TRANSACTION RELEASE
SPECIALIST ASSURANCE FOR CONSEQUENTIAL AUTOMATED DECISIONS
WAS THIS
CLEARED TO MOVE?
Halo shows where consequential automated decisions become commercially significant — and what the available evidence actually supports.
The ADS Loss-Finding Pilot reviews one consequential automated decision in shadow mode and produces an evidence-bound ADS Decision Risk Scorecard.
ONE DECISIONFOUR WEEKSSHADOW MODE£7,500 EXCL. VAT
SIGNALDECISIONEVIDENCEAUTHORITYMOVEMENTCONSEQUENCE
SEE THE BUYER PROBLEM↓
01 / THE BUYER PROBLEM
A system can look healthy while one decision class carries the consequence.
Aggregate performance can hide a smaller population carrying disproportionate loss, reversal, review burden, delay or customer friction.
Halo isolates that consequential boundary, tests what the available evidence supports and makes the limitation visible before a finding is treated as commercial truth.
01SIGNALSomething enters the decision.
02DECISIONThe system selects a route.
03EVIDENCEThe record limits what can be established.
04AUTHORITYPermission must still stand.
05MOVEMENTThe decision crosses into action.
06CONSEQUENCESomething becomes materially real.
02 / BOUNDARY ATLAS
Change the boundary.
Watch the consequence change with it.
This is a synthetic public instrument. It does not analyse an organisation.
Synthetic public demonstration · No organisation data used · Public proof, private method.
03 / COMMERCIAL CONSEQUENCE
The risk is not the average. It is where consequence concentrates.
A narrow decision class can carry loss, false positives, manual review, reversals, delayed movement, wasted operations or poor customer outcomes while system-level performance still looks acceptable.
Halo reports only what the evidence supports. Gross or exposed value is not called “loss” simply because the number is persuasive.
LOSSCOSTWASTEDELAYFRICTIONBAD MOVEMENT
04 / WHERE BOUNDARY DECISIONS APPEAR
Different systems. The same question before consequence.
PAYMENT / FRAUD / RISK
BUSINESS ONBOARDING
An automated clearance can move an organisation forward while the evidence behind that movement remains incomplete.
PAYOUT RELEASE
Gross value can move through a valid technical path without proving that standing authority still covers the exact movement before consequence.
05 / BOUNDARY NOTES
Some boundary distinctions are too important to blur.
Evidence, authority and commercial consequence are separate questions. Halo states where each one begins and stops.
AUTHORITY
Evidence can support movement. It does not create authority.
Why a supported movement and a cleared movement are not the same statement.EVIDENCE
NOT ENOUGH EVIDENCE is a legitimate state.
Uncertainty should not be forced into a definitive answer merely because the process expects one.CONSEQUENCE
Value exposed to a boundary is not automatically loss.
Commercial relevance matters. So does the discipline of stopping where evidence stops.
06 / WHAT YOU GET
A finding your risk team can inspect, challenge and act on.
The ADS Decision Risk Scorecard is the principal paid output. It records the finding, evidence basis, limitation, commercial significance and Recommended Next Boundary in one controlled record. Material claims carry a compact trace back to their locked evidence basis without exposing raw buyer evidence.
VIEW SYNTHETIC SCORECARD PROOF01FINDING
02EVIDENCE BASIS
03LIMITATION
04COMMERCIAL SIGNIFICANCE
05RECOMMENDED NEXT BOUNDARY
Public proof shows the structure and discipline of the output. Halo’s analytical method remains private.
07 / ADS LOSS-FINDING PILOT
One decision. Four weeks. Shadow mode.
The ADS Loss-Finding Pilot examines one consequential automated decision without changing production, overriding live outcomes or claiming more than the evidence supports. It is designed for accountable Fraud, Payments Risk, Risk Analytics and decision owners who need a bounded answer rather than another platform deployment.
ONEconsequential automated decision
FOUR WEEKSstandard Pilot duration
SHADOW MODEno production write / no live override
SCORECARDprincipal paid output
Standard four-week Pilot: £7,500 excl. VAT.No automatic renewal. Additional weeks are only by explicit approval. No production write, live override or platform deployment is required.
08 / CHECK PILOT SUITABILITY
Start with one consequential decision. Not the data.
Tell Halo what decision is in scope, what consequence can follow and whether an accountable owner and plausible evidence exist. This is a suitability check only; do not send confidential records through the public site.
SUITABILITY REVIEW ONLYNO CONFIDENTIAL DATANO ANALYSIS STARTS HERE