Blind backtest

Should your company adopt AI?Make accuracy part of the decision.

For acquisitions, underwriting and credit teams evaluating AI across their company. Compare a blind underwriting read with known outcomes as evidence for your adoption plan.

  • Your workflowsMap the operations your team wants AI to support and agree what accuracy needs to mean.
  • BlindYour closing price or rate stays with you until our read is written.
  • Side by sideOur number next to yours, with a short note on each gap.
  • Private by defaultWe publish a comparison only with your permission.

How it works

From accuracy evidence to an adoption plan

  1. 01 · Company goals

    Map your workflows and success criteria

    Bring the decision maker and your operations team into the discussion: which processes come first, who reviews the output and how you judge accuracy.

  2. 02 · Our blind read

    Review underwriting accuracy

    A blind read of a closed deal can provide accuracy evidence within your evaluation. Review assumptions, rent and expense lines, and risks against known outcomes.

  3. 03 · Side by side

    Use the evidence to plan adoption

    Compare the read with the closing price or rate, with a short note on each gap. Then agree which company workflows to introduce first, review responsibilities and rollout timing.

We publish a comparison only with your permission.

Who it is for

The teams shaping your AI adoption plan

  • Acquisitions

    Assess accuracy against known outcomes and define how AI supports your acquisition workflow.

  • Underwriting

    Review assumptions and gaps, then decide which checks your team needs across its underwriting workflow.

  • Credit

    Evaluate loan sizing evidence and agree how your credit team reviews AI output.

Questions

How does a backtest inform AI adoption?
Known outcomes help your team evaluate accuracy. That evidence sits alongside workflow fit, review controls and rollout planning in the company decision.
Who should join the discussion?
Your decision maker and the people responsible for operations. We map the processes you want AI to support. Existing evaluation material is optional; closing numbers can stay with your team until a blind read is complete.
Will you publish the comparison?
Only with your permission. Without it, the comparison stays between your team and ours.
Which teams is this for?
Commercial real estate buyers and lenders evaluating AI for acquisitions, underwriting and credit across their company.
What happens after?
We discuss an AI-adoption plan with your decision maker and operations team: workflows, review responsibilities and rollout timing. Results belong in the email, spreadsheets and systems your team already uses.

Blind backtest

Discuss AI adoption

Start a conversation about your company workflows and accuracy criteria. Existing backtest material can support that discussion.

We publish a comparison only with your permission.

Discuss AI adoption

Tell us about your team. An address and closing number are optional context for accuracy evaluation.

Optional. You can send it after our read.

When we differ from your number, do you want the gap line by line, or just the two or three drivers?