Sessions with practitioners.
Working sessions rather than product demonstrations. Each one takes a single hard part of running civic intelligence and walks through how teams have actually handled it.
Upcoming
Register for a live session
Confidence scoring in practice
How to compute and present confidence so that a thin-data ward is visibly a thin-data ward, and why that turns out to improve coverage rather than damage credibility.
For: Analysts and data leads
Making resolution mean something
Introducing evidence requirements and independent verification into an existing grievance workflow — including how to handle the quarter where closure rates fall.
For: Service delivery and operations
Recorded
Watch on demand
Open the geography first
38 min
Why most civic data problems are modelling problems, and what it takes to make one geographic hierarchy authoritative across departments.
Voice-first field reporting
42 min
Getting usable observations out of a low-bandwidth, multilingual field network without requiring literacy in English or a working connection.
Governing AI agents in a command centre
51 min
Agent registries, data and geographic scopes, approval gates and what a complete execution audit needs to record.
Reporting at the level the evidence supports
35 min
The eight measurement levels, how reach quietly becomes an opinion claim, and what an impact study has to record before it can use the word attribution.
Want a session for your team?
We run these privately for deployment teams, tailored to the modules you are actually rolling out.