Uses commodity-y buzzwords ('cloud', 'SaaS', 'AI integration') but the offering is bespoke consulting and delivery leadership, not a product you can drop into an AI toggle.

Clear ML/AI work and mentions of third‑party statistical libraries without any sign of proprietary model ownership — heavy reliance on external models and libraries.

Multiple bespoke platforms (campaign management, offline-first mobile, dispute resolution, national registers) show ownership of operational, repeated workflows for customers.

Named government and enterprise customers and cloud/platform experience give credible channel access, but there’s no sign of productized marketplace distribution or volume SaaS channels.

Evidence of deep, technical integrations — telco short‑code systems, BLE instrumentation, offline sync, SQL Server, MapBox — signaling real engineering stickiness.

Strong signals of enterprise and public-sector trust: statutory-deadline delivery, PCI DSS/regulatory delivery experience, and critical‑infrastructure projects for government bodies.

National registers, telco integrations and offline-first mobile workflows create data/configuration and operational lock-in that raise real switching costs for clients.

Clear enterprise customers and a variety of paid engagements indicate commercial credibility, but pricing is hidden and the business is consultancy-first rather than a productized revenue engine.

Enterprise platforms get baseline credit for embeddedness and trust.

Move slightly safer — this is bespoke enterprise consulting with deep integrations and regulatory trust, not a productised LLM wrapper, so it deserves modest downward vulnerability adjustment versus typical platform peers.

Tristan Stone – technical director and CTO