A decision is only worth what the outcome proves.
Specicon connects every decision to what happened next — and keeps influenced, attributed and incremental results clearly apart.
A decision is only valuable when the outcome is better.
Every recommendation carries an identifier, so the purchase, the return and the repeat all attribute back to it.
Ten points where a decision can be judged.
Two holdout modes, named on every number. A pilot runs 50/50 — half the traffic sees guided decisions, half sees the status quo — because a four-week window needs a large control to reach significance. In production the control drops to 10%: enough to keep measuring, small enough that you are not withholding a working decision from half your customers.
Whose problem got smaller?
Decision performance
- Decision acceptance
- Confidence distribution
- Explanation engagement
- Alternative selection
- Exclusion reasons
Customer performance
- Time to decision
- Satisfaction
- Confidence
- Suitability feedback
- Complaint reduction
Operational performance
- Manual effort reduced
- Faster routing
- Better qualification
- Lower decision friction
- Improved data readiness
Financial performance
- Assisted conversion
- Influenced revenue
- Incremental gross profit
- Return impact
- Repeat business
Data readiness
- Option DNA readiness
- Information completeness
- Missing-data reduction
- AI readability
- Content coverage
Trust and governance
- Reason coverage
- Human override rate
- Audit requests answered
- Rule changes rolled back
- Policy exceptions
Learning performance
- Outcome signals captured
- Feedback-to-tune cycle
- Holdout lift
- Drift alerts resolved
- Rule versions promoted
Team performance
- Advisor-assisted decisions
- Time to answer
- Escalation rate
- First-contact resolution
- Specialist time saved
Model-performance decomposition is not published. What is shown is the business result and the action it suggests.
Three words that are not synonyms.
Influenced
Revenue where a Specicon decision appeared somewhere in the journey. The widest number, and the least conclusive one.
Attributed
Revenue where the decision was the last meaningful step before the outcome. Useful for comparing surfaces against each other.
Incremental
The measured difference against a comparable group that did not receive the Specicon decision. The only number worth putting in a board pack.
Influenced revenue is not incremental revenue. We will not report it as though it were.
How we tell Specicon apart from a good month.
Specicon can compare customers who receive a Specicon decision with a similar group receiving the existing experience. That comparison is what determines whether the improvement came from Specicon rather than normal business fluctuation.
Your existing experience, unchanged, for a comparable slice of traffic over the same period.
The same journey with explainable decisions in place, on the surface you chose to start with.
Measurement period
Agreed before launch, long enough to cover your normal purchase or decision cycle.
Confidence
Reported with the result. A difference we cannot yet distinguish from noise is reported as exactly that.
Business conclusion
A plain answer to one question: keep it, expand it or stop.
Experimentation methodology and assignment logic remain proprietary.
What the monthly review looks at.
Figures update as outcome data arrives over the agreed measurement period.
Success is not the same word everywhere.
Commerce
- Purchase
- Gross profit
- Return
- Repeat purchase
- Satisfaction
Education
- Enrollment
- Completion
- Skill attainment
- Employment outcome
Real estate
- Qualified lead
- Property visit
- Transaction
- Satisfaction
Travel
- Booking
- Trip completion
- Satisfaction
- Repeat booking
Insurance
- Suitable product selection
- Process completion
- Retention
- Human-reviewed outcome
Services
- Appointment
- Completion
- Satisfaction
- Repeat usage
Marketplace
- Seller match quality
- Listing conversion
- Dispute rate
- Repeat transaction
Telecom
- Plan fit
- Activation
- Churn avoided
- Support contacts
Media
- Watch or read start
- Completion
- Subscription retained
- Recommendation trust
Automotive
- Configuration completed
- Test drive booked
- Finance accepted
- Service return
Hospitality
- Room or table fit
- Booking completed
- Stay rating
- Direct rebooking
Banking
- Product suitability
- Application completed
- Default avoided
- Human-reviewed outcome
Pick one decision. Agree how it will be judged.
We will write the measurement plan before the build starts, including what would count as a failure.