AI That Actually Understands Your Project
Most AI tools demo well on three clean files and fall apart at three hundred.
JAUNT is a desktop-native project intelligence platform that indexes your entire project, surfaces what matters through hybrid semantic search, and delivers real outcomes: reports, analyses, decisions.
Making AI move from simply "answering questions" to truly solving problems.
Built for teams where missing something isn't an option.
Not another AI chatbot.
A project intelligence engine.
JAUNT doesn't just "use AI" — it understands your entire project and turns that understanding into deliverables: gap analyses, compliance reports, risk assessments, research briefs.
Hybrid Search That Actually Works
Keyword search misses meaning. Vector search misses exact terms. JAUNT combines both — semantic embeddings and full-text search fused with ranked scoring — so you find what matters, not just what matches.
- Semantic + keyword search, merged and ranked
- Understands meaning, not just keywords
- Sub-second results across thousands of files
- Every result sourced and traceable
Structure-Aware Document Processing
JAUNT doesn't blindly chop your documents into chunks. It understands document structure — respecting code boundaries, markdown headings, and format-specific layouts so context is never lost.
- Code-aware: respects functions & classes
- Markdown-aware: preserves heading hierarchy
- PDF & Word extraction that preserves meaning
- Handles hundreds of files reliably
Desktop-Native, Fully Auditable
Your files stay on your machine. Every AI action is logged in an immutable audit trail — who asked, what was read, what was produced. Built for environments where compliance isn't optional.
- Files never leave your machine
- Immutable activity log per session
- Granular permission controls
- Explainable reasoning chains
AI Agent That Executes, Not Just Answers
JAUNT reasons through complex tasks step by step — reading files, searching your knowledge base, researching the web, and producing real deliverables. Human approval gates ensure nothing happens without your go-ahead.
- Multi-step workflows with approval gates
- Rate-limited, path-sandboxed execution
- Works across your files & systems
- Tracks every action it takes
Works With What You Have
Point JAUNT at your project folder and it indexes everything — PDFs, Word documents, code, markdown, conversations. No migration, no cloud upload, no rip-and-replace.
- Native file system access
- Local embeddings — no data sent for indexing
- Web research & intelligence gathering
- Bridges old and new systems
Extensible & Self-Improving
Create custom skills, add plugins, schedule recurring workflows. JAUNT can even build its own integrations — connecting to browsers, databases, APIs, and any tool your team uses.
- Custom skills & plugin ecosystem
- Scheduled automations with approval workflows
- Self-extending platform architecture
- Every cycle faster than the last
AI-powered OODA
at the speed of thought.
In battle or in the boardroom, the team that processes information fastest wins. JAUNT doesn't just accelerate decisions — it fuses AI-powered project intelligence with human judgment into a continuous cycle. Built by experts who designed decision systems for environments where getting it wrong isn't an option.
Cut through the noise
JAUNT doesn't show you everything — it shows you what matters right now. Its attention-based display filters signal from noise, surfacing the files, data, and context critical to the decision at hand.
- Attention display highlights what's relevant, not everything
- Knowledge base indexes every document and conversation
- Real-time transparency into AI reasoning — no black box
JAUNT learns from every cycle — refining its understanding of your project, your patterns, your priorities.
From question to decision.
In minutes, not months.
Install
Set up JAUNT on your desktop in minutes. Point it at your project files, set your security preferences, and you're ready to go.
Ask
Describe what you need in plain language. JAUNT reasons through the task, shows you its plan, and waits for your go-ahead — human-in-the-loop before any action is taken.
Execute
JAUNT works across your files, browses the web, searches your knowledge base, and delivers results. Every action is logged. Every decision is explainable.
Scale
Create custom skills, add new capabilities, and schedule recurring automations. JAUNT becomes more powerful the more you use it.
See how it all connects.
A continuous decision loop where human expertise and AI operate as one — every action auditable, every cycle sharpening the next.
One platform for your
entire project lifecycle.
From initial research through compliance review to final deliverables — JAUNT manages the full arc of complex projects with a real search engine, auditable AI workflows, and outcomes you can hand to stakeholders.
Hybrid search. Real results.
JAUNT combines semantic vector search with full-text keyword search, merged using ranked fusion scoring. You get results that understand meaning AND match exact terms — something neither approach achieves alone.
// Hybrid search across 847 indexed documents
Query: "satellite integration test failures last quarter"
Semantic search → 23 results (meaning-based)
Full-text search → 11 results (keyword-based)
Ranked fusion → merged, de-duplicated, scored
Results:
[0.94] Report: Q4-compliance-review.pdf
"Integration test T-42 failed due to thermal
coupling mismatch in ground station handoff..."
[0.91] Conversation: Nov 15 standup notes
"We discussed the thermal coupling issue and
agreed to re-run the full integration suite..."
[0.87] Document: test-procedures-v3.docx
"Section 4.2: Ground station integration tests
must include thermal variance scenarios..."
847 documents · 234 conversations · 12,400 chunks indexed
Search time: 120ms · Every result sourced & traceableBuilt for environments where
getting it wrong isn't an option.
Defence primes. Aerospace programs. Critical infrastructure. JAUNT was born from command and control environments — not a consumer chatbot repackaged for enterprise.
Desktop-Native, You Stay in Control
JAUNT runs on your machine — your project files, your workspace, your environment. Everything is indexed locally with on-device embeddings. It works best with frontier AI models like Anthropic and OpenAI, with optional local model support for environments that require it.
Explainable & Auditable
Every action recorded in an immutable activity log — what was read, what was written, what was searched, and why. Full reasoning chains, not black-box outputs. Trace exactly why JAUNT made a recommendation — and prove it to auditors.
Real Scale, Not Demo Scale
Index and search across your entire project — contracts, compliance reports, codebases, technical manuals, meeting notes, all of it. JAUNT understands structure and context, not just text. Teams of 5 deliver the output of teams of 50.
Permission-Gated Execution
The AI agent operates within strict boundaries — rate-limited actions, sandboxed file access, and human approval gates calibrated to the stakes of each decision. Security isn't bolted on; it's the foundation.
High-stakes decisions,
every industry.
Every organization runs complex programs where speed and accuracy determine the outcome. JAUNT brings AI-powered project intelligence to your desktop — turning scattered information into clear decisions and real deliverables.
Defence & Intelligence
Manage complex programs across compartmented systems. Produce auditable risk assessments, compliance reports, and policy analyses — with configurable local-only AI when required.
Aerospace & Engineering
Requirements traceability, test compliance gap analysis, and technical reporting across thousands of project files. Deliver verified results, not summaries.
Legal & Compliance
Due diligence across hundreds of contracts in hours, not weeks. Produce sourced compliance reports and regulatory gap analyses with full audit trails.
Financial Services
Investment research, deal analysis, and compliance reporting from sensitive financial data. Deliver board-ready outputs, not raw AI responses.
Consulting & Professional Services
Turn weeks of client research into days. Produce competitive analyses, strategy briefs, and project assessments your team can stand behind.
Enterprise & Operations
Turn decades of institutional knowledge into actionable project intelligence. Produce operational reports, board briefings, and decision memos from your existing data.
and more...
