Fintech AML compliance · engineering partner
AML compliance for fintechs,
engineered as a control layer you own.
TrustChange engineers fintech AML compliance end to end for EU PSPs, EMIs, neobanks, remittance and lending platforms — onboarding, screening, transaction monitoring, case workflow, STR / SAR reporting and an AML compliance dashboard your MLRO trusts. Client-owned code, versioned rules, tamper-evident logs and audit evidence engineered in from day one. Not a rented AML SaaS, not a legal-advice shop.
- EU-based engineers
- PSD2-aware delivery
- AML / Travel Rule aware
- GDPR-aware storage
What "AML compliance for fintechs" means here
Fintech AML compliance without the SaaS strings
Most searches for AML compliance fintech solutions surface multi-tenant SaaS with fixed rule schemas and a per-alert fee. We work the other way. TrustChange engineers the AML control layer against your actual rails, corridors and audit expectations — under your brand, on your infrastructure, with the rules, the vendor adapters and the AML compliance dashboard shipped as client-owned code.
Deciding whether to buy, build or wrap an incumbent? Start with CTO advisory. Wider practice: compliance engineering. Broader AML catalogue: AML compliance solutions.
Subsystems
Four subsystems inside every AML compliance fintech build
An AML platform is not one service. It is four subsystems that must agree on every alert. We build them together, on one plan, with one team accountable end to end.
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01
Onboarding & KYC/KYB
Consumer and business onboarding with document capture, liveness, UBO resolution, PEP and sanctions screening — wired into your product, not bolted on.
- Vendor-agnostic KYC
- UBO tree resolution
- Risk-scored acceptance
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02
Screening
Sanctions, PEP, adverse-media and wallet-risk vendors behind one adapter with fallbacks, retries and result caching — every verdict stamped with policy version.
- Multi-vendor abstraction
- Result cache & audit log
- Ongoing rescreening
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03
Transaction monitoring
Rule engine over your ledger and event stream: velocity, structuring, geography, counterparty and behavioural rules with tunable thresholds and back-testing.
- Rule DSL, versioned
- Alert queue with SLAs
- Rule back-test harness
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04
Case & reporting
Alerts open cases; analysts triage, document and resolve; STR/SAR filings and supervisor requests export from the same evidence store, not a separate spreadsheet.
- Case queue & aging
- STR / SAR templates
- Regulator export bundle
Stack
What sits behind fintech AML compliance
Eight layers, one system. Every layer names an owner, a control and a piece of audit evidence — nothing is left implied under the "compliance dashboard" label.
Delivery patterns and evidence: how we deliver. Payment-side detail: payment gateway engineering and payment ledger & reconciliation development. Banking view: banking software development company.
| Layer | What we build |
|---|---|
| Ingestion | Adapters into your ledger, transaction stream, KYC vendors, screening vendors and on-chain reads (if relevant) Every source is versioned; a rerun on the same input is deterministic. |
| Normalisation | One canonical event shape with counterparty, corridor, instrument and product context resolved Rule authors work against one model, not five vendor schemas. |
| Rules & scoring | Rule DSL with tolerances, cool-down windows and dynamic risk scoring per customer, corridor and product Rules are configuration, versioned in the AML compliance dashboard. |
| Alerting | Alert queue with de-duplication, aging, ownership, escalation and audit trail SLA breaches page an on-call rota, not just fill a log. |
| Case management | Case files with linked alerts, KYC snapshot, evidence attachments and resolution codes Every action is who / what / why / when, retained per your policy. |
| Reporting & exports | STR / SAR templates, regulator request packs, quality-assurance sampling and daily close Finance, ops, MLRO and the supervisor read the same source of truth. |
| Analytics dashboard | AML compliance dashboard for fintech operators — SLA, workload, alert-to-case ratios, false-positive rate and rule performance One canonical event stream, one dashboard, no hidden warehouse copy. |
| Controls & access | Role-based access, four-eyes on manual decisions, tamper-evident logs and change-managed rule deployment Rule changes ship through your normal review process, not out-of-band. |
AML path
From event to a filed report
Every event in the AML compliance for fintechs platform goes through the same gates before an alert opens or a report is filed. Speed comes from tuning the pipeline, not from skipping a step.
- 01
Event
Real time
A payment, top-up, transfer or KYC update lands in the pipeline with a source-run id and checksum.
- 02
Normalise
Sub-second
The event is mapped to your canonical model with corridor, counterparty and product context resolved.
- 03
Screen
Sub-second
Sanctions, PEP, adverse-media and (where relevant) wallet-risk vendors return verdicts against a cached, audited store.
- 04
Rule check
Sub-second
Velocity, structuring, behavioural and geography rules run; each hit carries a rule version and reason.
- 05
Alert
Immediate
Suspicious activity opens an alert; alerts group into cases with SLAs, ownership and audit trail.
- 06
Report
As required
Analyst decisions flow into STR / SAR filings and regulator export packs from the same evidence store.
Delivery
How we deliver AML compliance for fintechs
Five steps, in this order. AML work runs inside the product backlog — no separate compliance phase bolted on before launch, no big-bang release of an untested rule engine or dashboard.
- 01
Scoping
Weeks 1–2
We map products, rails, corridors, existing controls, licence context and the risk you must stand behind. Output: a scope, a control map and a costed plan.
- 02
Architecture
Weeks 3–4
Rule DSL, vendor adapter contracts, case-model, dashboard information architecture and export schemas written down first. Auditor requirements shape the design.
- 03
Build
Two-week sprints
Onboarding, screening, monitoring, case workflow and dashboard ship in slices. Each merge runs tests, static checks and a dependency scan.
- 04
Hardening
Before cut-over
Replay against historical events, rule back-testing, load work and a third-party review window. Cut-over is rehearsed with your MLRO and ops team, not assumed.
- 05
Launch and run
Cutover + ongoing
Named engineers on 24/7 cover. Runbooks, dashboards and the audit bundle are handed to your team on day one, with a documented on-call rota.
Engagement
Four ways to buy your AML compliance fintech build
Same engineers, same standard. Only the commercial shape changes.
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Fixed-scope build
A defined AML platform at a fixed price and date. Best when products and rails are settled.
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Dedicated team
A standing EU squad with a lead. Best for long roadmaps and new corridors each quarter.
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Staff augmentation
Senior engineers inside your team. Best when you already own the plan and need AML depth.
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CTO advisory
Architecture and buy-vs-build review before you commit. Best at the design stage.
Questions
FAQ: AML compliance for fintechs
Six answers up front on scope, packaged-vs-custom trade-offs, model coverage, the AML compliance dashboard, regulatory positioning and ongoing support. Bring the rest to the call.
What does AML compliance for fintechs actually cover in a TrustChange engagement?
We engineer the whole control layer end to end: onboarding with KYC/KYB and UBO resolution, sanctions and adverse-media screening, transaction monitoring against your ledger and event stream, alert-to-case workflow, STR/SAR reporting and an AML compliance dashboard your MLRO and ops team run day to day. It ships as source code in your repositories, with the IP assigned to you. There is no per-alert fee and no shared multi-tenant backend between you and your supervisor.
How is your build different from a packaged AML compliance fintech SaaS?
Packaged AML SaaS hides the rule engine behind a licence and forces your risk model to fit the vendor's schema. TrustChange shapes the rules, the thresholds, the vendor adapters and the workflow around your actual product, corridors and audit expectations. A bespoke fintech AML compliance build takes longer up front, but you keep every rule, every adapter and every decision — and rule changes ship through your normal review process rather than a vendor ticket.
Which fintech models is AML compliance for fintechs built for?
The reference build fits PSPs, EMIs, neobanks, remittance platforms and lending or BNPL products. A typical engagement bakes in PSD2-aware payment flows, EU consumer and business onboarding, transaction monitoring across card, SEPA and open-banking rails, and Travel Rule messaging on any crypto legs. The platform is built to scale from one product line to a full multi-corridor operation without a rewrite.
How is the AML compliance dashboard fintech operators use engineered?
The AML compliance dashboard is a single operational surface: alert queue by aging and SLA, case workload per analyst, alert-to-case ratios, false-positive rate per rule, rule-back-test results and STR / SAR pipeline status. Access is role-based, every filter and export is logged, and the underlying event stream is the same one the ledger and finance reports read — no hidden copy of the truth, no reconciliation mystery between operations and reporting.
How are MiCA, PSD2, AML directives and GDPR engineered into the AML platform?
TrustChange is an engineering partner, not a law firm — your MLRO and legal advisers set the policy, we ship the controls and the evidence. That means PSD2-aware payment flows, KYC/KYB in onboarding, sanctions and adverse-media screening before value moves, transaction monitoring inside the flow, Travel Rule data on any crypto legs and GDPR-aware storage with data mapping and retention rules. Nothing about licences, supervisor approvals or opinions is claimed on your behalf.
Do you also run the AML platform after launch, or hand it over?
Both are on the table. Most clients start with named TrustChange engineers on 24/7 cover during the first months while their own team ramps up, then take the platform in-house with runbooks, dashboards and an on-call handover we author together. Some keep us on as a dedicated development team or on staff augmentation for new-rail adapters and rule roadmap work, or as CTO advisory on architectural calls.
Book a discovery call for AML compliance for fintechs
Bring your products, your rails, your licence context and where the pain sits — aged alerts, false positives, a missing dashboard or a stuck report. We come back with a control map, an architecture view and a costed plan. No demo theatre.