The AI case is gathering momentum. The evidence of value is not.
We separate the commercial question from the technology story and write down what would actually justify the investment.
N—01 / Independent decision office
Digital · AI · Technology
Clarity before commitment
Make the expensive decision while it can still change.
Norelmarch works with leaders before a major digital or AI decision hardens into architecture, budget and organisational momentum.
SituationA decision with real downsideOwner, deadline, cost of error
ExaminationEvidence before advocacyAssumptions, constraints, alternatives
PositionA written next moveProceed, narrow, test, correct or stop
01The mandate
The useful moment comes before the brief hardens
The right intervention is often smaller than the programme it prevents.
The pilot is live. Nobody has agreed what would make it a success—or a stop.
We turn ambition into observable thresholds, failure states and a release decision that can be defended later.
A platform choice is quietly becoming permanent.
We expose dependencies, incentives and alternatives before prior commitment becomes the reason to continue.
02Decision instruments
Three decision records
A method should be visible in the work it produces.
Each instrument answers one operational question: which option holds, when a pilot may ship and how far the evidence supports the conclusion.
Record 001Option resilience
Decision
Stress Test
Compares competing options across fixed constraints and makes sensitivity to changed assumptions visible.
- 300
- runs completed
- 03
- options compared
- Fixed
- decision threshold
NLM / DST—06 Run complete
Record 002Pilot discipline
Release
Control Protocol
Links evidence, validation and release states so a pilot cannot quietly redefine success after the fact.
- 107
- checks passed
- 04
- release gates
- 0
- known failures
NLM / RCP—11 Verified
Record 003Evidence integrity
Evidence
Boundary
Tests whether a verdict is supported by the supplied material, while keeping quotation, confidence and conclusion separate.
- Source
- exact quotation
- Confidence
- separate judgement
- Verdict
- held to record
NLM / EBD—09 Record sealed
03The working sequence
One decision, four working moves
The work ends in a position.
The final document is meant to be used when Norelmarch is no longer in the room. It says what to do, why and what would change the answer.
- 01
Frame
Name the decision, accountable owner, admissible evidence and explicit exclusions.
- 02
Examine
Expose assumptions, contradictions, incentives, dependencies and missing proof.
- 03
Challenge
Apply alternatives, red-team pressure and predetermined stopping conditions.
- 04
Decide
Recommend one justified move with uncertainty and limitations left attached.
04Proof standard
The Norelmarch standard
A decision should survive the meeting.
Evidence can be traced back to the sentence, assumption or constraint that supports the conclusion.
Success and stopping conditions are agreed before momentum can redefine them.
The recommendation names the accountable person, immediate action and next review point.
The record stays with the recommendation.
Read the complete standard05 / Start a decision reviewDirectly led by Can Unal
Three lines are enough to begin
Bring the decision before it becomes momentum.
01What must be decided?
02When does it become hard to reverse?
03What does a wrong answer cost?
can@norelmarch.com
Can UnalFounder · AI Systems ScientistEach review is led by Can from the first framing through the written recommendation. Send a concise note; no deck is required.