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Montlify
One workspace holding 33+ AI tools for writing, research and chat, with the accounts, subscriptions and infrastructure needed to keep them all running.
- React
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- Streaming
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Sovereign
A self-hosted platform that audits contracts against GDPR, HIPAA and SOC 2 and returns cited, severity-ranked risk reports — with inference running on the customer's own GPUs, so no document leaves their network.
Open sovereign-compliance.vercel.app
Architecture, retrieval pipeline and full-stack build
3
Frameworks audited: GDPR, HIPAA and SOC 2
Private
Inference on the customer's own AMD GPUs
Cited
Every finding points back to the clause it came from
What made it hard
A compliance team cannot paste a contract into a hosted model, because the document is the confidential thing. Sovereign had to do the work without the data leaving the building, and produce findings a lawyer would accept — which means no risk can be raised without the clause that supports it.
How it was built
- 01
Retrieval over the regulation, not just the contract
GDPR, HIPAA and SOC 2 chunked and indexed so a contract clause can be matched against the specific obligation it engages, rather than against a general summary of the law.
- 02
Citations as a hard requirement
The pipeline will not surface a finding it cannot attach to a source clause. That constraint is what makes the report usable as evidence instead of merely suggestive.
- 03
Severity ranking
Findings ordered by exposure, so a reviewer reads the three that matter before the thirty that do not. An unranked list of risks is a way of hiding the important ones.
- 04
Private inference
LLM orchestration against self-hosted inference on the customer's own AMD GPUs. The privacy guarantee is architectural rather than contractual — the documents never have anywhere else to go.
What it does
- Contract ingestion
- GDPR, HIPAA and SOC 2 audits
- Retrieval-augmented analysis
- Cited findings
- Severity-ranked reports
- Self-hosted deployment
More work
Other things we've shipped.
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Have something like this in mind?
A short call, then a written scope with a fixed price and a date. Scoping costs nothing and the document is yours either way.