NAVI · Sovereign Enterprise Intelligence
AI that knows your business — and does the work.
NAVI brings precise context to every task and performs the work end to end, under your control.
It runs on small language models you own, grounded in a living map of your business and a memory built only from expert-verified evidence.
End to end ·
navi — context in · work out
inside your perimeter
Context
Precise knowledge in.
Context Graph
your business, mapped
Evidence Memory
verified, with citations
Work
Finished work out.
Durable execution
runs for weeks without losing its place
Efficient small models
owned, at a fraction of the cost
Continuous learning
every run improves the next
Human control
pause · correct · sign
verified work becomes context — every run improves the next
Days-to-weeks engagements, autonomously
Thousands of documents · Full populations · Every conclusion traced to source
Trusted by
Big Fouraccounting firm
How NAVI works
Precise context in. Finished work out.
Two pillars, one owned system — everything runs inside your perimeter, on models that belong to your deployment.
Pillar 01 · Context
It knows your business before it starts.
Most AI guesses from general knowledge. NAVI works from yours — a precise picture of your business, built from what your experts have verified.
Context Graph
A living map of your business — every account, policy, counterparty, and how they relate.
- Built from your systems and documents; entities and relationships resolved automatically
- Continuously updated, so the picture never goes stale
Evidence-based Memory
NAVI remembers only what has been verified — and can show you where every fact came from.
- Every remembered fact carries its source citation and expert sign-off
- Explainable by construction: every conclusion traces back to evidence
Pillar 02 · Work
It carries the work all the way to done.
Not suggestions, not drafts of drafts — finished work. NAVI runs the whole process, and your experts stay in charge of it.
Durable execution
Runs for days or weeks without losing its place.
- Checkpointed, resumable runs across thousands of documents
- Full populations tested — not samples
Capital-efficient small models
Small models you own — a fraction of the cost of renting giant ones.
- Small expert, agentic, and perception models, trained on your knowledge
- Deployed inside your perimeter — on-prem or VPC
Continuous learning
Every engagement makes the next one faster and more precise.
- Expert corrections become training signal, siloed to you
- Self-evaluation grades every piece of work; models improve on measured performance
Human control and steering
Your experts stay in charge — pause, correct, redirect, sign.
- Feedback lands at any point in the run, not just at the end
- Final authority is always a human signature
The unfair advantage
Rented intelligence depreciates. Owned intelligence compounds.
High precision.
NAVI tests the full population, not a sample, and traces every conclusion back to its source evidence. Your experts verify the edge cases and sign — precision a rented, generic model can't match.
Cost efficient.
In live engagements, NAVI performs 90% of the process autonomously — for days or weeks, across thousands of documents. Hundreds of hours of expert work compress into a signature.
Self-improving.
Expert-verified corrections train your models — inside your perimeter, siloed to you. Every engagement makes the next one faster and more precise. Rented intelligence depreciates into a commodity; owned intelligence compounds.
Proven in production
Proven on tasks that require precision, with a real outcome.
Financial Audit
From company and general ledger understanding to substantive and control testing.
Under the control of Sr. Associate
~1,000 hours saved per engagement
Accounting Automation
From quotation and invoicing to dispute resolution and reconciliation with a customer.
Under the control of Sr. Accountant
~24 hours saved per week per employee
Continuous Controls Testing
Up to 100 sample size, once-a-week IT and financial controls testing.
Under the control of Internal Auditor
~200 hours saved per week per testing
The enterprise brain
Build from two assets only you possess.
Your accumulated knowledge, and small models trained on it. Together they form a brain no vendor can rent out — because it is yours.
Asset 01
Enterprise
Knowledge Base
Your documents, data, decisions, and expert judgment — connected and evidence-linked.
Asset 02
Enterprise SLM
Small language models trained on your institutional knowledge, inside your perimeter.
The result
Enterprise Brain
Owned intelligence that runs your process — and compounds with every engagement.
The operating model
Ninety percent prepared. Ten percent signed.
The preparer-and-reviewer hierarchy professional firms have trusted for a century — with NAVI as the preparer.
The 10% is not overhead — it is how your models learn your judgment.
Any process, any software
Pick your business process to run with AI.
Any workflows, any software, anywhere you want to redistribute the work.
Sixty minutes. A live engagement inside a sovereign perimeter.