Case studies
Systems in production, not proofs of concept
Each case study follows the same structure: the situation we walked into, what we built, how it is engineered and what changed. Figures come from the systems themselves. Where a client is under a confidentiality agreement, we describe it by sector.
Flagship engagements
Plain-English questions against a governed life sciences database estate
A natural language analytics service for a commercial intelligence platform used by medical and field teams at global pharmaceutical companies.
Result: Read-only by policy: the pipeline cannot produce a write
Read the case studyAn AI compliance platform for Saudi PDPL, live with banks
A platform that reviews client documents against the Saudi Personal Data Protection Law, scores the gaps and drafts compliant replacements, now in production with banks and finance companies.
Result: 95% content fidelity on AI-drafted documents
Read the case studyClinical NLP and risk models for a US healthcare analytics provider
Clinical NLP, ICD-10 and HCC coding support, readmission risk and claims cost forecasting over large volumes of unstructured clinical notes.
Result: 500K patient records processed by clinical NLP
Read the case studyConversational BI for teams with no data team
Connect a spreadsheet or database and come back to a dashboard that already means something, then reshape it by asking in plain language.
Result: 100% of model calls routed through one traced gateway
Read the case studyMore work
An AI equity research platform that cites every claim
Enter the ticker of a US-listed company and the platform reads five years of filings, earnings call transcripts and market data, then writes a cited memo with growth signals.
Result: 100 names tracked with the same depth every quarter
Read the case studyGoverned BI and a financial data platform for banking and insurance
Semantic layers, a governed financial warehouse and BI across five business units, with strict access control and automated report distribution.
Result: 50% faster dashboards on insurance BI
Read the case studyKnowledge assistants over Slack, Jira, Arabic texts and 20 years of pricing data
Retrieval assistants that unify Slack and Jira knowledge, answer Arabic questions accurately and let analysts query two decades of commodity pricing in plain language.
Result: 2 days to seconds internal time-to-answer on operational questions
Read the case studyMulti-agent retail intelligence on a knowledge graph
A multi-agent system that answers business questions, forecasts and draws its own charts by reasoning over a retail property graph.
Result: 4 specialized agents over one governed graph
Read the case studyBook recommendations at scale, with a self-hosted LLM
A hybrid recommendation engine over more than 10 million titles and a goal-based recommendation chatbot on a self-hosted Llama 3 model.
Result: 60% higher click-through on recommendations
Read the case studyA personal finance app that never phones home
Ten feature areas across iOS and Android, storing every record on the device, with no backend, no login and no transaction data leaving the phone.
Result: 0 servers, accounts or network calls holding user data
Read the case studyBy industry
- 02 Healthcare and pharma 2 case studies. Clinical NLP, risk and claims models, and agentic question answering over medical data.
- 06 Financial services 6 case studies. Compliance AI, research agents, governed lakehouses and regulatory BI.
- 04 Retail and commerce 4 case studies. Recommendation engines, forecasting and multi-agent retail intelligence.
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