Clerecy's Mission: Make the regulated world the most modern
Recent Work
Our focus areas: letting a citizen's own AI agent work directly with a government website, producing legal citations that hold up to verification in policy work, and providing tools that can update a dense policy site without breaking it. Each serves the same end. Policy-forward government teams become more capable of meeting constituent needs, with a named person accountable for every change.
WebMCP Challenge: an agent-native government site
Our entry publishes a fifty-one page agency site whose agent tools are emitted by the CMS at publish time, not written by hand. Watch the three-minute submission.
See the entryUnion Nexus: legal citations that hold up
Grievance case files in which every quotation is matched character by character against its source. In production, 2.41% of citations fail verification, down from 7.35%. Our strongest recorded run produced 908 citations with none failing.
See the benchmarksAgents inside the CMS: what we measured
Three public benchmarks of AI agents doing real content work. Zero broken links, 39% fewer tokens, and a one-turn refusal where competitors deleted the page.
Read the findings#AllThingsAgentic: Clerecy AI Router
Every AI call our products make is routed, logged, costed, and approved by a named person.
Read the announcementFounder Spotlight
Heitham Ghariani
Heitham Ghariani has delivered digital transformation in private, state, and federal organizations. His last fifteen years inside a federal banking regulator, running the product teams that carried policy to the public, shaped a conviction: the regulated world deserves the most modern products. Clerecy exists to build them.
Standards
- AI-Ready Architecture
- Regulatory-First Engineering
- Data Sovereignty
- Business Aware Communication Tools
- Policy to Digital Pipeline
“Precision in regulated environments creates the foundational stability required for true innovation.”
Heitham Ghariani, Founder, Clerecy