Redesign alerts, cases, escalation, and data flows so decisions are structured, repeatable, and built to scale under growth.
Ensure monitoring thresholds, CDD, and escalation models absorb rapid growth without burdensome backlogs or sacrificing decision quality.
Move beyond fragmented procedures to streamlined controls that are auditable, explainable, and defensible under supervisory scrutiny.
AML programs do not break at the policy level.
They break when growth stress-tests workflows, tooling, and escalation paths that were never engineered to scale.
Make decisions consistent under scale. Clarify ownership, escalation triggers, and review layers so outcomes stay traceable and defensible.
Get changes shipped, not just designed. Align Compliance, Product, and Engineering so AML improvements are implemented, adopted, and measured.
Turn leadership intent into day-to-day behavior. Convert risk appetite into thresholds, workflows, and tooling rules that guide monitoring, EDD, and escalation.
Standardize investigations and evidence. Make EDD depth, SAR/STR rationale, and QA repeatable so files hold up months later.
Speed up onboarding without weakening controls. Standardize OSINT evidence and move to trigger-based refresh so KYC stays clean as volume grows.
Reduce tool sprawl and manual work. Run vendors with KPIs + change control so performance does not drift and evidence stays connected.
Identify alert quality, backlog pressure, escalation design, workflow friction, and operational bottlenecks.
Reengineer workflows, escalation logic, and decision ownership so AML operations scale with growth.
Align monitoring, case tooling, and data flows so controls are enforced in streamlined tools, instead of scattered and inconsistent.
Ship changes with QA, metrics, and change control so improvements stick as products and volumes evolve.
Higher signal-to-noise and smarter routing prevent volumes from creating investigation queues.
Less workflow friction and fewer handoffs, so cycle times stay stable as volume grows.
Clear STR/SAR triggers, rationale, and QA for repeatability and audit-ready.
Decision rights and measurable performance across monitoring, EDD, and escalation.
Use your current stack to its fullest and automate the right steps to eliminate repetitive toil.
Better data quality, traceability, and evidence retention so controls stand up to audit, licensing, and partner reviews.
Tech-led obliged entities where customer growth, product complexity, and regulatory scrutiny are outpacing AML operations.
Organizations that need scalable, defensible AML operations without slowing product velocity or endlessly adding analysts.
You are likely experiencing:
iGaming OperatorsHigh-growth online gaming and betting platforms operating across multiple jurisdictions under increasing AML scrutiny.
Rapid player growth and escalating alert volumes
Fragmented KYC, OSINT, monitoring, and payments tooling
Escalations and SAR decisions struggling to scale
Crypto-Asset Service ProvidersCrypto exchanges, custodians, and other CASPs operating under MiCA and Travel Rule obligations while scaling monitoring and wallet risk controls.
On-chain transaction monitoring integrated with AML investigations
Travel Rule, sanctions screening, and counterparty risk across wallets
Rapid transaction growth driving alert volumes and investigations
Increasing scrutiny under MiCA, FATF standards, and partner due diligence
Fintechs & PaymentsSoftware-first fintechs, PSPs, EMIs, and payments platforms managing complex flows and growing supervisory scrutiny.
Multiple products, rails, and jurisdictions increasing monitoring complexity
AML embedded across onboarding, payments, and transaction monitoring
Growing scrutiny from banks, regulators, and payment partners
Monitoring and fraud signals spread across multiple systems
Scale-Ups Under Regulatory PressureCompanies where AML once worked “well enough” but is now breaking under growth or expansion.
Case backlogs and manual workarounds emerging
Engineering and compliance misalignment slowing fixes
Upcoming inspections, audits, or market launches
Risk scoring or monitoring logic no longer fits product complexity
When We Are a Good FitYou are an obliged entity with real AML risk, meaningful operational volume, and the mandate to fix structural problems properly.
Tech-led, software-centric operating model
Willing to invest in scalable fixes rather than patches
Need hands-on support across compliance, product, and engineering
Designing systems and workflows in software-driven organizations.
Professional certification in global AML standards and practice.
Focused on scalable monitoring, escalation, and investigation workflows.
Delivering AML improvements across operational and technical teams.
