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INDUSTRIES

We already speak your operational language

Domain context is most of the work in AI. These are the sectors where we have shipped, understand the constraints, and know which processes should never be automated.

REGULATED

Fintech

Reconciliation agents, KYC document pipelines and risk narratives an auditor can follow back to the source record.

Invoice and payment matching at volume
Onboarding document extraction and checks
Audit-ready traces for every automated decision
CONSENT-AWARE

Healthcare

Documentation support and intake triage where the clinician stays the decision-maker and every data path is written down first.

Structured summaries from unstructured notes
Intake and referral triage assistance
PHI handling reviewed before a line is written
HIGH VOLUME

Logistics & Supply Chain

Exception handling across carriers and partners, document extraction, and copilots for the people making dispatch calls.

Bill of lading and customs document parsing
Delay and exception triage across systems
Partner integrations that stop breaking silently
CUSTOMER-FACING

Retail & E-commerce

Catalogue enrichment, support agents with real order context, and demand signals that reach the buyer in time.

Product data cleanup and generation at scale
Order-aware support that can actually act
Search and recommendation improvements
RIGHTS-AWARE

Media & News

Archive search that actually finds things, editorial workflow tooling, and generation kept inside your rights and standards.

Semantic search over decades of archive
Metadata, tagging and rights tracking
Editorial tools built with the newsroom
SEASONAL LOAD

Hospitality & Travel

Booking and itinerary systems, multilingual guest support, and pricing tools that hold up through peak season.

Guest messaging across channels and languages
Itinerary and booking platform work
Infrastructure sized for seasonal spikes
DOCUMENT-HEAVY

Real Estate

Lease abstraction, portfolio reporting and lead qualification that respects what the CRM already knows.

Lease and contract clause extraction
Portfolio and investor reporting automation
Enquiry handling wired into the CRM
SHOP FLOOR

Manufacturing

Quality and maintenance data made usable, plus procurement and compliance paperwork that eats supervisor time.

Machine and quality data pipelines
Maintenance history search for technicians
Supplier and compliance document handling

Not on the list? Say the workflow out loud

Sector labels matter less than the shape of the work. High volume, clear rules, expensive mistakes: that we know how to handle.

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