IndustriesMarketing
AI for marketing, where one wrong number costs more than it saves.
For most clients, the weekly report is the agency. A language model can draft it in seconds and put a wrong number in it just as fast. We build report engines where the model writes the words and code owns every figure, proven against outside sources before anyone reads it.
What gets in the way
- Every client report written by hand, every week, by the people who should be running the program.
- A model that drafts fast and prints a wrong number with total confidence.
- Figures that have to match the client’s own numbers and two outside sources.
- The one change worth a call, buried in the ones that aren’t.
What we build
- A report engine that computes and freezes every figure before the model writes a word
- One engine for dozens of client programs, with no per-client code
- A verification board that checks every figure against three independent sources
- An anomaly agent in Slack that speaks up for real changes and stays quiet otherwise
- Infrastructure as code across development, staging and production
Client work
4,756 figures compared across three independent sources
41 of 52 client units that match the client’s own report exactly
43 client report programs specified for one engine
Read the story
Use cases
Verified reports
Let the model write the report. Never let it touch a number.
Ask your data
Ask the warehouse a question in plain English. Get the answer and the query that made it.
AI evaluation
Before you trust it, test it. Before you buy it, test the number.
Services that fit
Bring us the project that matters most.
Tell us what you’re building and what’s in the way. You’ll hear back within 24 hours.