Our products
Software we make
and stand behind
Alongside client work, we build our own products, and we host and run them the same way we run everything else.
Insight · lead product
Ask your data a question.
See every step.
AI that answers plain-language questions about your organization's own data, running on your own servers. Built for organizations with sensitive data: regulators, lenders, telcos and government.
Stays on your servers
Runs fully on your own infrastructure, with an optional local AI model, so data need not leave.
Respects who sees what
Enforces row-level access on every question, for every user.
Shows its working
Every answer comes with the query, the access rule applied and the rows used.
Reads your documents
Answers from policies and manuals, with citations.
Plugs into your tools
An API for your own apps, bots and AI agents.
- Query
- Access rule applied
- Rows used
- Answer
Illustrative demo with sample data

Kumuni · for local government
One branded app for a whole city
Each LGU gets its own app, under its own name. Residents reach services, pay dues and receive benefits in one place, and the city gains the data it needs for better decisions and future AI use.
- Pay without lining up. Residents settle local taxes and fees from their phones.
- Benefits to verified residents. Assistance, stipends and senior, PWD and solo-parent programs go to real people.
- One profile for every service. Documents are reused across services, with consent-based sharing.
- Support local business. Digital tools and storefronts for local merchants.
Privacy by design: residents share their data with consent, and only what each service needs.
Puls8 · by inquiry
Political intelligence for campaigns
Puls8 turns public, polling and field data into a weekly brief and timely alerts, each with recommended actions: what is changing, why it matters, and what to do next.
It analyzes groups, never individuals, and applies the same standard to every side.
Need something none of these do?
We also build to order, and take what your team builds with AI to production.
Talk to us