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AI agent library

Pre-built AI agents for your industry

Every agent is grouped into a practical pack — a small team of agents that work together on one job, ready to be grounded in your own documents and systems. Find your industry below and explore what we can build.

10Industries
30Agent packs
150+Ready-made agents

Pharmaceutical Development & Life Sciences

Pack 1

R&D Knowledge & Discovery Pack

Turns scattered scientific and project knowledge into reasoned, cited insight — across literature, experiments, protocols and prior programmes.

Includes

  • Scientific Evidence Synthesis Agent synthesises findings across papers, patents and internal studies into cited, decision-ready briefings
  • Experiment Reasoning Agent links lab results to hypotheses, flags anomalies and proposes next experiments for review
  • Protocol & Method Intelligence Agent retrieves, compares and version-controls protocols across teams and sites
  • Cross-Programme Knowledge Agent surfaces relevant prior work, dead-ends and reusable assets across the portfolio
  • Prior-Art & Novelty Watch Agent checks new findings against prior art and competitor filings, highlighting IP risk

Common systems

Microsoft 365SharePointTeamsGoogle WorkspaceBenchlingLabArchivesELN / LIMS systemsNotionConfluence
Pack 2

Quality, Compliance & Regulatory Intelligence Pack

Keeps quality and regulatory teams ahead of obligations — mapping guidance to documents, investigating deviations and assembling submission-ready evidence.

Includes

  • Regulatory Change Intelligence Agent tracks TGA/FDA/EMA guidance and maps each change to affected SOPs and submissions
  • Controlled-Document Review Agent checks SOPs and records for gaps, conflicts and expired references
  • Deviation & CAPA Analysis Agent investigates deviations, clusters root causes and drafts CAPAs with linked evidence
  • Submission Readiness Agent assembles dossiers and gap-checks them against the target authority's requirements
  • Audit & Inspection Readiness Agent compiles audit trails, anticipates findings and prepares evidence packs

Common systems

Veeva VaultMasterControlTrackWiseETQ RelianceGreenlight GuruSharePointDocuSignQuality Management Systems
Pack 3

Commercialisation & Operations Intelligence Pack

Connects suppliers, production and demand — reviewing records, answering complex technical enquiries and surfacing operational risk early.

Includes

  • Supplier Qualification & Risk Agent assesses supplier documents, certifications and risk signals before approval
  • Batch Record Review Agent reviews batch records for completeness and out-of-spec results, escalating exceptions
  • Technical & Medical Enquiry Agent answers complex product and technical enquiries grounded in approved sources
  • Demand–Supply Reconciliation Agent reconciles orders, inventory and production to flag shortfalls early
  • Executive Operations Briefing Agent compiles cross-functional KPIs and exceptions into a decision-ready brief

Common systems

SAPOracle NetSuiteBusiness CentralPronto XIVeeva VaultSharePointPower BILIMS / ELN systems

Manufacturing

Pack 1

Order-to-Production Intelligence Pack

Connects incoming orders to production readiness — validating specs, drafting orders and confirming feasibility before work starts.

Includes

  • Order Intake & Validation Agent extracts orders from PDFs and email and validates them against pricing, terms and stock
  • Sales Order Orchestration Agent drafts sales orders, reconciles discrepancies and routes exceptions for approval
  • Production Feasibility Agent checks specs, capacity and materials and flags constraints before scheduling
  • Customer Confirmation Agent generates accurate order confirmations and realistic lead-time commitments
  • Specification Gap Agent detects missing or conflicting specs and chases the right source to resolve them

Common systems

Business CentralNetSuiteSAP Business OneMYOB AdvancedPronto XIEpicorInforOutlook
Pack 2

Supplier & Procurement Intelligence Pack

Keeps procurement ahead of shortages and supplier risk — analysing documents, reconciling stock and prioritising the next action.

Includes

  • Supplier Correspondence Agent drafts and tracks supplier communications grounded in order and contract history
  • Purchase Order Reconciliation Agent matches POs, invoices and receipts and flags mismatches and price drift
  • Stock Shortage Prediction Agent forecasts shortfalls from demand and lead times and recommends reorder actions
  • Supplier Invoice Extraction Agent extracts and validates invoice data against POs ready for approval
  • Procurement Insight Agent summarises spend, supplier performance and risk into a decision brief

Common systems

Business CentralNetSuiteCin7UnleashedPronto XISAP Business OneXeroMYOB
Pack 3

Quality, Compliance & Operations Pack

Helps managers hold quality and compliance while seeing operational risk early — across documents, exceptions and performance.

Includes

  • Quality Document Intelligence Agent searches and cross-checks quality documents, surfacing conflicts and gaps
  • Compliance Audit Agent runs compliance checklists, compiles evidence and flags non-conformances
  • Non-Conformance Analysis Agent investigates NCRs, clusters root causes and drafts corrective actions
  • Maintenance Insight Agent analyses maintenance logs to predict failures and prioritise work
  • Operations Briefing Agent consolidates output, exceptions and KPIs into a daily management brief

Common systems

ERP / MRP systemsSharePointPower BIBusiness CentralNetSuitePronto XI

Accounting, Bookkeeping & Tax Firms

Pack 1

Client Intake & Onboarding Intelligence Pack

Gets every engagement started clean — collecting, checking and chasing the right client information automatically.

Includes

  • Client Document Collection Agent requests, tracks and validates documents against the engagement checklist
  • Missing Information Agent detects gaps and inconsistencies and chases clients until the file is complete
  • Client Correspondence Agent drafts context-aware replies grounded in the client's file and prior advice
  • Onboarding Orchestration Agent runs new-client setup, KYC and engagement steps end to end
  • Document Classification Agent sorts and files incoming documents into the right client and workpaper

Common systems

XeroMYOBQuickBooksXero Practice ManagerKarbonFYI DocsTaxDomeIgnitionOutlookSharePoint
Pack 2

Tax & Compliance Intelligence Pack

Keeps compliance work moving — preparing, checking and reviewing returns against the rules and the clock.

Includes

  • Tax/BAS Preparation Agent assembles working papers and draft positions from source data for review
  • Deadline & Lodgement Agent tracks ATO obligations across clients and escalates at-risk deadlines
  • Workpaper Review Agent checks workpapers for errors, missing support and inconsistent treatment
  • Compliance Variance Agent compares periods and benchmarks to flag anomalies and review points
  • Client Query Drafting Agent drafts technical client queries grounded in their data and prior years

Common systems

XeroMYOBQuickBooksXero Practice ManagerKarbonFYI DocsSuiteFilesMicrosoft 365
Pack 3

Practice & Cash Flow Intelligence Pack

Gives owners control of work, cash and knowledge across the firm — with the next action surfaced, not buried.

Includes

  • Debtor Management Agent prioritises overdue accounts and drafts staged, tone-matched follow-ups
  • Practice Knowledge Agent answers staff questions from the firm's own procedures and precedents
  • Job & Capacity Agent analyses job status, WIP and capacity to flag bottlenecks before they bite
  • Client Reactivation Agent identifies dormant or at-risk clients and drafts re-engagement
  • Practice Insight Agent compiles daily KPIs, exceptions and cash position into an owner brief

Common systems

XeroMYOBKarbonXero Practice ManagerFYI DocsHubSpotZoho CRMSharePointPower BI

Wholesale & Distribution

Pack 1

Order-to-Cash Intelligence Pack

Processes orders end to end — reading, validating and confirming faster with fewer errors, from any format.

Includes

  • Order Capture & Validation Agent extracts orders from email, PDF and EDI and validates them against pricing and stock
  • Sales Order Orchestration Agent drafts orders, resolves discrepancies and routes exceptions for approval
  • Order Exception Agent detects missing details, pricing conflicts and credit holds and drives resolution
  • Customer Confirmation Agent generates accurate confirmations with availability and lead times
  • Fulfilment Coordination Agent reconciles orders with stock and despatch to keep promises realistic

Common systems

XeroMYOBBusiness CentralNetSuiteCin7UnleashedFishbowlOutlookGmailSharePoint
Pack 2

Sales & Revenue Intelligence Pack

Helps sales win and keep more — qualifying, following up and reactivating with full context on every account.

Includes

  • Quote Follow-Up Agent runs context-aware, staged quote follow-ups and logs every outcome
  • Lead Qualification Agent scores and qualifies leads against your ideal-customer criteria
  • Customer Reactivation Agent spots declining or lapsed accounts and drafts win-back outreach
  • Pricing & Availability Agent answers price and stock questions grounded in live system data
  • Pipeline Insight Agent analyses pipeline health and risk into a sales-leadership brief

Common systems

Zoho CRMHubSpotSalesforceBusiness CentralXeroMYOBOutlookGmail
Pack 3

Inventory & Owner Intelligence Pack

Gives owners a live read on stock, cash and operational risk — with shortfalls and anomalies flagged early.

Includes

  • Stock Intelligence Agent answers stock questions and analyses movement and ageing
  • Replenishment Agent forecasts low stock from demand and lead times and recommends reorders
  • Debtor Management Agent prioritises overdue accounts and drafts staged follow-ups
  • Margin & Exception Agent flags margin erosion, pricing errors and unusual transactions
  • Owner Briefing Agent compiles daily sales, stock and cash exceptions into one report

Common systems

Cin7UnleashedBusiness CentralNetSuitePronto XIXeroMYOBPower BI

Logistics, Freight & Import/Export

Pack 1

Freight Document Intelligence Pack

Reads, checks and reconciles freight documents so nothing slips through — across invoices, packing lists and B/Ls.

Includes

  • Freight Document Agent extracts and structures data from mixed, inconsistent freight documents
  • Commercial Invoice & Customs Agent extracts invoice and customs data and checks it against shipment records
  • Packing List Reconciliation Agent reconciles packing lists against orders and B/Ls and flags mismatches
  • Bill of Lading Analysis Agent summarises B/Ls and surfaces discrepancies and special terms
  • Customs Compliance Agent checks documents against customs requirements and flags missing items

Common systems

CargoWiseMagayaGoFreightOutlookSharePointGoogle DriveBusiness CentralXero
Pack 2

Shipment Visibility & Update Pack

Keeps shipments and customers in sync without manual checking — predicting delays and acting on exceptions.

Includes

  • Shipment Tracking Agent monitors shipments across carriers and consolidates status in one view
  • Container & Milestone Agent tracks container and vessel milestones and flags exceptions
  • ETA & Delay Prediction Agent predicts delays from milestone data and recommends actions
  • Proactive Customer Update Agent drafts tailored status updates from confirmed tracking
  • Exception Escalation Agent escalates at-risk shipments to the right team with context

Common systems

CargoWiseCartonCloudTransvirtualGoFreightCarrier portalsOutlookGmail
Pack 3

Delivery & POD Intelligence Pack

Closes the loop on deliveries, exceptions and confirmations — turning field data into clean records and insight.

Includes

  • POD Processing Agent captures and validates PODs and matches them to consignments
  • Delivery Exception Agent detects failed or short deliveries and drives resolution
  • Driver Note Intelligence Agent interprets free-text driver notes and updates records and exceptions
  • Customer Delivery Confirmation Agent confirms deliveries and handles queries from POD data
  • Transport Insight Agent compiles delivery performance and exceptions into a daily report

Common systems

CartonCloudTransvirtualAllotracMachShipStarshipitShippitERP systems

Real Estate & Property Management

Pack 1

Lead & Enquiry Intelligence Pack

Captures and converts more enquiries with fast, qualified, context-aware responses across every channel.

Includes

  • Lead Capture & Routing Agent captures enquiries from all channels and routes them to the right agent
  • Rental Enquiry Agent answers rental questions and pre-qualifies tenants from listing data
  • Buyer/Vendor Qualification Agent qualifies buyer and vendor enquiries against your criteria
  • Inspection Booking Agent books and confirms inspections and manages the calendar
  • Lead Nurture Agent runs staged, personalised follow-up until a lead is ready to act

Common systems

PropertyMePropertyTreeConsole CloudAgentboxRexOutlookGmailCRM systems
Pack 2

Property Management Intelligence Pack

Takes the admin load off property managers while keeping owners and tenants informed and obligations on track.

Includes

  • Maintenance Triage Agent classifies and prioritises maintenance requests and drafts work orders
  • Tenant Correspondence Agent drafts replies grounded in the lease and property history
  • Landlord Reporting Agent generates owner updates on maintenance, arrears and performance
  • Lease Intelligence Agent extracts key lease terms, dates and obligations and flags renewals
  • Arrears & Compliance Agent tracks arrears and compliance items and drives follow-up

Common systems

PropertyMePropertyTreeConsole CloudInspection ManagerOutlookSharePoint
Pack 3

Listing & Reputation Intelligence Pack

Builds listings, reputation and repeat business with on-brand content and well-timed outreach.

Includes

  • Listing Content Agent drafts on-brand listing copy from property data and comparables
  • Review Generation Agent requests reviews at the right moment and routes feedback
  • Review Response Agent drafts tailored, on-brand replies to reviews
  • Market Update Agent generates localised market updates and vendor reports
  • Past-Client Reactivation Agent identifies and re-engages past clients with relevant timing

Common systems

AgentboxRexCRM systemsGoogle Business ProfileMailchimpCampaign MonitorMeta Ads

Construction & Trades

Pack 1

Enquiry, Quote & Job Intelligence Pack

Wins more work — responding fast, scoping accurately and chasing quotes through to a decision.

Includes

  • Job Enquiry Agent captures and qualifies enquiries and routes them with scope detail
  • Quote Preparation Agent drafts quotes from scope, rate cards and past jobs for review
  • Quote Follow-Up Agent runs staged, context-aware quote follow-ups and logs outcomes
  • Site Visit Coordination Agent books site visits and prepares scope and access details
  • Scope Summary Agent turns site notes into a structured scope-of-works summary

Common systems

SimPROServiceM8FergusJobberTradifyXeroMYOBOutlookGmail
Pack 2

Project Controls & Document Pack

Keeps projects controlled — RFIs, variations, invoices and safety, all tracked, linked and cost-aware.

Includes

  • RFI Intelligence Agent summarises RFIs, links them to drawings and tracks responses
  • Variation Tracking Agent captures variations, estimates impact and flags approvals
  • Supplier Invoice & Cost Agent extracts invoices, matches them to POs and flags cost overruns
  • Safety Compliance Agent checks safety documents against requirements and flags gaps
  • Project Document Intelligence Agent searches and reasons over project documents and history

Common systems

ProcoreAconexBuildertrendSharePointBluebeamXeroMYOB
Pack 3

Scheduling & Operations Intelligence Pack

Keeps jobs, crews and subbies moving and surfaces delays early — before they cascade through the program.

Includes

  • Job Scheduling Agent optimises and updates schedules around jobs, crews and constraints
  • Subcontractor Coordination Agent chases subbies for status, documents and confirmations
  • Job Status & Progress Agent consolidates daily job status from the field
  • Delay Prediction Agent flags likely delays from progress and dependencies
  • Operations Briefing Agent compiles jobs, crews and exceptions into a manager brief

Common systems

SimPROServiceM8ProcoreBuildertrendFergusJobberMicrosoft 365

Education & Training Providers

Pack 1

Student Enquiry & Enrolment Intelligence Pack

Converts enquiries to enrolments with fast, personalised guidance and chase-ups through every step.

Includes

  • Student Enquiry Agent answers course and enrolment questions grounded in approved information
  • Course Matching Agent recommends courses and pathways from a student's goals and background
  • Enrolment Orchestration Agent guides applicants through enrolment steps and document checks
  • Application Follow-Up Agent chases incomplete applications until they are ready
  • Student FAQ Agent answers common questions from the provider's knowledge base

Common systems

MoodleCanvasBlackboardaXcelerateWisenetGoogle ClassroomMicrosoft Teams
Pack 2

Learning Delivery & Support Intelligence Pack

Supports students and staff with course knowledge, guidance and progress insight — grounded in your own materials.

Includes

  • Course Knowledge Agent answers content questions grounded in your course materials
  • Learning Support Agent gives personalised study support and signposts the right resources
  • Assessment Guidance Agent explains assessment requirements and rubrics without doing the work
  • Lesson Summary Agent generates summaries and revision aids from lesson content
  • Progress & Risk Agent analyses progress to flag at-risk students for staff

Common systems

MoodleCanvasBlackboardGoogle ClassroomMicrosoft TeamsSharePointGoogle Drive
Pack 3

Compliance & Administration Intelligence Pack

Keeps records, compliance and reporting on track for training providers — against funding and regulatory rules.

Includes

  • Compliance Intelligence Agent checks student files against funding and regulatory requirements
  • Missing Document Agent detects and chases missing records and evidence
  • Attendance & Engagement Agent monitors attendance and drives follow-up
  • Certification Agent prepares certificates and completion records for approval
  • Reporting Agent compiles compliance and AVETMISS-style reporting drafts

Common systems

aXcelerateWisenetMoodleMicrosoft 365SharePointGoogle Workspace

Finance, Insurance & Mortgage Brokers

Pack 1

Client Intake & Document Intelligence Pack

Speeds intake — collecting, verifying and chasing client and application documents against KYC and lender rules.

Includes

  • Client Intake Agent captures client and application details into structured records
  • Document Collection & Verification Agent requests, tracks and validates loan and policy documents
  • Missing Information Agent detects gaps and chases clients until the file is complete
  • Identity & KYC Agent checks identity documents against KYC/AML requirements and flags issues
  • Client Correspondence Agent drafts replies grounded in the client's file and product details

Common systems

XplanMercuryApplyOnlineSalesforce Financial Services CloudMicrosoft Dynamics 365DocuSignSharePointOutlook
Pack 2

Compliance & Advice Review Pack

Holds advice and compliance standards — reviewing files, advice and renewals against obligations and suitability.

Includes

  • Compliance Intelligence Agent checks files against compliance requirements and flags gaps
  • Advice Document Review Agent reviews advice documents for consistency, suitability and disclosure
  • Risk Disclosure Agent checks required disclosures and risk warnings are present and correct
  • Renewal Review Agent reviews upcoming renewals against client circumstances and obligations
  • File Audit Agent runs client-file audits and compiles findings with evidence

Common systems

XplanSalesforce Financial Services CloudMicrosoft Dynamics 365SharePointDocuSign
Pack 3

Lead, Renewal & Retention Pack

Grows and retains the book — qualifying, following up and reactivating with full context on every client.

Includes

  • Lead Qualification Agent scores and qualifies enquiries against your criteria
  • Quote Follow-Up Agent runs staged, context-aware quote and application follow-ups
  • Renewal Reminder Agent tracks renewals and drafts timely, personalised outreach
  • Client Reactivation Agent identifies lapsed or at-risk clients and drafts re-engagement
  • Pipeline Insight Agent analyses pipeline and retention risk into a leadership brief

Common systems

HubSpotZoho CRMSalesforceMicrosoft Dynamics 365XplanMercuryOutlook

Don't see your exact workflow?

Every pack is a starting point. We tailor each agent to your documents, systems and approvals — and custom-build for any industry or platform.

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