AI use cases for every part of your business

Explore 50+ real ways teams run their business on Numa — across finance, sales, operations, HR, marketing, legal and customer success. Search or filter by function and industry to find what fits yours.

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Finance

Accounts payable automation

Incoming supplier invoices processed, validated against POs, and routed through AP approval workflow — connected to accounting software (Reckon/Xero). Eliminates manual keying and chasing approvers.

AP errors eliminated; faster payment cycles; finance staff on exception management only

Manufacturing, Professional Services

accounts-payable-automation

Finance

Accounts receivable intelligence & debtor follow-up

Outstanding invoice dashboard with one-click reminders, escalation flags, and predictive follow-ups based on each customer’s payment behaviour — connected to accounting software (Xero/Reckon).

Cash collected faster; AR managed proactively; finance team chases exceptions, not everything

Manufacturing, Professional Services

accounts-receivable-intelligence-and-debtor-follow-up

Legal & Compliance

Agricultural & farm regulatory compliance reporting

Generates compliance reports from farm records; checks against regulatory requirements; centralises farm SOPs, supplier information, and operational knowledge for instant retrieval.

Audit-ready compliance documentation; farmers on farm, not admin

Other

agricultural-and-farm-regulatory-compliance-reporting

Marketing

Brand voice agent & communications consistency

Enforces brand guidelines across all written outputs — monitors mentions, ensures tone consistency, and adapts messaging to different channels while maintaining a unified voice.

Consistent brand voice at scale; no off-brand content published; marketing team on strategy, not policing tone

Manufacturing, Professional Services

brand-voice-agent-and-communications-consistency

Marketing

Campaign performance reporting with commentary

Pulls campaign data from connected platforms; generates performance summaries with automated commentary for monthly client-facing reports.

More accounts per team member; reports delivered faster; consistent quality

Professional Services

campaign-performance-reporting-with-commentary

HR & People

Candidate screening & recruitment automation

Screens CVs against role requirements, scores and ranks candidates, generates shortlists with reasoning, drafts job ads and position descriptions from role context.

Faster shortlisting; consistent evaluation criteria; hiring managers reviewing candidates, not sifting CVs

Professional Services, Manufacturing

candidate-screening-and-recruitment-automation

Finance

Client financial reporting & management dashboards

Pulls client financial data and generates management reports, advisory dashboards, and campaign performance summaries automatically — with commentary drafted for advisor review.

More clients served per advisor; reports delivered faster and more consistently

Professional Services

client-financial-reporting-and-management-dashboards

Customer Success

Clinical billing verification & workflow automation

Automates transaction checking against billing records to flag revenue leakage; aggregates clinical pathway information into structured report frameworks.

Billing leakage recovered; higher radiologist throughput; consistent clinical documentation

Other

clinical-billing-verification-and-workflow-automation

Sales

Competitor & market intelligence monitoring

Continuously monitors competitor activity, pricing changes, product launches, and market signals — delivers structured briefings with strategic implications and suggested responses.

First-mover advantage on market shifts; sales team armed with competitive positioning; strategic decisions backed by current data

Manufacturing, Construction & Trades, Professional Services, Other

competitor-and-market-intelligence-monitoring

Legal & Compliance

Compliance & job certification records (field trades)

Auto-generates compliance certificates, inspection records, H&S reports, and job completion documentation at point of completion on-site — mobile accessible.

Consistent, complete job records; faster sign-off; senior staff freed from repeat queries

Construction & Trades

compliance-and-job-certification-records-field-trades

Marketing

Content creation — newsletters, social media & press releases

Drafts fan newsletters, membership communications, social media content, match-day reports, promotions, and press releases from brand templates — consistent voice at scale.

Content produced same-day; owner/staff time freed for client work

Other

content-creation-newsletters-social-media-and-press-releases

Legal & Compliance

Contract & legal document drafting

Drafts contracts, legal agreements, variation notices, and legal correspondence from a precedent library and client context — lawyer reviews and approves before sending.

Professionals on client advice; faster turnaround; consistent precedent use

Professional Services, Construction & Trades

contract-and-legal-document-drafting

Customer Success

Customer email & inquiry handling

Monitors customer-facing inboxes; categorises every email; drafts accurate, personalised replies using FAQs, T&Cs, product knowledge, and pricing — routes only exceptions to staff.

3x–6x ROI; CS staff on high-value work only

Manufacturing, Professional Services, Other

customer-email-and-inquiry-handling

Operations

Customer operations, booking & service documentation

Handles inbound customer queries, booking requests, and service FAQs; drafts responses for staff approval; generates job cards, service reports, and operational paperwork from templates.

Higher query throughput without additional frontline staff; technicians on core work, not paperwork

Other

customer-operations-booking-and-service-documentation

Customer Success

Customer tracking updates & self-service portal

Event-based shipment updates from logistics systems sent to customers automatically; shareable live-tracking links; branded customer portal with product documentation packs.

Customers self-serve; inbound call volume drops; every shipment visible without a phone call

Manufacturing

customer-tracking-updates-and-self-service-portal

Operations

Data extraction, document processing & form auto-fill

Reads incoming documents (invoices, receipts, forms); extracts structured data; auto-fills downstream systems, reconciliation tools, and compliance forms — eliminates manual re-keying.

Zero re-keying errors; documents processed at intake; staff on exceptions only

Manufacturing, Construction & Trades, Professional Services

data-extraction-document-processing-and-form-auto-fill

Operations

ERP & CRM data access for all staff

Enables every staff member to query live ERP and CRM data (NetSuite, HubSpot) in plain language — no credentials or system training required.

Data democratised across the team; power user bottleneck removed; faster order turnaround

Professional Services

erp-and-crm-data-access-for-all-staff

Sales

Estimating, take-off & quote generation

Reads floor plans, spec documents, and job briefs; references past job pricing from a knowledge base; produces a draft take-off or quote for review.

More quotes out the door; faster turnaround; 4x+ ROI

Construction & Trades, Professional Services

estimating-take-off-and-quote-generation

Operations

Event planning & programme coordination

Manages event logistics, programme scheduling, venue coordination, and attendee communications — generates run-sheets, tracks RSVPs, and handles last-minute changes.

Events run smoothly without dedicated event staff; nothing falls through the cracks

Other

event-planning-and-programme-coordination

Operations

Feasibility decision agent & scenario modelling

AI agent trained on feasibility models and TM1 data; compares site options across 250+ inputs; runs unit mix margin comparisons and what-if scenarios.

4x+ ROI; more sites evaluated per cycle; better margin decisions

Professional Services

feasibility-decision-agent-and-scenario-modelling

Sales

Feasibility research & grant applications

Researches and summarises feasibility data from multiple sources; drafts funding and grant applications from evidence base and supporting documentation.

More applications submitted; higher-quality evidence-backed submissions

Engineering

feasibility-research-and-grant-applications

Finance

Financial analysis, forecasting & scenario modelling

Scenario planning, cash flow forecasting, and what-if analysis from accounting data; compares options across hundreds of variables — live connected data, not spreadsheet exports.

Data-driven decisions; more scenarios evaluated; finance team on interpretation, not data pulling

Manufacturing, Professional Services

financial-analysis-forecasting-and-scenario-modelling

HR & People

HR compliance audit documentation

Formats and packages HR audit outputs — policies, compliance records, and gap analyses — into structured client-ready reports.

Audit outputs delivered faster; consultant time on findings, not formatting

Professional Services

hr-compliance-audit-documentation

HR & People

HR document generation (contracts, JDs, onboarding packs)

Generates employment contracts, position descriptions, onboarding documentation, and HR correspondence from policy templates and role context.

Consistent, compliant HR documents; consultants on client strategy, not document production

Professional Services

hr-document-generation-contracts-jds-onboarding-packs

Operations

Internal knowledge assistant (SOPs, M365, intranet)

Instant search across SOPs, internal documentation, and SharePoint/M365 files via plain-language chat. Handles support queries and FAQs before human escalation.

Answers in seconds, not inbox threads; support handled without proportional headcount growth

Professional Services

internal-knowledge-assistant-sops-m365-intranet

Operations

Inventory management & procurement intelligence

Tracks stock levels, purchase history, and ingredient traceability; flags reorder points; analyses supplier pricing trends; supports procurement decisions with data from past purchases.

No stockouts; better supplier terms from data-backed negotiation; full traceability for compliance

Manufacturing

inventory-management-and-procurement-intelligence

Operations

IT service management & multi-tool orchestration

Orchestrates across HaloPSA, ServiceM8, Xero, Outlook, and Teams — automates ticket routing, service delivery workflows, billing reconciliation, and client communications from a single agent.

Fewer tickets falling through cracks; faster resolution; billing always reconciled with service delivery

Professional Services

it-service-management-and-multi-tool-orchestration

Finance

Job & project profitability dashboard

Pulls live ERP/trade software data (NetSuite, Catapult, Xero) — real-time job cost variance vs. budget, flags over-runs as they happen.

Live visibility on every job; eliminates consultant fees

Manufacturing, Construction & Trades

job-and-project-profitability-dashboard

Legal & Compliance

KYC & AML compliance due diligence

Automates know-your-customer checks, anti-money laundering screening, and compliance due diligence workflows — flags risk indicators and generates structured compliance reports.

Faster client onboarding; no compliance gaps; audit trail generated automatically

Professional Services

kyc-and-aml-compliance-due-diligence

Sales

Landlord onboarding & new business conversion

Agent trained on SOPs and email templates guides team through the full multi-step onboarding process across Palace, HubSpot, and Airtable; drafts onboarding emails and answers process questions instantly.

10x+ ROI; faster response = 2–3 extra landlords/month

Professional Services

landlord-onboarding-and-new-business-conversion

Customer Success

Matter summarisation & client communication drafts

Summarises lengthy matter files, email threads, and client documents; extracts key dates, obligations, and action items; drafts follow-up communications for review.

Faster matter handover; consistent client communications at scale; new staff productive faster

Professional Services

matter-summarisation-and-client-communication-drafts

Operations

Meeting analysis & action-item extraction

Records, transcribes, and analyses meetings automatically — extracts decisions, action items, owners, and deadlines into structured summaries. Drafts follow-up communications and tracks commitments across sessions.

No action items lost; meetings produce accountable outputs; team aligned without manual note-taking

Construction & Trades, Manufacturing, Professional Services

meeting-analysis-and-action-item-extraction

Legal & Compliance

NZ legal & regulatory Q&A assistant

Answers plain-language questions about NZ legislation, building codes, privacy law, and cadastral survey requirements — with references to specific sections and regulations.

Instant regulatory answers without waiting for specialist availability; decisions made with confidence

Engineering, Professional Services

nz-legal-and-regulatory-q-and-a-assistant

Operations

Order-to-dispatch automation

Extracts order data from inbound emails/PDFs; routes to ERP for sign-off; triggers packaging labels, dispatch documentation, and logistics provider; sends proactive customer tracking updates.

No manual dispatch; customers stop chasing; faster order fulfilment

Manufacturing

order-to-dispatch-automation

HR & People

Policy assistant & staff self-service

Answers staff questions about leave, workplace procedures, and compliance requirements in plain language from the HR knowledge base — without involving HR.

Staff get answers instantly; HR team on advisory, not answering the same questions repeatedly

Professional Services

policy-assistant-and-staff-self-service

Legal & Compliance

Policy drafting & compliance documentation

Generates, updates, and formats policy documents, compliance reports, and audit outputs from templates — covering workplace H&S, industry regulations, and internal governance.

Policy library always current; audit-ready documentation; compliance staff on risk management

Professional Services, Other

policy-drafting-and-compliance-documentation

Operations

Production scheduling & work order management

Reads staff capabilities, certifications, and work orders from ERP; generates daily line assignments; live factory-floor work order status; barcode scanning for stock traceability.

~50% reduction in scheduling time; total production visibility

Manufacturing

production-scheduling-and-work-order-management

Sales

Proposal & capability statement writing

Drafts engineering proposals, capability statements, and client-facing technical reports from past work, templates, and client brief. Includes copy-editing and house-style formatting.

More bids submitted; senior staff on delivery and client relationships, not writing

Engineering, Professional Services

proposal-and-capability-statement-writing

Sales

Prospect outreach & CRM intelligence

Searches NZ Companies Register for director contacts; cross-checks against CRM; drafts personalised outreach at scale. CRM integration enables finding similar customers and generating marketing propositions.

355 manual lookups replaced; CRM always current; sales team selling with better data

Construction & Trades, Manufacturing

prospect-outreach-and-crm-intelligence

Marketing

Prospect outreach & lead generation campaigns

Researches target companies and decision-makers; cross-checks against CRM; drafts personalised outreach at scale.

355 manual lookups replaced; scaled outreach without adding headcount

Construction & Trades

prospect-outreach-and-lead-generation-campaigns

Operations

R&D knowledge base & BOM/recipe management

Searches decades of formulation records, trial notes, and SOPs in natural language; BOM auto-updated when operators log extra batch ingredients; cross-references BOM vs engineering drawings.

True cost per batch; fewer production errors; faster R&D cycles; institutional knowledge retained

Manufacturing

r-and-d-knowledge-base-and-bom-recipe-management

Legal & Compliance

Safety Data Sheet (SDS) & regulatory document generation

Generates material safety data sheets, GMP reports, branded compliance documents, and QR-coded product packs on demand from templates and operational records.

Always-current compliance docs; instant generation at point of need; audit-ready

Manufacturing

safety-data-sheet-sds-and-regulatory-document-generation

Sales

Sales email prioritisation & inbox triage

Scans incoming emails, scores them by revenue potential and urgency, surfaces the messages that need attention first — filters noise from newsletters, notifications, and low-priority threads.

Revenue-critical emails never buried; faster response to hot leads; sales team focused on high-value conversations

Construction & Trades, Professional Services

sales-email-prioritisation-and-inbox-triage

Operations

Scheduling, booking & calendar management

Handles meeting scheduling, client appointment booking, and team coordination — resolves conflicts, sends confirmations, and syncs across calendar systems automatically.

No double-bookings; clients get instant scheduling; admin time eliminated from coordination

Professional Services, Manufacturing, Construction & Trades

scheduling-booking-and-calendar-management

HR & People

Staff & process onboarding automation

Guides new team members or clients through multi-step onboarding using SOPs and policy documents; drafts all onboarding communications and tracks completion.

Consistent onboarding experience; coordinator time on exceptions only

Professional Services

staff-and-process-onboarding-automation

Operations

Strategic consulting & coaching session management

Supports consultants and coaches with session preparation, captures takeaways and commitments, generates follow-up materials, and maintains client engagement continuity between sessions.

Richer client sessions; commitments tracked automatically; consultants focused on advice, not admin

Professional Services

strategic-consulting-and-coaching-session-management

Legal & Compliance

Subcontractor qualification & compliance management

Processes subcontractor qualification documents; flags insurance, licence, and compliance gaps; tracks QS pipeline; auto-generates onboarding packs and H&S documentation.

No compliance gaps in supply chain; faster subcontractor onboarding; audit-ready documentation

Construction & Trades

subcontractor-qualification-and-compliance-management

Finance

Tax preparation & client document processing

Reads inbound client documents (tax returns, financials, source records); classifies, extracts key data, and routes to the right workflow. Frees accountants for advisory work.

Advisors on client strategy, not processing; more clients per advisor; fewer errors

Professional Services

tax-preparation-and-client-document-processing

Operations

Technical documentation & compliance Q&A (mobile)

Plain-language questions against technical manuals, SOPs, product specs, and regulatory standards — answers with page references, accessible on mobile.

Operators self-serve; less production downtime; consistent regulatory answers

Manufacturing

technical-documentation-and-compliance-q-and-a-mobile

Sales

Tender document extraction & bid response generation

Reads large RFPs; extracts key requirements and selection criteria; auto-compiles CVs for nominated personnel; drafts capability statements and tender response sections from a central library.

Estimating team on bid strategy, not extraction; consistent outputs every submission

Construction & Trades

tender-document-extraction-and-bid-response-generation

Sales

Tender inbox management & QS assignment

Monitors dedicated tender email inbox; extracts service keywords from RFPs; sorts into packages; assigns to the right QS by specialty; populates a priority tracker automatically.

Avoided replacement hire; tender pipeline fully managed without a dedicated admin role

Construction & Trades

tender-inbox-management-and-qs-assignment

HR & People

Training & certification programme builder

Designs structured training programmes, creates learning content, builds certification frameworks, and reviews training materials for completeness and compliance alignment.

Faster onboarding of new capabilities; consistent training quality; compliance training always current

Construction & Trades, Professional Services

training-and-certification-programme-builder