We build proprietary AI products — validated, privacy-first, human-in-the-loop — and deliver the data infrastructure that makes them work. From R&D-registered research to production cloud platforms, we bridge the gap between AI ambition and measurable outcomes.
Our modern technology stack
Seven production-ready AI products built on Sentimate — our proprietary multi-signal fusion engine. Each solves a specific real-world problem, with a human always in control of the outcome.
Early-warning AI for schools. Reads attendance, behaviour and academic trends into a plain three-state weekly view per child — Settled, Watch, or Support. Never a score, never a diagnosis. Teacher always decides.
Humanitarian application of the Sentimate engine for UNHCR and the UNICEF Venture Fund. Field-partnership model — DOT contributes technology in-kind, field partners contribute access and clinical oversight.
Governance layer for AI in sensitive contexts — four decision states (Allow / Modulate / Escalate / Override) that keep a human in control. Built for teen mental health AI use cases, targeting Kids Helpline and headspace.
An in-house LLM built on your own data. Executives type a question or request in plain language and get a report or dashboard in seconds — no analyst in the loop, no waiting. Like ChatGPT, but grounded entirely in your organisation's data.
Semantic search across your entire document library. Ask a question in natural language and LensDOT returns the top 10 closest-matching documents — ranked by meaning, not just keywords. Contracts, policies, reports, manuals — all searchable instantly.
Behavioural fraud detection that learns individual patterns — typing speed, typical spend, common login locations — to flag account takeovers. Real-time velocity checking catches micro-transaction clusters and card-testing sequences. Ensemble models combine fast numeric scoring with context-aware text encoders to minimise false rejections.
Your best prompts, one click away in ChatGPT, Claude and Gemini — with cost known before you hit send. Team libraries, reusable templates and pre-run token cost signals for anyone running prompts at volume.
Architect and build enterprise data foundations on Azure, AWS, Snowflake, and Microsoft Fabric — scalable, secure, and built for growth.
Learn more →Self-service Power BI dashboards and enterprise reporting that give decision-makers trusted, real-time insights — without waiting on IT.
Learn more →Intelligent AI agents that automate workflows, surface insights, and augment your team's decision-making — built on enterprise-grade frameworks.
Learn more →Connect systems, automate pipelines, and ensure clean reliable data flows from operational systems through to enterprise reporting.
Learn more →Define a clear data roadmap, assess your maturity, and prioritise investments with measurable ROI — no fluff, no jargon.
Learn more →We don't just build — we upskill your team. From Power BI workshops to data governance coaching, we leave your people empowered.
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