A decision that can’t be defended is a decision that can’t be used — it has to be explainable, traceable, and owned. We build to that standard. For legal, health, and financial businesses — and anyone whose decisions have to withstand scrutiny — every workflow is traceable, governed, and audit-ready by design, powered by Verdica, the engine we built to make each decision reproducible and defensible. Delivered to the standard of the most regulated environments there are.
Traceable by design
Every AI decision carries a documented chain — inputs, logic, owner, and escalation.
Human oversight
Clear ownership, review, and escalation built into every workflow — visible end to end.
Audit-ready evidence
The same input yields the same defensible result — evidence a regulator or court accepts.
Live Assessment
AI & Automation Defensibility
Decision rationale
Documented and mapped to obligation
Human oversight
Owner named — escalation path defined
Model & data drift
Gap flagged — monitoring incomplete
Verdica scores every workflow the same way — a documented chain from input to decision to accountable owner, reproducible on demand.
Proof · the hardest version, already built
All four domains
Rule-writing depth across APP scams, AML transaction monitoring, card fraud, and application/mule fraud — the full financial-crime surface.
Built inside banks
Detection rules written and tuned at scale in live UK banking and payment environments, under regulatory scrutiny, in production.
Mapped to UK obligations
Every rule tied to what it implements — PSR APP reimbursement, the MLRs, FCA SYSC financial-crime, and Consumer Duty.
Reproducible by design
The same inputs produce the same documented, traceable verdict — evidence a regulator, the Financial Ombudsman, or a court will accept.
What we build · legal · health · financial
We build AI, agents, and automation for the sectors where a wrong decision is expensive — legal, health, and financial — to a standard that holds up under scrutiny. Every build runs on Verdica, our own engine for traceable, reproducible, defensible decisions. The proof it works: a court-defensible fraud and AML engine, already built for FCA-regulated firms. Compliant by design across the UK, EU and US — clients come from anywhere, the standard doesn’t move.
AI & Automation · Flagship
LiveTraceable, human-defensible AI, agent, and automation workflows for regulated and compliance-critical businesses — legal, health, and financial — with clear ownership, review, escalation, and audit-ready evidence, built compliant by design for the UK, EU (EU AI Act) and US (lending & NIST).
Financial Crime · Proven flagship
LiveThe proof of the standard: a court-defensible fraud and AML rule engine, built for FCA-regulated firms. Design, tune, and assure detection rules — documented, tested, monitored, owned, and mapped to the regulation each implements, across APP scams, transaction monitoring, card, and application/mule fraud.
Security & Resilience
LiveEvidence-forward, repeatable assurance for the controls that move money and protect customers — the same defensibility approach, applied to cyber and operational-resilience controls: documented, owned, tested, and mapped to the regulation each implements.
Three points where fraud rules are tested
Each now carries a direct financial cost — and each turns on whether the rule was documented, tested, and defensible.
Moment 01
Since mandatory APP-fraud reimbursement, a weak or undocumented detection rule is no longer just a control gap — it is a cost, carried on every claim.
We diagnose the fraud and AML rules against a defensibility scorecard and surface coverage gaps across recognised UK fraud typologies, before they are tested.
Pre-review exposure
Moment 02
The FCA, the Financial Ombudsman, or a court can demand proof that a fraud rule was adequate, tested, owned, and mapped to the regulation it implements.
We establish whether each rule has documented rationale, monitoring, and change control — and where the evidence is missing.
Evidence chain
System decision log
Available
Override record
Incomplete
Expert witness analysis
Not commissioned
Moment 03
Defensibility only holds if the rationale is documented, the rule is owned, and the output is reproducible — same inputs, identical traceable result.
We make that structure visible and challenge-ready — every assessment documented and repeatable — and hand over a regulator-ready pack.
Accountability trace
Business owner
Decision recorded
Governance owner
Review documented
Decision owner
Sign-off traceable
Business output
Defensible?
What we do
Ingress
Lineage
Model
Decision
Review
Data stream
Source integrity and lineage confirmed
Control lane
Exception rules and overrides inspected
Evidence lane
Decision record prepared for challenge
Decision Gate
Review finding
The flow only clears when lineage, control evidence, and accountable release conditions align.
The illustration reads as a resolution sequence: signals enter, controls are tested, evidence accumulates, and the decision gate clears only when the chain is defensible.
Governance
Customers, regulators, and the Financial Ombudsman can demand an explanation for any decision a fraud or AML rule made. Good governance means each question has a clear answer before it is asked.
Named owners
Every decision point has a documented, accountable person.
Traceable decisions
The path from data input to business outcome is reviewable.
Evidence-ready
Records exist in a form regulators and auditors can use.
Decision challenged
Credit decision #REF-4471 — Declined
Referred by compliance team · Tracing accountability chain
Accountable owner
Approval pathway
Data source
Decision rationale
Override record
Tracing 0 of 5 governance controls…
How it works
Three steps. Each replaces uncertainty with a clear view of where the exposure lies and what to do about it.
We identify the system, the decision path, the accountable audience, and the timing pressure.
Scope map
Evidence, system behaviour, governance controls, and decision logic are reviewed without ownership conflict.
Signal isolation
Findings are presented in plain language, with enough technical depth to satisfy regulators, legal advisers, or auditors.
Decision brief
Selected cases
A detection rule is only as strong as the evidence behind it. Whether it runs in a vendor engine or in-house logic, the same question applies — could it be shown adequate, owned, and defensible?
How well would today’s fraud rules hold up?
Run the free defensibility check →What we see in practice
Get in touch
Start with the free defensibility check — an estate scorecard and a single-rule mini-check, no data required. Or book a confidential briefing.