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Evidence-based AI investment decisions

Clerko helps organizations determine whether an AI initiative is worth the investment—and whether expected value becomes realized value.

Too many AI programs ship pilots without a shared baseline, clear economics, or a plan to measure realization. Clerko exists so operators and finance stay on the same evidence trail from first conversation through decision and measurement.

How we work

Conversation-first, finance-grade

Discovery happens in natural language. ROI, scenarios, and payback stay in a deterministic engine so leaders can trust the numbers.

Provenance on every claim

Facts and assumptions stay labeled. If a claim can’t keep provenance, it doesn’t belong in a decision brief.

AI value—not another tool category

Clerko is AI Value Management. Not issue tracking, process mining, agent orchestration, or generic chat.

Product output

Sample investment brief

AP invoice processing automation

Reduce manual invoice handling time while preserving SAP posting controls

Current cost
CAD 528,000/yr
Calculated
Addressable capacity
CAD 369,600/yr
Calculated
Expected net
CAD 221,760/yr
Calculated
Payback
7.2 mo
Calculated
Recommendation

Pilot Document AI on high-volume invoice types first

Key assumptions

Legend: Provided · Assumed · Calculated

  • Invoice volume 48,000/year
    Provided
  • Handling time 12 minutes/invoice
    Provided
  • Loaded labour cost CAD 55/hour
    Provided
  • ~70% automatable with Document AI
    Provided

Real Clerko investment-brief layout using the public AP sample—not stock photography.

One decision. Fully explained.

Product proof from the AP sample—value, payback, confidence, and recommendation—without inventing customer logos.

Potential net value
CAD 221,760/yr
Payback
7.2 mo
Evidence confidence
82%
Recommendation
Pilot

Illustrative example for product demonstration. Figures are fictional until you run your own assessment.