Delivered outcome · production evidence
35,643 regulatory rules made searchable with cited AI answers
Businesses and compliance teams needed a faster, more affordable way to find current federal and state regulations without manually searching fragmented, specialist sources.
What Zenveus built
The work behind the result.
A jurisdiction-aware regulatory AI platform with citation-grounded RAG chat, automated web and PDF ingestion, scheduled change detection, tiered entitlements, billing, analytics, and audit logging.
Continuous regulatory ingestion
Built web and PDF ingestion pipelines with scheduled change detection to collect and monitor 35,643 rules from 1,994 sources.
Citation-grounded regulatory AI
Implemented jurisdiction-aware retrieval with PostgreSQL, pgvector, local embeddings, and Claude so answers remained tied to relevant source material.
Production SaaS controls
Delivered entitlements, billing, analytics, audit logging, event streaming, email, and Azure container, queue, and storage infrastructure around the knowledge system.
Engineering takeaway
A trustworthy regulatory assistant requires more than an LLM: it needs a current knowledge pipeline, jurisdiction-aware retrieval, citations, access controls, and observable operations.
Explore a similar path
The services behind this outcome.
Start with the part of the system that matches your constraint. We will scope the smallest engagement that creates usable production evidence.
Agentic AI & Workflows
Design grounded agents, retrieval systems, guardrails, and production AI workflows.
Explore service Service / 02SaaS Development
Build maintainable SaaS platforms with permissions, billing, integrations, and operational tooling.
Explore service Service / 03Elastic Infrastructure
Create cost-aware deployment, observability, scaling, and release foundations.
Explore serviceBring us the constraint
Build the evidence your product needs next.
We can audit, harden, take over, or build the system — with a defined outcome and a production handoff.