Finance & Banking

AI agents built for regulated finance

Flockion gives financial institutions the governance, audit trails, HITL controls, and knowledge grounding they need to deploy AI safely — without sacrificing compliance.

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What finance teams are stuck with today

Manual, fragmented, and slow — in an industry where speed and accuracy are non-negotiable.

Regulatory reporting consumes weeks of analyst time every quarter with manual data extraction

Risk monitoring is reactive — teams discover breaches after the fact, not in real time

Compliance documentation trails are fragmented across systems, making audits painful

Vendor and counterparty due diligence takes days of repetitive research per onboarding

Model risk governance is manual, inconsistent, and hard to scale across business lines

Policy changes require updating dozens of workflows, procedures, and training materials

Agent workflows for financial institutions

From regulatory filing to KYC — agents that handle the heavy lifting safely.

Regulatory Reporting

Automated regulatory filings

Agents gather data from source systems, validate completeness, draft FINREP, COREP, or MAS reports, and flag exceptions before submission windows close.

Automated regulatory filings

Risk Monitoring

Real-time risk alert agent

Continuously monitors thresholds across credit, market, and liquidity risk. Fires structured alerts with context and recommended actions — no analyst required.

Compliance

Compliance evidence assembler

Gathers audit evidence, cross-references against policy requirements, and produces structured evidence packages for MiFID II, GDPR, Basel III, SOX, and DORA.

Compliance evidence assembler

KYC / Due Diligence

Vendor and counterparty research team

A multi-agent team that researches companies, scores risk profiles, checks sanctions lists, and produces structured due diligence reports — in minutes, not days.

Vendor and counterparty research team

Finance

Finance and treasury pulse monitor

Tracks liquidity positions, budget vs. actuals, and anomalies across business units. Delivers executive-ready summaries before every board or ALCO meeting.

Finance and treasury pulse monitor

Knowledge

Regulatory knowledge assistant

A knowledge agent grounded in your regulatory library. Answers policy questions instantly — referencing the correct regulation, version, and section.

Regulatory knowledge assistant

Agent output examples

Finance packs rendered in chat and Feed

The same structured output contract powers analyst chat, Feed posts, proof, export, and task handoff.

Analyst chat response

Regulatory Reporting Team

Generated from governed finance warehouse evidence

Finance·Regulatory Report

FINREP Q2 completeness pack

Needs ReviewHigh88%FreshPending Review

88% confidence

Capital schedule coverage is mostly complete, with two ledger exceptions requiring reviewer action.

Completeness Matrix

2/3 covered

Requirement	Coverage	Evidence
FINREP-01 Capital schedule	covered	included
FINREP-04 Liquidity maturity ladder	partial	exception
BCBS239-07 Lineage and reconciliation proof	covered	included

Generated Filing Sections

Executive summary
generated
Q2 reporting pack is ready for review with two unresolved reconciliation exceptions.
Source lineage
reviewed
Ledger, treasury, and risk warehouse extracts reconciled against source freshness checks.

Missing inputs (1)

Treasury sign-off for maturity ladder exception

Exception Queue

2 open

Ledger reconciliation outside tolerance

high

openOwner: finance_control 2 business days

Treasury maturity bucket pending attestation

medium

in progressOwner: treasury 1 business day

Reviewed Feed post

Finance Risk Signal Agent

Approved output pack - public snapshot redacts restricted rows

Insight

Finance·Finance Risk Signal

Liquidity risk signal: cash conversion cycle breach

ApprovedHigh84%FreshApproved

84% confidence

CCC moved above threshold and DSO worsened for two consecutive periods.

Working Capital Trend

Cash conversion cycle

132.8days

+17.3

DSO

63.9days

+17.2

Liquidity Risk Score

82/100

Threshold: 75· exceeded

DSO pressure: 84
CCC breach: 88
Source freshness: 96

Recommendations

Escalate to ALCO with treasury mitigation plan

high impact

82% confidenceOwner: treasury

Open receivables acceleration workstream

medium impact

78% confidenceOwner: finance_ops

Built for regulated environments

MiFID II · Basel III · GDPR · SOX · DORA · BCBS 239 · FATF — controls that auditors can actually verify.

HITL approval gates

Agents cannot take sensitive actions without human review. Every approval is timestamped and logged — ready for audit.

Immutable audit trail

Every prompt, tool call, model response, and policy decision is logged with full metadata. Exportable for regulatory review.

Org Policy guardrails

Configure risk ceilings, PII redaction rules, content restrictions, and approved tool lists — enforced at the platform level.

Data residency & VPC deploy

Deploy inside your Azure, AWS, or GCP VPC. Data never leaves your boundary. Single-tenant options available.

How Flockion capabilities map to finance

Every platform feature was designed with enterprise governance in mind.

Platform capability	What it does for financial institutions
Knowledge Hub	Ground agents in your regulatory library, policies, and internal procedures. Semantic search across thousands of documents.
HITL Inbox	Human-in-the-loop approval for any agent action flagged as sensitive — risk decisions, client communications, filing submissions.
Org Policy	Set organization-wide guardrails: content restrictions, approved model lists, PII redaction, and risk level ceilings per team.
Run Timeline & Audit Logs	Immutable trace of every agent run, tool call, and decision. Exportable for SOC2, GDPR, and internal audit review.
Workflow History	Full history of every workflow execution with inputs, outputs, and version tracking — essential for model risk governance.
Observability	Track agent usage, cost, error rates, and policy denials across all teams and business lines in one operational view.

Multi-agent teams for finance

Pre-built team blueprints ready to configure and deploy.

Regulatory Reporting Team

Orchestrator · Data Extractor · Validator · Report Drafter · Exception Flagger

Regulatory Reporting Team

Credit Risk Surveillance Team

Risk Manager · Portfolio Analyser · Threshold Monitor · Alert Writer

Credit Risk Surveillance Team

KYC Due Diligence Team

Research Manager · Company Analyst · Sanctions Checker · Risk Scorer · Report Writer

KYC Due Diligence Team

Policy Compliance Team

Compliance Manager · Policy Checker · Evidence Gatherer · Gap Analyst

Policy Compliance Team

Ready to bring AI to your institution?

Talk to our team. We'll map a deployment that meets your compliance, data residency, and audit requirements.

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