The Composable AI Judgment Layer

The AI does the work · Your team approves the outcome

Structured · Traceable · Controlled

GenAIM operates judgment-heavy workflows end to end, governed by humans. Your firm's methodology, checklists, and risk frameworks are privately encoded and applied consistently across real documents.

See it run

M&A Due Diligence Medical Malpractice

Two years co-developed with a specialist M&A law firm on real transactions. Production ready today, deployed with design partners running live documents. Now applied to medical malpractice liability.

A Governed System for Judgment-Heavy Processes

Judgement Engine

Specialised agents execute discrete tasks and collaborate where required, identifying issues, assessing risk, and making recommendations. Each agent applies methodology encoded from your organisation's own checklists and risk frameworks.

Governed Workflow

Judgment is embedded inside a structured workflow: assignment, analysis, review, escalation, and approval. Defined roles, supervision gates, and configurable sign-off points per matter.

Risk Escalation Aligned to Appetite

Escalates issues against your defined risk appetite. Your organisation sets its own thresholds, applied consistently across every matter.

Full Traceability

Every classification, escalation, edit, and approval is recorded. Complete audit trail, ensuring accountability in high-stakes, regulated transactions.

One governed system. Your methodology applied consistently. Fully auditable.

GenAIM Due Diligence

A complete platform for M&A due diligence. From data room to final client report. Everything inside one governed system.

What GenAIM Does

1

Ingest

Ansarada data room sync or upload

2

Assign

Seniors allocate documents to review

3

Analyse

Agents do a checklist-driven first-pass analysis

4

Review

Dual-pane: contract beside analysis

5

Track

Actions & exceptions

6

Approve

Partner sign-off, report delivered

Daysinstead of weeks
Auditableoutputs and decisions
Humanapproval gates

Structured enough to govern. Flexible enough for real matters.

The Analysis

The Judgement Engine reviews every contract against your checklists, producing structured, risk-rated analysis that lawyers can trust and refine.

Contract Review Against Your Checklists

Each contract is analysed against your firm's own checklists, with guidance on how you expect to see answers in the context of each clause. The analysis reflects your methodology, not a generic template.

Risk-Rated Clauses (Red / Amber / Green)

Every clause is classified by risk level. Issues are detailed with recommended remediation, giving lawyers a structured starting point, not a wall of text.

Lawyer Review in the Dual Viewer

Original document on one side, analysis on the other. Lawyers review findings, edit risk ratings, refine remediation, and open actions to track what needs resolving. Every edit is saved as a new version, creating a full history of human refinements.

Outputs in Word

All analysis outputs are delivered in Word documents: the format your team already works in. No new tools to learn. No exports to wrangle. Ready for client delivery or data room upload.

The Judgement Engine

Applies Your Knowledge

Embeds your checklists and risk frameworks
Applies consistent classification standards
Escalates issues based on your risk appetite
Preserves your methodology as IP

Governance and Control

Human supervision and approval built into workflow
Changes validated before deployment
Version controlled for audit trail
Dedicated environment: complete data isolation

Your methodology. Applied consistently. Fully auditable.

GenAIM for Medical Malpractice

Claims analysis and underwriting evaluation. The same judgment engine, configured for medical malpractice workflows.

How GenAIM Works for Medical Malpractice

1

Ingest

Claim files, medical records, applications uploaded

2

Analyse

Agents apply underwriting or claims playbooks

3

Assess

Risk classification, timeline reconstruction, liability flags

4

Review

Underwriters or analysts review and adjust findings

5

Report

Structured outputs ready for decision-making

6

Approve

Senior sign-off with full audit trail

Consistentmethodology applied
Auditableevery decision traced
Humanreview and approval

Same governed architecture. Different industry. Different expertise encoded.

Claims Analysis

Reads claim files and medical records. Reconstructs timelines. Identifies key events, actors, and liability issues. Produces structured claims analysis with liability recommendations, inside a governed workflow where analysts review and approve every finding.

Malpractice Underwriting

Processes physician applications, claims history, and specialty risk factors. Produces underwriting recommendations, risk classification, and coverage insight. Underwriters review, adjust risk ratings, and approve, with a full audit trail on every decision.

Same judgment engine. Different playbooks. Human-governed throughout.

Proven in Practice

The judgment engine was built and tested on one of the hardest use cases: M&A due diligence. Two years co-developing with a specialist law firm on real transaction documents. Thousands of edge cases resolved.

The same engine now powers medical liability workflows. Three judgment workflows proven across two regulated industries.

"Built with a law firm, not in a lab."
2 yrsCo-development
3Judgment workflows
2Regulated industries
1000sEdge cases tested

How We Engage

The Design Partner Engagement

4–6 week structured engagement on a live workflow with agreed objectives and defined outcomes
Your documents, your process
Your methodology and standards, configured in GenAIM Studio
Dedicated environment: complete data isolation

🔐 What You Keep

Your methodology is your IP, never shared
Full audit trail on every workflow
Structured analysis reports ready for use

Start with one workflow. Hit the objectives. Scale from there.

Led by an Enterprise Automation Pioneer

Jonathan Birch, Founder & CEO

  • Automated claims at a large UK motor insurer (days → minutes)
  • Built & exited ASX-listed automation company (Fastwire → Acquired by Huawei)
  • Led Huawei's Global AI Innovation Lab, won 2× TM Forum Excellence Awards
  • Real enterprise AI & automation experience across legal, insurance, and telecom

"I've spent my career building systems that hit the judgment wall.
GenAIM breaks through it."

Evaluate GenAIM on a Live Workflow

1 See a live walkthrough on real documents
2 Map your workflow
3 Scope a design partner engagement
Request a Working Session
📧 jb@genaim.io 📞 +61 417 397 460 📞 +1 917 728 1860

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Design partner spots are limited. If the timing isn't right yet, get your name on the list and we'll reach out when the next spots open.

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