AI & venture diligence

Find what deserves to exist.

Bring the opportunity. We pressure-test what matters, expose weak assumptions and move only when the next investment is earned.

AI Vampirism is what happens when AI extracts more capital, control, capability or dependency than it returns. We test for that before you feed it.

Woman leading a team through an AI and venture decision
Observe · Test · DecideHuman authority
Test → Validate → Build / Recommission

Three earned next moves.

Offer 01

AI / Venture Opportunity Test

Duration
10 business days
Investment
$4,500 CAD
You receive
Decision Brief

Opportunity, economics, buyer, dependencies, evidence, control and operating reality tested. Advance / Validate / Reframe / Stop.

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Offer 02

Venture Validation

Duration
Scoped sprint
Investment
Scoped
You receive
Evidence-backed Validation Brief

Test the buyer, economics, dependencies and assumptions that must hold before the next commitment. Decide whether the evidence supports moving forward.

Explore
Offer 03

Venture Build / Recommissioning

Duration
Project-based
Investment
Scoped
You receive
Venture architecture + execution route

Shape a validated venture or redesign an existing company around the operating value worth carrying forward. Build, recommission, route—or stop.

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What the foundry does

Turn opportunity into an earned next move.

We look for the real commercial signal, test what can break the idea and decide whether it deserves more time, money and attention.

01
Discover
Find the real opportunity hiding inside the noise, friction or underused asset.
02
Assess
Test the economics, buyer, dependency, risk and whether AI is actually necessary.
03
Validate
Challenge the assumptions that have to hold before serious commitment.
04
Build
Shape the offer and operating path only when the evidence earns movement.
05
Route / Stop
Move it to the right operating home — or stop feeding a weak concept.
Woman facilitator and team sorting evidence before making a decision
Evidence before enthusiasm
Team mapping business dependencies and a central bottleneck
Dependency is part of the business model
AI opportunity · vendor · agent diligence

Before AI takes more than it gives.

Pressure-test the opportunity, dependency, vendor, agent or operating model before you commit. The question is not whether the technology looks impressive. The question is whether the economics, control, evidence and operating reality hold up.

Team inspecting an AI workstation against an operating checklist
AI is not the business model. Economic reality is.
Venture Build / Recommissioning

A company can be old without being finished.

For validated ventures, shape the venture architecture and execution route in a scoped project. For established companies, Legacy Company Recommissioning™ tests the history, assets, eligibility, relationships and operating value that may be stronger after redesign than replacement. The work preserves accumulated advantage, removes dead weight and builds the next operating model around economic reality.

Accumulated Advantage & AI Readiness Scan

Establish what value already exists, what is constraining it and how ready the company is for an AI-era operating model.

$12,500 CADStart the scan

Recommissioning Blueprint

Define what survives, what changes, what gets retired and the sequence for putting the redesigned company back into motion.

$20,000 CADBuild the blueprint

AI-Native Conversion

Implement the approved redesign across the operating model, workflows, systems and AI-enabled capability that earned its place.

$35,000+ CADRecommission the company

Continuity

Keep the recommissioned company moving, watch the dependencies and adapt the operating system as evidence changes.

$5,000 CAD / monthEstablish continuity
Three ways in

Need certainty, momentum—or recovery?

Start with the decision you need. Every path uses the same evidence standard, and none assumes that more building is automatically the answer.

AI / Venture Opportunity Test

For a venture, expansion, AI opportunity, vendor, underused asset or recurring problem that needs a clear commercial decision before serious commitment.

Start the Opportunity Test

Venture Validation

For a founder or operator with a plausible opportunity: test the buyer, economics, dependencies and critical assumptions in a scoped sprint. Receive an evidence-backed Validation Brief before committing to build.

Start validation

Legacy Company Recommissioning™

For an existing company with age, history, assets, eligibility, relationships or operating value that may be stronger after redesign than replacement.

Assess the company
Already know what needs to be implemented?Nathan Vreyborg Inc. handles organizational implementation, modernization and operational continuity.
Go to NVI
Decision standard
AI can advise. Humans decide.
Evidence has to stay inspectable.
Start the test

What decision do you need to make?

Pick the closest fit and explain the rest in your own words. This starts a conversation; it does not automatically create an engagement or authorize work.

Use phone or email. Your information is used to respond to this request. Please do not include confidential, financial, health or other sensitive personal information in the form.