Agents

Business Model Risk Audit

Find the weakest mechanism before scaling a working project

Audit acquisition, delivery, exceptions, support, compliance, and full unit economics using real operating evidence.

What the Agent prepares

  • Complete mechanism map
  • Weakest constraint and stress-case economics
  • Continue, constrain, redesign, or stop decision

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Turn uncertain signals into a reviewable decision

Audit acquisition, delivery, exceptions, support, compliance, and full unit economics using real operating evidence.

The Agent separates supplied facts, calculations, inferences, missing evidence, and unknowns so the next action is traceable instead of overconfident.

Use it for

Post-sale operating audit

Check a project after initial customers expose real delivery behavior.

Scaling constraint review

Find bottlenecks that become worse as order volume grows.

Unit economics reset

Include exceptions, support, rework, refunds, and hidden labor.

Example task

Audit why this paid service loses money on complex orders

What the Agent prepares

  • Complete mechanism map
  • Weakest constraint and stress-case economics
  • Continue, constrain, redesign, or stop decision
Warehouse team approving limited scaling after redesigning the weakest operating step

How it works

01

Map the chain

Trace acquisition, input, processing, delivery, exceptions, and support.

02

Quantify constraints

Measure each node and recalculate full unit economics.

03

Set thresholds

Choose the next action with a deadline and stop conditions.

Analyst tracing acquisition, delivery, exceptions, support, and hidden costs through one operating chain

Evidence-led analysis with explicit limits

  • The Agent does not retrieve current market data unless a verified data tool is connected.
  • It does not invent missing figures, sources, causal claims, customer behavior, or commercial results.
  • A human reviews the evidence, thresholds, legal or compliance implications, and final business decision.

Frequently asked questions

What should I provide?

Share the decision, scope, time window, raw evidence, metric definitions, constraints, and any known gaps.

Can I use exported research data?

Yes. Include the source type, date, filters, units, and collection method so the data can be compared correctly.

Will it make the final decision for me?

It prepares an evidence-backed recommendation and exposes missing or unknown inputs; you approve the final commitment.

Ready to put this Agent to work?

Choose an example or describe your own task to get a structured result.

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Write export outreach buyers can actually respond to

Turn verified product, buyer, and conversation context into reviewable first-touch emails, follow-ups, objection responses, and event outreach.

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Revenue Durability Check

Test whether an asset can keep creating value without constant effort

Assess demand, traffic, reusable delivery, repeat payment, marginal cost, and decay before calling a business durable.

Revenue Durability Check
Market Gap Analysis

Decide whether a competitor weakness is actually your entry opportunity

Verify recurring product or operating gaps, then compare the cost of fixing them with your real capabilities and test window.

Market Gap Analysis
Failed or incomplete first runs are refunded