Production AML / KYC · Architecture v2.1 · Princeton, NJ

The Intelligence
Layer Your
AML Platform
Is Missing

Seven AI agents. Five peer data sources. Mandatory human-in-the-loop.

CAIBots plugs into your existing Actimize, Verafin, or Fiserv stack as the compliance intelligence layer — running all investigation, evidence assembly, and regulatory documentation before a case reaches the BSA Officer's desk.

7
Sub-Agents
Parallel
5
Source Tools
Equal Authority
52
FATF Typologies
Covered
80%
EDD Time
Reduction
0
OFAC False
Negatives
BSA / FinCEN CompliantFATF 52 TypologiesOFAC Real-Time Screening31 U.S.C. §5318(g)SR 11-7 Model GovernanceCTA 2024 BOIFFIEC Exam-ReadyMandatory HITLFinCEN 314(a) / 314(b)31 C.F.R. §1010.230Pinecone Vector RAGNeo4j Knowledge GraphSnowflake SQL IntelligenceNIST 800-63-3 IAL2/IAL3GDPR Data ResidencyActimize IntegrationVerafin IntegrationFiserv IntegrationBSA E-Filing Direct APISAR / CTR AutomationPerpetual KYCPEP Network ScreeningAdverse Media NLPCorrespondent Banking RiskBSA / FinCEN CompliantFATF 52 TypologiesOFAC Real-Time Screening31 U.S.C. §5318(g)SR 11-7 Model GovernanceCTA 2024 BOIFFIEC Exam-ReadyMandatory HITLFinCEN 314(a) / 314(b)31 C.F.R. §1010.230Pinecone Vector RAGNeo4j Knowledge GraphBSA / FinCEN CompliantFATF 52 TypologiesOFAC Real-Time Screening31 U.S.C. §5318(g)SR 11-7 Model GovernanceCTA 2024 BOIFFIEC Exam-ReadyMandatory HITLFinCEN 314(a) / 314(b)31 C.F.R. §1010.230Pinecone Vector RAGNeo4j Knowledge GraphSnowflake SQL IntelligenceNIST 800-63-3 IAL2/IAL3GDPR Data ResidencyActimize IntegrationVerafin IntegrationFiserv IntegrationBSA E-Filing Direct APISAR / CTR AutomationPerpetual KYCPEP Network ScreeningAdverse Media NLPCorrespondent Banking RiskBSA / FinCEN CompliantFATF 52 TypologiesOFAC Real-Time Screening31 U.S.C. §5318(g)SR 11-7 Model GovernanceCTA 2024 BOIFFIEC Exam-ReadyMandatory HITLFinCEN 314(a) / 314(b)31 C.F.R. §1010.230Pinecone Vector RAGNeo4j Knowledge Graph

Three Simultaneous
Compliance Horizons

Unlike traditional AML tools that process one case at a time, CAIBots runs three compliance pipelines simultaneously — always on, never sleeping, never missing a deadline.

New Onboarding CDD/EDD Perpetual KYC Monitoring Real-Time Transaction Screening
Key Principle — Event-Driven, Not Calendar-Driven

A genuinely low-risk customer who never changes never consumes analyst time. Only customers whose risk profile actually moves generate work. This is the source of the 60–70% reduction in pKYC workload.

Onboarding New Customer Application
New customer application · Beneficial owner added · Authorized signatory change · Product upgrade · New correspondent relationship
Perpetual KYC Event-Driven Monitoring
Risk score drift >15pts · Adverse media alert · Sanctions / PEP hit · Transaction velocity change · Ownership structure change
Tx Monitoring Real-Time Transaction Screening
AML rule engine alert · CTR threshold >$10K cash · Structuring velocity flag · High-risk jurisdiction wire · 52 FATF typology match

7 Sub-Agents Running
in Parallel

When a trigger fires, the orchestrator dispatches all seven sub-agents simultaneously — not sequentially — against a normalized customer event record.

IAL-IDENT
Identity Verification
Jumio · Onfido · IDEMIA · Socure · Alloy
Authenticates identity documents, validates biometric liveness, computes synthetic identity score, and establishes NIST 800-63-3 IAL2/IAL3 assurance level. Detects synthetic identities and document forgery.
UBO-CHAIN
Beneficial Ownership
D&B ORBIS · OpenCorporates · FinCEN BOI (CTA 2024)
Traverses full UBO chain to natural persons. Enforces 25%/10% thresholds. Detects circular ownership, shell company layering, nominee structures. Cross-references FinCEN BOI registry.
ADV-MEDIA
Adverse Media
Dow Jones · Refinitiv World-Check · LexisNexis · ComplyAdvantage
Continuous NLP across 300+ monitored sources. 0–100 adverse media score. Network propagation — UBO adverse media contaminates customer network risk score automatically.
5-DIM RISK
Risk Scoring
Synthesized from all agent outputs · 5 dimensions
Synthesizes inputs into a single 0–100 score across: Geographic, Product/Channel, Customer Type, Behavioral, and Network risk. Routes to SDD, CDD, or mandatory EDD.
OFAC-SANC
Sanctions Screening
OFAC SDN · EU Consolidated · UN Security Council · HMT · World-Check
Real-time screening — not batch. Fuzzy name matching handles transliteration variants. 2-hop PEP proximity. SDN cache TTL 1 hour. Immediate blocking on any SDN hit.
FATF-52TM
Transaction Monitoring
Actimize · Verafin · Fiserv · 52 FATF Typologies
Pattern-matches all 52 FATF money laundering typologies in real time. Calculates CTR avoidance amounts. Evaluates SAR filing obligation under 31 U.S.C. §5318(g). Bidirectional AML platform integration.
REG-DOCS
Regulatory Documentation
FinCEN BSA E-Filing · OpenText / Documentum ECM · LangChain
Assembles the complete examination-ready compliance file: CDD memo, EDD memorandum, SAR narrative (FinCEN-compliant), denial/exit letter. Every finding cited to a specific regulatory source.

Numbers That Move a
CRO from Interested to Committed

EDD Review Time · Before: 4.5 hrs
55min
↓ 80% reduction
EDD Review Time
CDD Review Time · Before: 90 min
12min
↓ 87% reduction
CDD Review Time
pKYC · Before: Full population
60–70%
workload eliminated
pKYC Workload Cut
SDD Auto-Clear · Before: 0%
>70%
retail auto-cleared
SDD Auto-Clear Rate

5 Peer Source Tools —
No Hierarchy · Parallel Execution

All five execute simultaneously on every trigger event. No source has authority over another. Conflicting signals resolved through weighted synthesis.

[VECTOR-RAG]
Regulatory Playbooks
Pinecone + pgvector DR
FinCEN · FFIEC · FATF · OFAC
[API-CALLS]
Live Screening
Jumio · OFAC SDN · World-Check
D&B ORBIS · FinCEN BOI
[SQL-DB]
Customer Intelligence
Snowflake Data Warehouse
36-month transaction history
[KNOW-GRAPH]
Ownership & Networks
Neo4j AuraDB Enterprise
UBO chains · PEP networks
[MEMORY]
Compliance Intelligence
4-Tier: In-Weights · Redis
In-Context · KV Cache TTL

Mandatory
Human-in-the-Loop

Every critical compliance action is hardcoded behind a mandatory HITL gate. These cannot be bypassed, automated, or delegated to the agent under any circumstances.

🔒
Agent Prepares — Officer Decides
The agent assembles evidence and drafts documentation. The BSA Officer approves or rejects. The system cannot override a human — only the reverse.
📋
BSA Officer Always Filer of Record
No SAR is filed, no account is exited, no sanctions hit is resolved without explicit BSA Officer authorization. Every decision timestamped and immutably logged.
🧾
Full Examination-Ready Audit Trail
Every determination traceable to a specific data input, specific regulatory citation (chunk-level RAG), and specific reasoning step. Reproducible on demand within 24 hours of examiner request.
Mandatory HITL Gates All 5 Required for Production
Required
EDD Determination
Approve onboarding, request documentation, or decline. Cannot proceed without BSA Officer decision.
Required
SAR Filing Approval
BSA Officer reviews, verifies, signs, and submits via FinCEN BSA E-Filing. Agent never submits.
Required
Customer Exit / Account Closure
Authorize exit letter. Confirm no tipping-off violation under 31 U.S.C. §5318(g)(2).
Required
Sanctions Hit Resolution
Immediate block, OFAC blocking order, 10-day report. All actions timestamped.
Advisory
Correspondent De-Risking
BSA Officer judgment governs on significant correspondent bank relationships.

Built for the Exam Room,
Not the Demo Room

Shadow Run · Community Bank

"EDD review time dropped from 4.5 hours to under 55 minutes in Week 8 of shadow mode. The SAR narrative quality surprised our BSA Officer — she rated 89% as B-or-better on first draft."

— BSA Compliance Lead · $2.1B Community Bank · Mid-Atlantic
Pilot Outcome · Credit Union

"We passed our NCUA exam with the CAIBots audit trail as primary documentation. The examiner specifically noted the completeness of the evidence chain. Zero findings on the KYC file."

— Chief Compliance Officer · $800M Federal Credit Union · Southeast
Architecture Review · Regional Bank

"Our internal model risk team reviewed the SR 11-7 documentation package. It was more complete than what most third-party validation firms produce. We approved it in 3 weeks."

— Model Risk Officer · $5.4B Regional Bank · Northeast
SR 11-7
Model Governance Compliant
FFIEC
Exam-Ready Documentation
0.00%
OFAC False Negative Rate
>85%
SAR Quality B-or-Better
🏗
Technical Visual
System Architecture Diagram
Full 8-layer production diagram: AML platform integration, 3 trigger horizons, orchestrator, 7 parallel agents, 5 peer sources, HITL gates, and BSA Officer outputs.
View Architecture →

Ready to Scope the Pilot?

In a 30-minute architecture session we map this pipeline to your AML platform, data infrastructure, and compliance team workflow. A scoped 90-day production pilot can begin within two weeks of that session.

Schedule the Live Demo → View 90-Day Pilot Terms
+1 (609) 721-2815  ·  contact​@caibots​.com  ·  caibots.com  ·  Princeton, NJ