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Professional, Scientific and Technical Services

Firms bill for expertise but burn hours on document review, research assembly and proposal drafting. Agents do the first pass: summarising documents, assembling research, drafting proposals and keeping matter records current, with a professional making the final call.

AI agents for Professional, Scientific and Technical ServicesExample AI agents we build for Professional, Scientific and Technical Services, including Marketing Content Creator, Talent Matching AI Agent, IP Protection Monitor.osher.com.auMarketing Content CreatorIP Protection MonitorResearch Data AnalyzerPatent Search AI AgentProject Management OptimiserTalent Matching AI AgentLegal Document ReviewerClient Proposal BotConsulting Recommendation Engi…Scientific Simulation RunnerProfessional Servicesexample AI agents

Automation in professional, scientific and technical services

Firms bill for expertise, then burn expensive hours on document review, research assembly, proposal drafting and matter administration. The work is necessary; doing it manually at professional rates is not.

AI agents do the first pass. Documents get summarised, research gets assembled, proposals get drafted from your precedents, and matter records stay current, with a professional making every final call. For one client we built a self-hosted assistant over their internal knowledge base that answers legislation and standards queries with citations.

What we typically automate first

  • Document review and summarisation
  • Internal knowledge retrieval with citations
  • Proposal and report drafting from your templates
  • Matter and engagement administration

Confidentiality drives the architecture: self-hosted and Australian-hosted deployments are standard options, and your data never trains external models.

AI Agents

Example Professional, Scientific and Technical Services AI Agents

Marketing Content Creator

Professional services firms need content to attract clients, but the people who know enough to write it are too busy with client work. This agent drafts industry-specific content so your experts review and refine rather than write from scratch.

Key software integrations:

Adobe Experience ManagerSitecoreKenticoOracle Content ManagementOpenText TeamSite

Talent Matching AI Agent

Matching the right people to the right projects is hard in professional services. This agent analyses skills, experience, availability, and project needs to recommend team compositions that actually make sense.

Key software integrations:

WorkdayOracle HCMSAP SuccessFactorsADP Workforce NowUKG Pro

IP Protection Monitor

IP infringement monitoring is a needle-in-a-haystack problem. This agent watches online marketplaces, patent filings, and web content for potential violations, so your IP team catches issues early instead of finding out months after the damage is done.

Key software integrations:

CompuMarkCorsearchAnaquaIPfolioPatricia IP Management

Legal Document Reviewer

Law firms lose hours to junior lawyers manually reading contracts, flagging clauses, and cross-checking terms. This agent handles that first-pass review, pulling out key dates, parties, and risk areas so your team focuses on the legal thinking, not the reading.

Key software integrations:

iManageNetDocumentsOpenTextRelativityThomson Reuters Elite

Research Data Analyzer

Researchers spend too much time cleaning data, running standard analyses, and building charts when they should be thinking about what the results mean. This agent handles data preprocessing, statistical testing, and visualisation so your team can focus on interpretation.

Key software integrations:

SASSPSSMATLABStataLabWare LIMS

Client Proposal Bot

Professional services firms spend days assembling proposals from scratch when most content already exists somewhere. This agent pulls together past proposals, project data, and client specifics to draft proposals faster, freeing senior staff for strategy.

Key software integrations:

DeltekSAP ERPMicrosoft DynamicsOracle ERPSalesforce

Patent Search AI Agent

Patent searches are thorough but painfully slow. IP professionals spend days trawling global databases for prior art and potential conflicts. This agent searches across patent databases and delivers structured results, cutting the search phase significantly.

Key software integrations:

Derwent InnovationPatSnapLexisNexis TotalPatentOrbit IntelligenceThomson Innovation

Consulting Recommendation Engine

Consultants often rely on gut feel when advising clients, even when relevant data exists. This agent analyses client data, benchmarks, and past project outcomes to back recommendations with evidence, so advice is grounded in more than intuition.

Key software integrations:

SAP BusinessObjectsTableauPower BIOracle Business IntelligenceIBM Cognos

Project Management Optimiser

Professional services projects run over budget and past deadline more often than anyone admits. This agent tracks project progress, flags risks early, and helps project managers adjust resources before small delays turn into big problems.

Key software integrations:

Microsoft ProjectPrimavera P6JiraServiceNowDeltek Vision

Scientific Simulation Runner

Running scientific simulations means juggling parameters, monitoring long compute jobs, and sifting through results. This agent manages simulation workflows so researchers spend time on the science, not babysitting clusters.

Key software integrations:

ANSYSCOMSOLAutodesk CFDAbaqusStarCCM+

From the blog: AI in professional, scientific and technical services

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