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AI & Automation

Articles, blogs, guides and how-tos about business process automation.

  • Zep Vector Store: Insert

    Zep Vector Store: Insert

    The Zep Vector Store: Insert node in n8n writes document embeddings into a Zep vector database, which is a purpose-built memory store for AI applications. Zep handles both the embedding generation and storage in a single service, so you do not need to manage a separate embedding model and a separate vector database — Zep does both. Vector stores are the foundation of retrieval-augmented generation (RAG) systems. When you want an AI chatbot or agent to answer questions about your specific business data — your policies, products, support history, or internal documentation — you first embed that data into vectors and store them. When a user asks a question, the system converts the question into a vector, finds the most similar stored documents, and passes those to the LLM as context. The result is an AI that actually knows your content rather than just generating generic responses. In n8n, the Zep Vector Store: Insert node sits at the end of your document ingestion pipeline. A typical flow pulls data from a source (API, database, file), runs it through a document loader and text splitter to create chunks, and then inserts those chunks into Zep. Zep also maintains long-term memory for conversational AI, tracking user sessions and message history, which makes it particularly useful for building chatbots that remember previous interactions. If you are building an AI system that needs to work with your own business data, our AI agent development services can help you set up the full RAG pipeline — from data ingestion through Zep to a working AI agent that your team can query.
    Zep Vector Store: Insert consultants
  • crowd.dev

    crowd.dev

    crowd.dev is an open-source community intelligence platform that pulls activity data from developer and user communities across platforms like GitHub, Discord, Slack, Twitter, LinkedIn, Stack Overflow, and forums into a single unified view. It identifies community members, tracks their engagement across channels, and scores them based on activity — giving you a clear picture of who your most active contributors, potential champions, and at-risk members are. For companies that rely on community-led growth — SaaS products with developer communities, open-source projects, or platforms with active user forums — understanding community health is critical but difficult when activity is spread across a dozen platforms. crowd.dev consolidates all of that into one place with identity resolution, so ‘jsmith’ on GitHub, ‘John S.’ on Discord, and ‘[email protected]’ in your CRM are recognised as the same person. The n8n crowd.dev node lets you automate actions based on community data. You can build workflows that notify your team in Slack when a high-value community member opens their first GitHub issue, automatically add active contributors to your CRM as leads, trigger personalised outreach when someone’s engagement drops off, or generate weekly community health reports with member counts and engagement trends. If you are looking to build automated workflows around your community data, our system integration services can help you connect crowd.dev with your CRM, marketing tools, and internal communication platforms to turn community signals into business actions.
    crowd.dev consultants
  • Sort

    Sort

    The Sort node in n8n reorders items in your workflow based on the values of one or more fields. It works exactly like sorting a column in a spreadsheet — you pick a field, choose ascending or descending, and the node rearranges all items accordingly. You can sort by multiple fields to break ties, such as sorting by status first and then by date within each status group. Sorting becomes important when the order of items affects downstream processing. If you are generating a report that lists clients by revenue (highest first), building a leaderboard, prioritising a task queue, or simply need data in alphabetical order before presenting it to a user, the Sort node handles it in a single step without writing any code. In practice, the Sort node often appears just before an output step in an n8n workflow. For example, you might pull all open support tickets from your help desk, use the Sort node to order them by priority (critical first) and then by age (oldest first within each priority level), and send the sorted list to Slack as a morning briefing for your support team. Or you might sort sales leads by deal value before inserting them into a spreadsheet so the highest-value opportunities appear at the top. If you are building data processing workflows that need to organise and present information clearly, our business automation services can help you design n8n workflows that pull, sort, filter, and deliver the data your team needs in the right order.
    Sort consultants
  • Ollama Chat Model

    Ollama Chat Model

    The Ollama Chat Model node in n8n connects your workflows to large language models running locally on your own hardware through Ollama. Instead of sending data to cloud-based AI services like OpenAI or Anthropic, Ollama lets you run open-source models — Llama 3, Mistral, Gemma, Phi, and others — entirely on-premises. Your data never leaves your network. This matters most for organisations with strict data privacy requirements or those processing sensitive information. If you work in healthcare, legal, finance, or government, sending client data to a third-party AI API may not be acceptable under your compliance obligations. Ollama gives you the same kind of LLM capability without the data leaving your infrastructure. It also eliminates per-token API costs, which adds up fast when you are processing large volumes of text. In n8n, the Ollama Chat Model node plugs into LangChain-based AI workflows. You can use it as the language model behind an AI Agent, a Basic LLM Chain, or a conversational retrieval pipeline. For example, you could build an internal document Q&A system where employee queries are answered by a Llama 3 model running on your server, pulling context from your own knowledge base stored in a vector database — all without any data touching external servers. If you want to run AI models privately within your own infrastructure, our AI agent development services can help you set up Ollama-based workflows that keep your data on-premises while giving your team access to powerful language model capabilities.
    Ollama Chat Model consultants
  • Basic LLM Chain

    Basic LLM Chain

    The Basic LLM Chain node in n8n is the simplest way to send a prompt to a large language model and get a response back within a workflow. It takes a prompt template, fills in variables from your workflow data, sends it to the connected language model (OpenAI, Ollama, Anthropic, or any other supported model node), and returns the generated text for use in subsequent workflow steps. Think of it as a single-turn AI call — you give it a question or instruction with some context, and it returns an answer. Unlike the AI Agent node, which can use tools, make decisions, and take multiple steps, the Basic LLM Chain does one thing and does it predictably. That predictability is actually its strength for production workflows where you want consistent, controllable behaviour. Common uses in n8n include classifying incoming support tickets by category, extracting structured data from unstructured text (like pulling names, dates, and amounts from emails), generating email replies based on templates, summarising meeting transcripts, and translating content between languages. In each case, you are defining a clear prompt template and letting the LLM fill in the response. If you want to add AI-powered text processing to your business workflows without the complexity of full agent systems, our AI agent development services can help you design prompt templates and LLM chain configurations that produce reliable results for your specific use cases.
    Basic LLM Chain consultants
  • Mailcheck

    Mailcheck

    Mailcheck is an email verification service that checks whether an email address is valid, deliverable, and safe to send to before you actually send anything. It catches typos (like ‘gmial.com’), identifies disposable or temporary email addresses, and flags addresses that are likely to bounce — all through a simple API call or bulk upload. For any business running email campaigns, a dirty list is expensive. High bounce rates damage your sender reputation with email providers like Google and Microsoft, which means even your legitimate emails start landing in spam. Mailcheck helps prevent this by validating addresses before they enter your mailing list or CRM in the first place. In n8n, Mailcheck works well as a validation step in lead capture and data processing workflows. When a new contact submits a form on your website, an n8n workflow can instantly verify the email via the Mailcheck API before creating the CRM record. If the address is invalid or disposable, the workflow can reject it or flag it for review instead of letting bad data pollute your database. You can also run bulk verification on existing lists by looping through contacts and updating their status based on Mailcheck results. If you are dealing with poor email deliverability or want to clean up your contact database, our automated data processing services can help you build verification workflows that keep your email lists accurate and your sender reputation healthy.
    Mailcheck consultants
  • Summarize

    Summarize

    The Summarize node in n8n is a data transformation tool that aggregates and condenses data from multiple items into summary statistics. Think of it as a GROUP BY operation for your workflow data — it takes a list of items and produces counts, sums, averages, min/max values, or concatenated text fields, optionally grouped by a category field. This matters when your workflows process batches of data and you need to extract meaning from them rather than just pass individual records along. For example, if you pull all invoices from your accounting software for the past month, the Summarize node can group them by client and calculate the total amount per client, the number of invoices, and the average invoice value — all without writing code or exporting to a spreadsheet. Common uses in n8n workflows include aggregating order data for daily sales reports, counting support tickets by category for weekly team updates, summing expense claims by department for finance review, and combining text fields from multiple records into a single summary string. The node supports operations like count, sum, average, min, max, countUnique, and concatenate. If your team is manually building summary reports from data spread across multiple systems, our automated data processing services can help you set up n8n workflows that pull, summarise, and deliver the numbers you need automatically.
    Summarize consultants
  • Uplead

    Uplead

    UpLead is a B2B prospecting platform that gives sales teams access to a database of verified business contacts, complete with email addresses, phone numbers, company details, and technographic data. It is designed for outbound sales — finding the right people at the right companies and getting accurate contact details so your outreach actually lands. The core problem UpLead addresses is data quality. Sales teams waste significant time chasing bounced emails, outdated job titles, and disconnected phone numbers. UpLead verifies emails in real time before you export them, which typically keeps bounce rates under 5%. You can filter prospects by industry, company size, revenue, technology stack, job title, and location to build targeted lists rather than blasting generic outreach. With the n8n UpLead node, you can automate your prospecting pipeline. A practical workflow might pull new leads from UpLead based on your ideal customer profile, enrich them with additional data, push them into your CRM with the right tags and owner assignments, and trigger a personalised email sequence — all without manual data entry. You can also use UpLead’s enrichment API to fill in missing fields on existing contacts in your database. If your sales team is spending too much time on manual prospecting and data cleanup, our sales automation services can help you build workflows that connect UpLead to your CRM and outreach tools for a more efficient pipeline.
    Uplead consultants
  • Spontit

    Spontit

    Spontit is a push notification API that lets you send notifications directly to users’ phones and desktops without building your own mobile app. You create a channel, users subscribe to it, and you send push notifications via a simple REST API call. It is essentially a lightweight alternative to building custom push notification infrastructure with Firebase Cloud Messaging or Apple Push Notifications. The API is straightforward: authenticate with your API key, specify the channel and message content, and POST to the endpoint. Notifications can include a title, body text, a link, and an image. Spontit handles the delivery across iOS, Android, and desktop browsers. Users subscribe to your channel by visiting a link or scanning a QR code, so there is no app install or email opt-in required. Where Spontit becomes useful in an automation context is as a notification output for monitoring and alerting workflows. For example, you can use n8n to monitor a website for changes, check an API for threshold breaches, or watch a database for new records, and then send a Spontit push notification when something triggers. It is quicker to set up than SMS (no Twilio account needed) and more immediate than email. If you are building monitoring or alerting workflows, our business automation services can help you connect Spontit to whatever systems you need to watch.
    Spontit consultants
  • Elastic Security

    Elastic Security

    Elastic Security is a security platform built on the Elastic Stack (Elasticsearch, Kibana, Beats, and Logstash). It combines SIEM (Security Information and Event Management) capabilities with endpoint detection and response (EDR) in a single platform. Security teams use it to ingest logs from across their infrastructure, detect threats using pre-built and custom detection rules, and investigate incidents through Kibana’s timeline and analysis tools. The platform ships with hundreds of pre-built detection rules mapped to the MITRE ATT&CK framework, covering common attack techniques across Windows, Linux, macOS, and cloud environments. The Elastic Agent can be deployed on endpoints to provide real-time threat prevention, file integrity monitoring, and process-level visibility. For cloud environments, it integrates with AWS CloudTrail, Azure Activity Logs, GCP Audit Logs, and Kubernetes audit events. For Australian businesses managing security across multiple systems, Elastic Security solves the problem of log data sitting in silos. By centralising security events into Elasticsearch, your team gets a single search interface across firewalls, endpoints, cloud services, and applications. The Elastic Security API also makes it possible to trigger automated responses when threats are detected. Using n8n, you can build workflows that create tickets in Jira, send alerts to Slack, or isolate compromised endpoints when a detection rule fires. If you need help setting up security log ingestion and automated response workflows, our system integration services can design that pipeline.
    Elastic Security consultants
  • Netlify

    Netlify

    Netlify is a web hosting and deployment platform built for modern frontend development. It connects to your Git repository (GitHub, GitLab, or Bitbucket), and every time you push code, Netlify automatically builds and deploys your site to its global CDN. The platform handles SSL certificates, DNS, form submissions, serverless functions, and edge computing without requiring you to manage servers. Netlify works particularly well with static site generators (Next.js, Gatsby, Hugo, Eleventy, Astro) and headless CMS platforms (Contentful, Sanity, Strapi). Deploy previews are generated for every pull request, so you can review changes on a live URL before merging. Serverless functions (Netlify Functions) let you add backend logic like API endpoints or form processing without spinning up a separate server. Edge functions run at CDN edge locations for low-latency personalisation and redirects. For businesses running marketing sites, documentation portals, or web applications on Netlify, the platform’s API and webhook system opens up automation possibilities. Using n8n, you can trigger deployments when content changes in your CMS, run post-deploy checks, or notify your team in Slack when a build fails. Netlify’s build hooks (incoming webhooks that trigger a rebuild) are especially useful for headless CMS setups where content editors need to publish without touching Git. If you need help connecting Netlify to your CMS, analytics, or internal tools, our system integration services can build those pipelines.
    Netlify consultants
  • Drift

    Drift

    Drift (now part of Salesloft) is a conversational marketing and sales platform. It places a chatbot and live chat widget on your website that engages visitors in real time, qualifies leads through automated conversation flows, and books meetings directly into your sales team’s calendars. The goal is to convert website visitors into sales conversations without making them fill out a form and wait for a follow-up email. Drift’s chatbot (called a “playbook”) can be configured with branching conversation logic based on visitor attributes like company size, page visited, or UTM source. It integrates with Salesforce, HubSpot, Marketo, and other CRMs to enrich visitor profiles and route conversations to the right sales rep. The platform also includes video messaging, email sequencing, and analytics on conversation-to-meeting conversion rates. For B2B businesses running paid traffic or inbound marketing campaigns, Drift addresses a common problem: visitors land on your site, browse for a minute, and leave without converting. A well-configured chatbot can catch those visitors at the right moment and start a conversation that leads to a booked meeting. Drift’s API and webhook support means you can also feed conversation data into your analytics stack or trigger workflows in n8n when a lead is qualified. If you want to connect Drift to your CRM and marketing automation tools as part of a broader sales pipeline, our sales automation team can design that for you.
    Drift consultants
  • Bitwarden

    Bitwarden

    Bitwarden is an open-source password manager that stores login credentials, credit card details, secure notes, and identity information in an encrypted vault. It uses AES-256 encryption with PBKDF2-SHA256 key derivation, and all encryption happens client-side before data reaches Bitwarden’s servers. The platform offers apps for Windows, macOS, Linux, iOS, Android, and browser extensions for Chrome, Firefox, Safari, and Edge. For businesses, Bitwarden provides organisation vaults where teams can share credentials securely with role-based access controls. It supports SSO integration with SAML 2.0 and OpenID Connect, directory sync with Azure AD, Okta, and LDAP, and enforced two-factor authentication policies. Organisations that need full control over their data can self-host Bitwarden on their own infrastructure. Where Bitwarden fits into automation is credential lifecycle management. When an employee joins or leaves, their access to shared vaults needs updating. Using the Bitwarden CLI or API, you can automate user provisioning and deprovisioning as part of your onboarding workflows. For teams managing shared credentials across client projects or infrastructure, connecting Bitwarden to your HR and IT systems through business automation workflows means one less manual process to forget.
    Bitwarden consultants
  • Automizy

    Automizy

    Automizy is an email marketing automation platform focused on improving open rates through AI-powered subject line scoring. The platform includes a visual automation builder for drip campaigns, A/B testing for up to four subject line variants, and contact segmentation based on behaviour and tags. It is aimed at small to mid-sized businesses that want email automation without the complexity of enterprise marketing suites. Automizy’s standout feature is its predictive subject line scorer, which analyses your proposed subject line against a database of past email performance data and gives it a score out of 100. The visual automation builder lets you set up branching sequences based on opens, clicks, and custom tags without writing code. It also offers landing page templates and form builders for lead capture. As an n8n node, Automizy can be connected to your broader marketing and sales stack. For example, when a lead fills out a form on your website, an n8n workflow can add them to a specific Automizy list, tag them based on the form they completed, and enrol them in the appropriate drip sequence. If you are looking to connect Automizy with your CRM, ad platforms, or analytics tools into a single automated pipeline, our sales automation services can help you build that out.
    Automizy consultants
  • ProfitWell

    ProfitWell

    ProfitWell (now part of Paddle) is a subscription analytics platform that gives SaaS and subscription businesses accurate revenue metrics without manual spreadsheet work. It connects directly to your payment provider (Stripe, Chargebee, Braintree, Zuora, or others) and calculates MRR, ARR, churn rate, LTV, and other subscription KPIs automatically. The core analytics product is free, which is unusual for this category. Beyond metrics, ProfitWell offers two paid products: Retain, which reduces involuntary churn by intelligently retrying failed payments and optimising dunning email sequences, and Price Intelligently, which uses willingness-to-pay survey data to recommend pricing changes. The platform also provides benchmarking data so you can compare your metrics against companies of similar size and industry. For subscription businesses in Australia, ProfitWell solves the problem of scattered revenue data. Instead of pulling reports from Stripe, cross-referencing with your accounting software, and building Excel models, ProfitWell gives you a single dashboard with accurate, real-time metrics. Where it gets more powerful is when you connect ProfitWell to your other systems using n8n or the ProfitWell API. Churn alerts can trigger retention workflows, revenue milestones can update your CRM, and weekly metric summaries can post to Slack automatically. If you need help building these connections, our automated data processing services cover the full pipeline.
    ProfitWell consultants
  • Kitemaker

    Kitemaker

    Kitemaker is a project management and issue tracking tool built for software development teams. It positions itself as a faster, more focused alternative to Jira or Linear, with features like real-time collaboration, deep GitHub and GitLab integration, cycle-based planning, and a keyboard-driven interface designed to minimise context switching for developers. The n8n Kitemaker node connects your development workflow to your broader business systems. When a work item reaches a specific status (like “Ready for QA” or “Deployed”), n8n can notify stakeholders in Slack, update a client-facing status page, or trigger a deployment pipeline. When a bug report comes in through your support helpdesk, n8n can automatically create a Kitemaker work item with the relevant customer context attached. This is useful for development teams that want their project management tool to talk to non-development systems without building custom integrations. Product managers get automated updates when features ship. Customer success teams see ticket-linked development progress. Finance teams get notified when billable work is completed. All of this happens through n8n workflows rather than manual status meetings or copy-paste updates. If your development team uses Kitemaker and you want it connected to your support, sales, or internal reporting tools, our integrations team can build workflows that keep your development progress visible across the business.
    Kitemaker consultants
  • Orbit

    Orbit

    Orbit was a community analytics and CRM platform designed for developer relations, open-source maintainers, and community-led growth teams. It tracked member activity across platforms like GitHub, Discord, Twitter, and Discourse, and consolidated it into a single timeline view with engagement scoring and segmentation tools. Note: Orbit was acquired by Postman in 2023 and the standalone product has been sunset, but the n8n Orbit node remains available for teams that still have active instances or need to migrate data out. The n8n Orbit node connects community data to your broader business systems. It can pull member profiles, activity logs, and engagement metrics from Orbit and push them into your CRM, email platform, or analytics tools. For teams that used Orbit to track developer community engagement, this is useful for syncing community activity with sales pipeline data — identifying which community members are also prospects, which open-source contributors work at target accounts, or which engaged community members might be candidates for a customer advisory board. Even with Orbit’s sunset, the integration patterns are still relevant. Community-led growth teams need to connect community activity data to their CRM and marketing tools, regardless of which community platform they migrate to. The workflows we build with the Orbit node are easily adapted to alternatives like Common Room or custom community tracking setups. If you need to migrate data out of Orbit, sync community activity with your CRM, or build similar community analytics workflows with a different platform, our data processing team can help.
    Orbit consultants
  • Rundeck

    Rundeck

    Rundeck is an open-source operations automation platform that lets IT and DevOps teams define, schedule, and run multi-step jobs across servers, cloud instances, and network devices. Think of it as a central control panel for running operational tasks — deployments, restarts, log collection, database maintenance, health checks — without needing to SSH into individual machines or remember command sequences. The n8n Rundeck node connects your operational runbooks to business-level workflows. When a monitoring alert fires in PagerDuty or Datadog, n8n can automatically trigger a Rundeck job to execute the predefined remediation steps. When a deployment is requested through a Jira ticket, n8n can kick off the Rundeck deployment job and post the results back to the ticket. This bridges the gap between business processes and infrastructure operations. Rundeck’s API exposes job execution, node management, and project administration, which means n8n can not only trigger jobs but also check execution status, retrieve output logs, and make decisions based on job results. If a Rundeck job fails, n8n can escalate to an on-call engineer via Slack or PagerDuty. If it succeeds, n8n can update the change management record and notify stakeholders. If your operations team uses Rundeck and you want to connect it to your incident management, change management, or monitoring tools, our systems integration team can build the automation that ties your runbooks into your broader IT workflows.
    Rundeck consultants
  • Mailjet Trigger

    Mailjet Trigger

    Mailjet is a transactional and marketing email platform with an API designed for developers. The Mailjet Trigger in n8n listens for email engagement events — sends, opens, clicks, bounces, spam reports, and unsubscribes — and fires an n8n workflow whenever one of these events occurs. This turns your email activity into a real-time data stream that can drive actions across your other systems. The practical use here is connecting email engagement data to your CRM and sales workflows. When a prospect opens your proposal email three times, n8n can flag them as hot in your CRM and alert your sales rep. When a transactional email bounces, n8n can update the contact record and trigger an alternative communication channel like SMS. When someone clicks a specific link in your campaign, n8n can tag them in your CRM or add them to a targeted follow-up sequence. Mailjet’s webhook system (called Event API) sends JSON payloads for each event type, including the recipient email, message ID, timestamp, and event-specific data like which link was clicked or what bounce type occurred. The n8n Mailjet Trigger node receives these payloads and makes the data available to subsequent workflow nodes. If you use Mailjet for transactional or marketing email and want engagement data flowing into your CRM, sales alerts, or customer support tools, our sales automation team can build the workflows that turn email events into business actions.
    Mailjet Trigger consultants
  • MISP

    MISP

    MISP (Malware Information Sharing Platform and Threat Sharing) is an open-source threat intelligence platform used by security teams to collect, store, correlate, and share indicators of compromise (IoCs) and threat intelligence data. Security operations centres, incident response teams, and government CERTs use MISP to coordinate threat information between organisations and automate threat detection across their security tools. The n8n MISP node connects your threat intelligence workflows to the rest of your security and IT operations stack. When new threat indicators are added to MISP — malicious IP addresses, file hashes, domain names, or email addresses — n8n can automatically push them to your firewall rules, SIEM platform, or endpoint detection tools. When an incident is created, n8n can pull related indicators from MISP and enrich them with data from other threat intelligence feeds. This matters because threat intelligence is only useful if it actually reaches your defensive tools quickly. Manually exporting indicators from MISP and importing them into your SIEM or firewall is slow and error-prone. n8n automates that distribution, reducing the time between threat identification and defensive action from hours to seconds. If your security team runs MISP and needs to automate indicator distribution, incident enrichment, or cross-platform threat intelligence sharing, our systems integration team can build the workflows that connect MISP to your security infrastructure.
    MISP consultants
  • Onfleet

    Onfleet

    Onfleet is a last-mile delivery management platform used by businesses that run their own delivery fleets. It handles driver dispatch, route optimisation, real-time tracking, and proof of delivery — all through a single dashboard. If your team is still coordinating deliveries through phone calls, group chats, or spreadsheets, Onfleet replaces that chaos with structured task management and automated driver assignment. The n8n Onfleet node lets you connect delivery operations to the rest of your business systems. When a new order comes through your ecommerce platform or CRM, an n8n workflow can automatically create an Onfleet task, assign it to the right driver based on location or capacity, and then update your order management system with delivery status changes as they happen. That means your customer service team sees live ETAs without having to chase drivers. Where this gets particularly useful is in exception handling. Onfleet webhooks can fire events for failed deliveries, late arrivals, or completed tasks — and n8n can route those events to Slack alerts, CRM updates, or automated customer SMS notifications. Instead of someone manually checking the Onfleet dashboard every few minutes, the system pushes information where it needs to go. We work with logistics and delivery teams to build these integrations properly. If you’re running delivery operations and want to connect Onfleet to your existing stack, our system integrations team can help you design workflows that actually match how your drivers and dispatchers work.
    Onfleet consultants
  • Form.io Trigger

    Form.io Trigger

    Form.io is a form building and data management platform that lets developers create complex forms with conditional logic, multi-step workflows, and API-driven submissions. The Form.io Trigger in n8n fires whenever a form submission event occurs, allowing you to build automated workflows that respond to form data in real time. This is particularly useful for businesses that use Form.io for customer onboarding, application processing, compliance forms, or internal request workflows. Instead of form submissions sitting in a queue waiting for someone to manually review them, the n8n Form.io Trigger can immediately route submissions to the right system — creating a CRM contact from an enquiry form, generating a PDF from a compliance submission, or kicking off an approval workflow in Slack when an internal request comes through. The trigger works via webhooks: Form.io sends submission data to an n8n webhook URL whenever a specified event fires (new submission, updated submission, or deleted submission). Your n8n workflow then has access to the full form payload — every field, file upload, and metadata value — to process however you need. If you are using Form.io for data collection and want submissions to automatically flow into your CRM, project management tool, database, or approval system, our data processing team can build the workflows that connect Form.io to the rest of your stack.
    Form.io Trigger consultants
  • Linear

    Linear

    Linear is a project management and issue tracking tool built for software development teams. It’s fast, opinionated about workflow design, and widely used by product and engineering teams for sprint planning, bug tracking, and roadmap management. Unlike older tools like Jira, Linear focuses on speed and keyboard-driven navigation. The value of integrating Linear with other business systems is that engineering work becomes visible to the rest of the organisation. Using n8n, we connect Linear to Slack for real-time notifications, to CRM systems so customer-reported bugs are automatically tracked, and to deployment pipelines so issue statuses update when code ships. Osher helps Australian tech companies and product teams connect Linear to their wider toolchain. If your team uses Linear for issue tracking but still manually updates stakeholders, copies bug reports from support tickets, or tracks deployments in a separate spreadsheet, our system integration work can close those gaps.
    Linear consultants
  • Taiga Trigger

    Taiga Trigger

    Taiga is an open-source project management platform for agile teams, and the Taiga Trigger node in n8n lets you build automation that reacts to events inside Taiga in real time. When a user story is created, a task status changes, or a sprint starts, the trigger fires and kicks off whatever downstream workflow you’ve configured. This is particularly useful for development teams that use Taiga for scrum or kanban but need project updates to flow into other systems like Slack, email, or reporting dashboards without manual copying. The trigger-based approach means your integrations respond instantly rather than polling on a schedule. Osher helps Australian development and product teams connect Taiga to the rest of their toolchain. If your team manages work in Taiga but still sends manual status updates or copies data into spreadsheets for stakeholder reporting, we can build automated workflows that handle it for you.
    Taiga Trigger consultants
  • Mindee

    Mindee

    Mindee is a document processing API that uses machine learning to extract structured data from invoices, receipts, passports, bank statements, and other document types. Instead of manually keying in data from PDFs or scanned images, you send the document to Mindee’s API and get back clean, structured fields like amounts, dates, vendor names, and line items. For businesses that process a high volume of documents, whether invoices from suppliers, receipts from employees, or identity documents from customers, Mindee removes the manual data entry bottleneck. Using n8n, we connect Mindee to your existing systems so extracted data flows directly into your accounting software, CRM, or database without human intervention. Osher builds Mindee integrations for Australian businesses that are still manually entering data from documents. If your team spends hours each week typing invoice details into Xero or copying receipt data into expense reports, our automated data processing work can cut that time dramatically.
    Mindee consultants
  • Toggl Trigger

    Toggl Trigger

    Toggl Track (with its Trigger node in n8n) is a time tracking tool used by freelancers, agencies, and professional services teams to record how long they spend on tasks and projects. The Toggl Trigger node in n8n specifically watches for new or updated time entries, which means you can build automation that reacts the moment someone logs time. This is useful for businesses that need time data to drive downstream processes. For example, when a team member logs billable hours in Toggl, an n8n workflow can automatically update a project budget tracker, notify a project manager, or queue the hours for invoicing. Without the trigger, this data sits in Toggl until someone manually exports it. Osher integrates Toggl Track with the other tools Australian businesses use day-to-day. If your team tracks time in Toggl but then spends additional time copying that data into spreadsheets, accounting tools, or project management platforms, we can build automated workflows that eliminate the double-handling.
    Toggl Trigger consultants
  • QuickBooks Online

    QuickBooks Online

    QuickBooks Online is a cloud accounting platform used by small and medium-sized businesses to manage invoicing, expenses, payroll, GST, and financial reporting. It’s one of the most common accounting tools in Australia, and most businesses use it alongside several other apps for CRM, project management, and operations. The problem is that data often gets stuck in QuickBooks. Invoices are created manually, expense categorisation requires human input, and financial reports are only as current as the last time someone updated the books. Using n8n, we connect QuickBooks Online to the rest of your business systems so data flows automatically, invoices are generated from other tools, and your books stay up to date without manual entry. Osher builds QuickBooks Online integrations for Australian businesses that want their accounting to keep pace with their operations. Whether you need CRM deals to generate invoices, time tracking data to create billing entries, or expense receipts to be categorised automatically, our system integration team can set it up.
    QuickBooks Online consultants
  • Bubble

    Bubble

    Bubble is a no-code platform for building web applications. It provides a visual editor for designing user interfaces, a built-in database for storing application data, and a workflow builder for creating application logic — all without writing traditional code. Businesses use Bubble to build customer portals, internal tools, marketplaces, SaaS products, and other web applications that would otherwise require a development team. The n8n Bubble node lets you interact with Bubble applications programmatically — creating, reading, updating, and deleting records in your Bubble database through its Data API. This is useful for scenarios where data needs to flow between your Bubble app and other systems: syncing new signups to your CRM, pushing order data to an accounting platform, importing product catalogues from a supplier, or sending transactional emails triggered by Bubble events. Osher works with Australian businesses that use Bubble alongside other tools and need the data to stay in sync. If your Bubble app is a standalone island that requires manual data transfer to or from your other systems, our integration team can connect it to your CRM, accounting software, email platform, or any other tool in your stack through n8n workflows.
    Bubble consultants
  • Google Sheets Trigger

    Google Sheets Trigger

    The Google Sheets Trigger node in n8n monitors a Google Sheets spreadsheet for changes and starts a workflow when new rows are added or existing rows are modified. Many businesses use Google Sheets as a lightweight data entry point — for lead capture, inventory updates, order tracking, or team task lists — and the Trigger node lets you build automations that react to those changes without anyone having to manually push a button. Common use cases include syncing new leads from a spreadsheet to a CRM, sending notification emails when a row status changes, validating data entries and flagging errors, importing spreadsheet data into a database on a schedule, and generating reports from accumulated sheet data. Because Google Sheets is so widely used as a data collection tool, the trigger node is one of the most popular starting points for n8n workflows. Osher helps Australian businesses move beyond manual spreadsheet processes. If your team is still emailing spreadsheets around, copy-pasting data between sheets and other systems, or manually checking for updates, our data processing team can set up automated workflows that handle the data movement for you while keeping your familiar spreadsheet interface for data entry.
    Google Sheets Trigger consultants
  • TheHive Trigger

    TheHive Trigger

    TheHive Trigger is an n8n node that listens for events from TheHive, the open-source security incident response platform. While the standard TheHive node lets you push data into TheHive (creating cases, adding observables), the Trigger node works in the opposite direction — it fires your n8n workflow whenever something happens in TheHive, such as a new case being created, a task being updated, or an alert being raised. This is particularly useful for security operations teams that want to automate their response to incidents. Instead of analysts manually checking TheHive for updates and then performing actions in other systems, the Trigger node pushes those events to n8n the moment they happen. From there, you can route notifications to the right channel, enrich case data with external threat intelligence, update ticketing systems, or kick off remediation playbooks automatically. Osher works with security-conscious Australian organisations to build automated incident response workflows. Connecting TheHive to the rest of your security stack through n8n means your analysts spend less time on administrative tasks and more time on actual investigation. If your SOC team is dealing with alert fatigue or slow response times, our integration team can help automate the operational overhead.
    TheHive Trigger consultants
  • Zendesk

    Zendesk

    Zendesk is a customer support platform that manages support tickets, live chat, phone calls, and self-service knowledge bases from a single interface. It is widely used by support teams of all sizes to track customer issues from first contact through to resolution. Zendesk also includes reporting tools, SLA management, and customer satisfaction surveys to help teams measure and improve their support quality. The n8n Zendesk node lets you automate ticket operations — creating tickets from external sources, updating ticket fields, adding comments, assigning agents, and pulling ticket data into other systems. This is valuable for teams that need to connect their support workflow with CRMs, project management tools, billing systems, or internal communication channels. Instead of agents manually updating multiple systems, n8n handles the data flow between them. Osher builds Zendesk integrations for Australian businesses that want to reduce manual ticket handling and improve response times. Common projects include routing tickets based on customer tier, syncing ticket data with Salesforce or HubSpot, auto-creating Jira issues from bug reports, and building dashboards that combine Zendesk metrics with data from other sources. If your support team is doing repetitive admin work between systems, our integration team can automate those processes.
    Zendesk consultants
  • Microsoft To Do

    Microsoft To Do

    Microsoft To Do is a task management app included with Microsoft 365 that lets individuals and teams create task lists, set due dates and reminders, and organise work into categories. It syncs across Windows, macOS, iOS, Android, and the web, and integrates with Outlook (flagged emails appear as tasks) and Microsoft Planner (assigned planner tasks show up in To Do). For many teams on Microsoft 365, it is already available and simply needs to be put to use. The n8n Microsoft To Do node lets you create, update, and manage tasks programmatically as part of automated workflows. This is practical for scenarios like turning form submissions into assigned tasks, creating follow-up tasks when a CRM deal moves forward, generating task lists from project templates, or consolidating action items from multiple systems into a single To Do list so nothing falls through the cracks. Osher helps Australian businesses connect Microsoft To Do into broader workflow automations. If your team already uses Microsoft 365 and needs a way to automatically generate and assign tasks based on events in other systems — new customer signups, support ticket escalations, completed deliverables — our business automation team can build those connections.
    Microsoft To Do consultants
  • Facebook Trigger

    Facebook Trigger

    The Facebook Trigger node in n8n monitors your Facebook Pages for specific events and starts a workflow when they occur. It uses Facebook’s Webhooks API to listen for new posts, comments, reactions, and other page interactions in real time. When someone comments on your page, leaves a review, or sends a message, the trigger fires and passes the event data into your n8n workflow for processing. This is useful for businesses that want to respond quickly to social media activity without someone constantly watching the Facebook notification stream. Common automations include logging all comments to a spreadsheet for review, sending Slack alerts when someone mentions a product issue, syncing lead data from Facebook forms to a CRM, or routing negative feedback to a customer service team for fast follow-up. Osher helps Australian businesses connect their Facebook Page activity to internal systems. If your marketing or support team needs faster response times on social media, or you want to capture engagement data automatically for reporting, our sales automation team can build workflows that turn Facebook interactions into actionable tasks across your business.
    Facebook Trigger consultants
  • n8n Trigger

    n8n Trigger

    The n8n Trigger node is the starting point for event-driven workflows in n8n. Rather than running on a schedule, it listens for incoming webhook calls or internal events and kicks off your automation the moment something happens. This makes it the foundation for real-time integrations where timing matters — things like processing a form submission the second it arrives, reacting to a payment notification, or syncing data between systems as soon as a record changes. Most n8n workflows that respond to external events start with either the n8n Trigger or the Webhook node. The n8n Trigger specifically handles n8n’s internal events (like workflow errors or execution completions), while the Webhook node handles external HTTP requests. Together, they give you full control over when and why a workflow fires. At Osher, we use trigger-based workflows constantly when building automations for Australian businesses. Getting trigger configuration right — including authentication, retry logic, and error handling — is what separates a prototype from a production-ready system. If you need help designing trigger-based automations, our n8n consulting team can architect workflows that run reliably at scale.
    n8n Trigger consultants
  • TheHive

    TheHive

    TheHive is an open-source security incident response platform built for SOC teams, CSIRTs, and anyone handling cybersecurity incidents. It gives security analysts a central place to create cases, track observables (like IP addresses, domains, and file hashes), assign tasks to team members, and collaborate on investigations. It integrates tightly with MISP for threat intelligence sharing and Cortex for automated observable analysis. In n8n, the TheHive node lets you automate common incident response actions — creating cases, adding observables, updating task statuses, and pulling case data into other systems. This is particularly useful for organisations that want to reduce the manual overhead of incident documentation and ensure consistent response procedures across their team. Osher works with Australian organisations to connect TheHive into broader automation workflows. A typical setup might automatically create TheHive cases from SIEM alerts, enrich observables through Cortex, and push status updates to Slack or Microsoft Teams. If your security team is spending too much time on manual case management, our systems integration team can help you automate the repetitive parts.
    TheHive consultants
  • Gotify

    Gotify

    Gotify is a self-hosted, open-source push notification server that lets you send and receive messages through a simple REST API. Unlike services like Pushover or Slack, Gotify runs entirely on your own infrastructure, which means your notification data never passes through a third party. It is lightweight enough to run on a Raspberry Pi and supports message priorities, application-level access tokens, and a web-based UI for managing everything. In n8n, the Gotify node lets you send push notifications as part of your automated workflows. This is useful for alerting yourself or your team when something important happens — a deployment finishes, a monitoring check fails, an order comes through, or a scheduled job completes. Because Gotify is self-hosted, it is particularly well-suited to environments where data privacy matters or where you want to avoid per-message costs from commercial notification services. Osher helps Australian businesses set up self-hosted notification infrastructure as part of broader business automation projects. If you are already running n8n self-hosted, adding Gotify to the same server gives you a private notification channel for your workflows with zero ongoing subscription costs.
    Gotify consultants