Transparency duty
Automated decisions must be explainable to the person they affect.
Solutions / Public Sector
Serve More People With The Same Team
Casework, records, and correspondence handled with transparency, auditability, and a human in every consequential loop.
- Every routing decision
- Explainable
- Before it is sent
- Human-approved
- End to end
- Auditable
The problem
What Makes This Sector Hard
The constraints that shape every architectural decision we make here.
Legacy records
Decades of archives in formats designed for microfiche, not for search.
Procurement reality
Timelines, documentation, and cost scrutiny that commercial projects never face.
Equity of service
Quality cannot vary by language, literacy, or channel.
What we build
Workflows That Earn Their Keep
The highest-volume, lowest-judgement work first. That is where automation pays.
Casework triage
Classify and route incoming cases with the reasoning recorded for review.
Records search
Make archives answerable with citations to the originating document.
Correspondence drafting
Draft replies grounded in current policy for an officer to approve.
Translation support
Multilingual service with human review on anything consequential.
Tooling
Typical Stack For This Work
- PostgreSQL
- Elastic
- Python
- Docker
- Kubernetes
- Anthropic
Get started
Let's Build It, Together
Tell us what you are trying to ship. We will tell you the three shortest paths to it, and which one we would actually take.