PREECURSOR
AI consulting

AI consulting for public sector

Constituent services, casework, and document automation built for transparency, accountability, and public trust.

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Overview

Where AI earns its place in Public Sector

Public agencies carry enormous caseloads under intense scrutiny — which makes grounded, auditable AI exactly the right tool and the wrong place for hype. We build constituent-facing and back-office systems that cut backlogs while keeping a clear, defensible record of how every answer was reached.

What we build
01
Constituent services
Grounded assistants that answer in plain language across programs and channels, with escalation paths that respect due process.
02
Casework & document automation
Extraction, summarization, and drafting that move benefits and permitting queues without sacrificing the audit trail.
03
Transparency & accountability
Provenance, logging, and bias review designed for FOIA, oversight, and public confidence from day one.

Put AI to work in public sector

Bring us the metric you need to move. We will tell you what we would build, how long it takes, and what it is worth.

See our work