Industry playbooks

Agribusinesses and food producers use open models for agronomy advice, traceability documents, quality reports and farmer-facing multilingual support.

7 use cases · 6 steps

OEMs, dealers and mobility providers use open models for in-vehicle assistants, dealer service support, warranty-claim analysis and engineering documentation.

9 use cases · 6 steps

Banks run customer service, KYC extraction, credit summarisation and policy search on open models kept inside the data centre.

12 use cases · 6 steps

Schools and universities use open models for tutoring, grading support, course-material generation and admin help, with student-data protection built in.

10 use cases · 6 steps

Utilities and energy companies use open models for outage communication, asset-maintenance copilots, regulatory filings and field-worker support.

9 use cases · 6 steps

Wallets, lenders and payment processors use open models for support automation, dispute handling, merchant onboarding and fraud-analyst tooling.

9 use cases · 6 steps

Agencies use open models for citizen services, case-work summarisation, policy research and records management under data-sovereignty rules.

9 use cases · 6 steps

HR teams and staffing firms use open models for candidate screening support, policy Q&A, job-description drafting and employee helpdesks, with bias controls.

8 use cases · 6 steps

Hospitals use open models for discharge summaries, coding, patient-message triage and clinical search with PHI kept on-premises and clinicians in the loop.

10 use cases · 6 steps

Software companies and IT departments use open models for coding assistants, internal knowledge search, incident response, and customer technical support.

9 use cases · 6 steps

Insurers use open models for claims intake, policy servicing, underwriting summaries and fraud triage with a full audit trail.

9 use cases · 6 steps

Law firms and legal departments use open models for contract review, due diligence, research memos and e-discovery with privilege protected on-premises.

9 use cases · 6 steps

Carriers, forwarders and 3PLs use open models for shipment-status support, customs documentation, exception handling and dispatcher copilots.

9 use cases · 6 steps

Manufacturers use open models for maintenance copilots, quality-incident analysis, SOP search, supplier documents and shop-floor multilingual support.

9 use cases · 6 steps

Publishers, broadcasters and studios use open models for content tagging, summarisation, localisation, archive search and audience support.

9 use cases · 6 steps

For sectors without a dedicated playbook: the generic questionnaire with no industry-specific compliance checks.

7 use cases · 6 steps

Pharma teams use open models for literature review, regulatory writing, pharmacovigilance case processing and lab-protocol assistance under GxP controls.

9 use cases · 6 steps

Developers, brokers and property managers use open models for listing content, lease abstraction, tenant support and valuation research.

8 use cases · 6 steps

Retailers use open models for product search, catalogue enrichment, customer support, returns handling and merchandising copy at high volume.

9 use cases · 6 steps

Operators use open models for very high-volume customer support, network-operations copilots, billing dispute handling and CDR-safe analytics.

9 use cases · 6 steps

Hotels, airlines and travel platforms use open models for multilingual guest service, booking changes, itinerary planning and review response.

8 use cases · 6 steps