Governed AI

AI made accountable
and accessible

Neota brings control, audit and reasoning into your AI workflows.
Every answer is governed and delivered to people right where they work.

What is Governed AI?

AI gives you a plausible answer.
Governed AI gives you a defensible answer.

How do you know you can trust your AI tools? AI is great at giving plausible answers, but it can't prove how it got there.

Governed AI brings together three things: orchestration to connect and route work, audit to ensure control and transparency, and rules to deliver a defensible answer when a 'probable' answer is not good enough.

Orchestration
Connect and route with the AI Task Node inside Neota workflows.
Audit
Sessions, token usage, permissions and trails. Every step controlled and transparent.
Reasoning
Invoke Neota apps from within AI for deterministic, defensible answers, right from chat.
Controlled · auditable · defensible
Why governance matters

The risk of the ungoverned response.

Everyone in your organisation is already using AI to answer important questions: legal, finance, HR, procurement, and beyond. Without governance, AI doesn't just make mistakes: it makes them ways you can't prove.

See it governed →
Transparency

'Shadow AI'

People want answers fast, so they paste sensitive information into whatever model they are using. You can't see what's being asked, by whom, or on what data. There is no audit trail.

Trust

Policy drift

Your gifts policy changed in January. The AI still gives the old answer sometimes. Across hundreds of employees asking the same question, your policy silently drifts from what your board actually approved.

Governance

Liability exposure

Personal data is transferred to a US vendor without the right mechanism in place. When a decision is challenged, you have to show it was made in line with policy — or risk exposure.

Truth

Confidently wrong

AI gives a fluent, well-argued answer to a regulatory question. It's also wrong — and the system does not flag it. The risk was hidden by AI confidence.

Orchestrates your existing AI into auditable, supervised workflows

The intelligence of a frontier model with the control, traceability and human oversight regulated teams require.

Grounded in your rules

AI operates within the logic, policies and thresholds you define, never as a black box.

Human approval built in

Route any AI output to an expert for sign-off before it acts or reaches a client.

Fully auditable

Every prompt, response and decision is logged in a complete, exportable trail.

AI Orchestration

The AI Task Node, governed by logic

Drop an AI Task Node anywhere in a Workflow to call a model exactly where it adds value — like contract review, triage and summarisation — then keep the rest of the process deterministic and controlled.

Model-agnostic Validated against your rules Escalates to a human
Deterministic Workflow Boundary
Authored once · Runs the same every time
Custom form
Human Input
Validated intake screens, branded to your firm. Capture structured data from clients, staff or third parties.
Data lookup
Data Operation
Read from your systems of record, like matter data, entities and prior decisions, before anything runs.
AI
AI Task – Extract
AI Task · Embedded
An LLM pulls specific facts or clauses from documents, governed, confidence-scored and logged like any other step.
Rules engine
Logic & Rules
Deterministic decision trees, precedent and policy logic, encoded once and applied identically every time.
API call
Integration
Push and pull data with any external system, like DMS, CRM, e-signature and billing, over secure connectors.
Calculation
Logic & Rules
Exact, repeatable computation: fees, risk scores, deadlines, thresholds. No model guesswork.
Final output
Deterministic Output
Produce the finished deliverable — document, dashboard, payload or decision — the same way, every run.
AI
AI Task – Draft
AI Task · Embedded
Generate a draft from structured inputs and retrieved data, always checked downstream before it ships.
Data write
Data Operation
Commit results back to your systems and assign tracking IDs. The workflow updates state, not just a chat.
Human review
Human Oversight
Escalate edge cases to a qualified person for sign-off before the process is allowed to continue.
Decision gateway
Logic & Rules
Branch the workflow on any value, including AI confidence, to send work down the right path.
AI
AI Task – Classify
AI Task · Embedded
Categorise and route inputs with a model, with confidence captured as a first-class variable for the gateway.
Audit Trail — Every Step Above, Recorded
Session View
14:22:01
Custom form · intake submitted & validated
J. Carter
14:22:18
AI Task - Extract · GPT-4o · conf 0.92
node_4f2a
14:23:04
Human review · approved at gateway
Partner
Measured Outcomes
Workbench
1,240
Hours Saved
15×
Velocity
92%
Automation Rate

AI Audit Governance

Every AI action on the record

When AI runs inside a Neota workflow, it doesn't run unsupervised. Neota controls which models your teams can use, captures every call as part of the record, and shows you what was asked, what came back and what it cost.

Control which models run Every call captured Request, response and cost tracking
Without governance
no session · no node id
Action
Extract governing law
Model
not logged
Tokens
not counted
Confidence
unknown
Approved by
no sign-off
Answer given. No trail left behind.
Same action
With Neota
session · matter #4012 · node_4f2aOn the record
Action
Extract governing law
prompt v3 · clause & citation captured
Model
GPT-4o
admin-approved
Tokens
1,284
842 in · 442 out
Confidence
0.92
above threshold
Approved by
J. Carter
Partner · Litigation
sha256 9f3a2c…e71b · 14:23 UTC · immutable

AI Rules Governance

Compliant answers, without leaving the chat

Most people already work out of their AI chat interface. Sometimes, a generated answer is fine — a brainstorm, an email draft, a summary. Other times — a data privacy issue, a conflict of interest, a regulatory compliance issue — a question needs a defensible answer.

Your AI tool of choice can speak to Neota instead of guessing. Your team stays in the chat, and Neota answers, driven by your rulebook.

Invoked from the AI chat Driven by your logic and rules Never leave your tool
auto_awesomeClaude
Reply to Claude…

crop_freeSame window, same context — the governed answer never asks you to leave.

Where teams use it

From triage to review

Contract review

Surface risky clauses and deviations from your playbook, ready for a lawyer to confirm.

Matter triage

Classify and route incoming requests to the right team with the right priority.

Document summarisation

Turn long agreements into structured summaries your team can act on quickly.

Bring AI into your workflows safely

Book a demo and we'll show governed AI working on one of your real processes.