Onboarding that auditors can follow
Document intelligence, exception queues, and immutable evidence by design.
Financial crime and compliance teams need speed and perfection—manual reviews do not scale.
The Challenge
KYC packets arrive in mixed formats; analysts re-key data and chase missing proofs. Regulators expect explainable decisions, complete trails, and timely escalation—spreadsheets and email chains fall short.
The Innovoco Solution
We deploy extraction and classification pipelines with human review queues on Azure or GCP, wired to your case system. Every decision links to source pages, model version, and reviewer sign-off for audit replay.
Phase 1 — Stabilize intake
Unify channels (portal, email, partner feeds), classify document types, and measure field-level accuracy against a golden set.
Phase 2 — Automate with oversight
Expand straight-through processing for low-risk patterns; route exceptions with structured reasons and SLA timers.
Key implementations
Evidence lockers
WORM or object-lock storage for finalized packages tied to case IDs.
Exception workflows
Configurable queues for AML, fraud, and ops with dual-control where required.
Model cards & drift checks
Document training data boundaries and monitor score shifts by segment.
Sanctions / PEP hooks
Integrate vendor screening with auditable API calls and retries.
Reporting exports
Supervisor-ready summaries without copying data to desktop files.
Technical innovation
Hybrid approaches pair specialized OCR/IDP with LLM reasoning for unstructured notes—always bounded by schema validation and reviewer UI that shows citations side-by-side with extracted fields.
Impact
- 30–60% faster time-to-decision on clean applications.
- Lower operational risk from missing documents or inconsistent decision notes.
- Audit preparation measured in hours, not weeks of reconstruction.
- Clear capacity model for peak onboarding volumes.
Exception queues used to live in email. Now every decision has evidence, model version, and reviewer sign-off—we can replay a case in minutes.
— Chief Compliance Officer (anonymized)
Explore this outcome on your stack
We map scope, guardrails, and rollout to your data boundaries and teams—practical next steps, not a generic slide deck.
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