Platforms
14 platforms, three research themes.
Each platform is local-first: your data stays on your machine, with encryption, role-based access, and a person reviewing anything an AI model produces. Status labels show where each one stands today.
Theme 01
Operationalizing governance controls
Security and AI governance frameworks are only useful if an organization can act on them. The Enclave suite turns NIST, CMMC, and AI governance requirements into local-first working tools: assess, document, evidence, and report, with a person reviewing the result.
Enclave-AI
In developmentAI governance workspace
AI system inventory, control mapping, gap analysis, evidence vault, and a Policy Studio. Covers the NIST AI RMF, NIST CSF 2.0, ISO/IEC 42001, the EU AI Act, and U.S. state AI laws.
Tauri 2 · Rust · React · SQLCipher
Enclave-SSP
In developmentSystem Security Plans for CMMC Level 2
Control narratives, three-tier evidence, POA&M tracking, and CUI marking, exported as a Word SSP and a full audit package.
Tauri 2 · Rust · React · SQLCipher
Enclave-GAP
In developmentExplainable policy gap analysis
Scores written security policies against NIST SP 800-171 Rev 2 and Rev 3 with a rule-based engine, so every score traces back to the terms found or missing.
Tauri 2 · Rust · React
Enclave-POL
In developmentPolicy drafting with a local model
Generates control-by-control policy documents with a local Ollama model, flags controls for closer review, and records a human-review acknowledgment before anything leaves the app.
Tauri 2 · Rust · React · Ollama
Enclave-Vault
PlannedTraceability for AI evidence
A multi-user server for AI inventory, versions, approvals, evaluations, and tamper-evident evidence, with separated roles so no one person can approve and audit the same record. Requirements are accepted; the build is in early phases.
Rust · SQLCipher
Theme 02
Comparative regulation across jurisdictions
AI and data-protection law differs by country. These three desktop applications give consultants a per-client, encrypted workspace for the rules that apply in Panama, Portugal and the EU, and Canada.
Ley81-Suite
In developmentPanama AI and data-protection compliance
Ley 81, Executive Decree 285, Ley 478, AIG 07, GDPR, the EU AI Act, ISO/IEC 42001 and 27001, NIST CSF 2.0, and COBIT 2019, in Spanish and English.
Tauri 2 · Rust · React · SQLCipher
TerraGuard-PT
In developmentPortugal and EU compliance
Per-client encrypted vaults, an EU AI Act triage for prohibited and Annex III systems, a record of processing, and a signed self-assessment certificate. Covers GDPR and Decree-Law 125/2025, in English and Portuguese.
Tauri 2 · Rust · React · SQLCipher
Borealis-Compliance
In developmentCanadian CPCSC Level 1 self-assessment
A guided self-assessment and gap tracker for Canadian small and medium businesses, producing an attestation for bid submissions. Version 0.1.0; the planned scope is not all working yet.
Tauri 2 · Rust · React · SQLCipher
Theme 03
Documentation quality and technical communication
Governance lives in documents: policies, release notes, interface text, and research. These platforms apply deterministic checks and source-grounded, human-reviewed drafting to technical writing, running locally so sensitive material stays on the machine.
Docentriq
In developmentPrivate document engineering platform
A local-first workspace for building documents with a local model, with workspace membership and role-based access enforced in the Rust backend.
Tauri 2 · Rust · React · Ollama
DocAudit-AI
PrototypeDeterministic documentation auditing
Audits technical documents against a style profile (technical, academic, or GRC and AI governance): sentence length, terminology, acronym definitions, and readability.
Python · Streamlit
Microcopy-Lab
PrototypeInterface content catalog and audit
Import UI strings, run advisory rule checks, preview them in simulated interfaces, record editorial decisions, and export the results.
Python · Streamlit · Ollama
Sprint2Docs-AI
PrototypeRelease notes from sprint changes
Imports change records and drafts customer and technical release notes with a local model. Every generated statement stays pending until an editor verifies it.
Python · Streamlit · Ollama
KnowledgeBridge-AI
PrototypeSource-grounded answers from local documents
Persistent local document libraries with hybrid keyword and semantic search, cited answers, and abstention when the evidence is missing.
Python · Streamlit · Chroma · SQLite · Ollama
Research2Docs-AI
PlannedResearch into audience-specific content
Transforms research papers and technical specifications into explainers, tutorials, and FAQs that keep source references and flag claims needing verification.
Product requirements defined
Want a closer look?
Demos are available on request.