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Industries

Domain knowledge is the difference between a demo and a deployment.

A model is a commodity. Knowing what a clinical study report contains, how a container yard behaves month to month, or why a claim gets rejected is not. We have built in each of these industries.

01 / INDUSTRY

Healthcare & Life Sciences

Clinical documentation, medical record review, claim integrity and regulatory submissions — the workflows where accuracy is not negotiable and every output needs a provenance trail.

  • Medical document verification, extraction and cross-record consistency checking
  • Claim review for misleading statements and missing patient information
  • Clinical data specialist support and study documentation
  • FDA and regulatory submission drafting, grounded in source study reports
  • Litigation support: chronologies, record indexing and issue spotting

PROOF

Retrieval-grounded FDA submission drafting for a global pharmaceutical enterprise.

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02 / INDUSTRY

Logistics & Shipping

Movement, capacity and network visibility built from sources you already have access to — cameras, satellites, telematics and transport management systems.

  • Freight and container movement monitoring from live camera networks
  • Warehouse and yard activity tracking from satellite imagery
  • Route optimisation informed by observed rather than reported traffic
  • Document automation across bills of lading, customs and proof of delivery

PROOF

94% truck detection accuracy across nationwide US highway camera feeds.

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03 / INDUSTRY

Manufacturing & Industrial

Vision on the line and intelligence in the back office — quality inspection, site monitoring and the knowledge systems that keep institutional expertise available.

  • Visual quality inspection and defect classification
  • Site, yard and asset monitoring from aerial and satellite imagery
  • Maintenance and SOP assistants grounded in engineering documentation
  • Production and supply data platforms with self-serve analytics

PROOF

80%+ detection accuracy on low-resolution ESA imagery for industrial site monitoring.

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04 / INDUSTRY

Retail & E-commerce

Vendor, merchandising and customer operations — where the data volume is large, the questions are constant, and the analyst queue is the constraint.

  • Natural-language analytics over vendor, order and invoice data
  • Customer service automation with genuine catalogue and policy knowledge
  • Demand and inventory intelligence built on your warehouse
  • Product content generation and enrichment at catalogue scale

PROOF

A generative analytics assistant over large-scale Snowflake vendor trading data.

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06 / INDUSTRY

Financial Services & Automotive Retail

Comparison, affordability and advisory workflows where the right answer depends on modelling costs the customer cannot see.

  • Multi-option financial comparison and total-cost modelling
  • Advisory agents that explain their reasoning rather than assert a result
  • Document processing across applications, statements and agreements
  • Customer engagement automation with compliance guardrails

PROOF

AutoAdvisor — a multi-agent ownership advisor recognised in the NOVA AWS Challenge.

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Available for new engagements

Working in an industry not listed here?

The pattern transfers more often than not. Tell us the workflow and we will tell you honestly whether our experience applies or whether you need someone else.