BitFlow
Banking and Financial Services

Process Orchestration and Agentic AI for Banking

Automate KYC onboarding, loan origination, compliance workflows and trade finance with Camunda 8 and AI agents. Built for regulated banking environments across MENA, Saudi Arabia, Australia and Europe.

SAMA (Saudi Arabia)CBUAE (UAE)CBB (Bahrain)APRA (Australia)FCA (UK)BaFin (Germany)DFSA (Dubai)
The Challenge

Banking processes are broken by design.

Banks operate some of the most complex processes in any industry. Dozens of systems, multiple regulatory frameworks, and thousands of daily decisions. Yet most of these processes are still coordinated by email, spreadsheets and manual handoffs between siloed systems. The result is slow onboarding, inconsistent decisions and compliance risk at every step.

KYC/AML onboarding takes 30 to 90 days

Lost customers, regulatory risk, high operational cost

Loan origination has 12+ manual handoffs

Weeks-long approval cycles, inconsistent decisions, audit gaps

Compliance reporting is manual and error-prone

Regulatory fines, audit failures, staff burnout on repetitive checks

Core banking systems (SAP FS, Oracle FLEXCUBE) do not connect

Data re-entry, reconciliation errors, no end-to-end visibility

Exception handling falls to email and spreadsheets

No audit trail, SLA breaches, inconsistent outcomes across branches

Use Cases

What We Automate for Banks

Use Case 1

KYC and AML Onboarding Automation

Orchestrate the full customer onboarding journey in a single Camunda-governed BPMN process. Document submission, identity verification, sanctions screening, risk scoring and approval. AI agents extract and validate documents automatically. Human reviewers handle edge cases only.

Technology Stack

Camunda 8 orchestrationAI document processing (IDP)SAP FS-BP / core banking integrationSanctions screening API connector

Outcomes

  • 45 days to 3 days average onboarding
  • 80% reduction in manual document handling
  • Full SAMA / CBUAE / APRA audit trail on every decision
Use Case 2

Loan Origination and Credit Workflow

Replace fragmented approval chains with a single BPMN process. Applications route through credit scoring, underwriting, compliance review and approval. DMN decision tables encode credit policy. Rules changes never require code deployments.

Technology Stack

Camunda 8 + DMN credit rulesSAP FICO / CML integrationCore banking REST connectorsMulti-level approval routing

Outcomes

  • 90% straight-through processing for standard applications
  • Credit decisioning in hours, not weeks
  • Zero lost applications across system boundaries
Use Case 3

Compliance and Regulatory Reporting

Automate IFRS 9, Basel III and AML reporting workflows. Camunda orchestrates data collection across SAP GL, risk systems and data warehouses. Audit-ready reports with a complete process history for every data point.

Technology Stack

Camunda 8 with event-driven triggersSAP FICO / S/4HANA integrationData warehouse connectorsAutomated report generation

Outcomes

  • Reporting cycle reduced from weeks to hours
  • Zero manual data reconciliation
  • Regulator-ready audit trail for every report
Use Case 4

Trade Finance Digitisation

Digitise paper-based trade finance processes. Letters of credit, documentary collections and guarantees handled with AI document processing and Camunda orchestration across trade, compliance and settlement teams.

Technology Stack

AI document extraction for trade docsMulti-bank Swift connectorCamunda agentic orchestrationCompliance screening integration

Outcomes

  • Trade cycle time reduced by 60%
  • Paper eliminated from the process
  • Real-time visibility across all open transactions
Why BitFlow

Built for Regulated Banking Environments

Camunda process orchestration, SAP financial systems expertise and agentic AI. Banking automation that satisfies compliance teams and CIOs alike.

Full Audit Trail

Every decision, every handoff, every exception recorded in Camunda Operate. Regulators get the trail they need without extra effort.

SAP Banking Integration

Deep expertise in SAP FS-CD, FS-BP, FICO and S/4HANA. We build the connectors banks need to expose core banking data to AI agents and Camunda workflows.

Regulatory Compliance

SAMA, CBUAE, APRA, FCA. We understand the compliance requirements in each market and build processes that satisfy them from day one.

Self-Hosted Option

Data sovereignty matters in banking. All AI agents, MCP servers and Camunda deployments run on your infrastructure. Your data never leaves your environment.

Ready to transform your banking processes?

Book a free 30-minute process audit. We will map your KYC, lending or compliance workflows and show you exactly where Camunda and AI agents remove friction and what the ROI looks like.

Book a Free Banking Process Audit