The DatiqAI Field Notes
Notes on building decision intelligence.
Engineering deep-dives, product principles, and customer stories from the team building DatiqAI.
Decision intelligence is not just better BI.
Why dashboards plateaued, what changed with grounded LLMs, and how to build for decisions instead of charts.
The archive.
Citations are the new copilot UX.
Trust in AI answers comes from showing the work. A field guide to grounding, citations, and graceful failure.
Replacing the Monday morning deck.
How three institutions shifted from 40-page reports to 3-paragraph AI briefs — without losing rigour.
Why we shipped SOC 2 in week one.
Compliance is not a feature flag. A walkthrough of how DatiqAI's tenant boundaries are built from day zero.
Anomaly detection that doesn't cry wolf.
Most alerting tools generate noise. Here's the statistical and product thinking behind a low-noise alert stack.
We raised a $34M Series A.
DatiqAI's journey from 12 design partners to 200+ customers — and what we'll do with the money.
Forecasting as a first-class feature.
Why we built native time-series into the platform instead of bolting on a notebook.
DatiqAI for higher education.
Inside the model that helps universities forecast retention and balance grant ROI.