Intelligent Automation for
Banking, Financial Services & Insurance

Transform complex BFSI processes with intelligent automation that accelerates process discovery, streamlines operations, and improves automation reliability. AutomationCOE combines AI-powered automation intelligence with runtime assurance through ARIA and AURA to help financial institutions scale automation with greater speed, visibility, and control.

The Problem

Where BFSI automation stalls

The constraint in financial services is rarely the bot. It's the governance around it, which is why buying a better automation tool doesn't fix any of the following.

01

Core banking and channel fragmentation

Core platforms, digital channels, payment rails and CRM don't integrate cleanly, so people do the bridging work at every interface, and nobody has a single view of a customer journey.

02

KYC and onboarding document volume

Identity documents, proof of address and corporate structures turn up in formats that change with every market and counterparty. The result is high-volume manual review sitting on top of automation you already built.

03

Regulatory reporting burden

Reporting obligations across jurisdictions eat compliance capacity, with data assembled by hand from systems that were never designed to talk to each other.

04

Reconciliation across disconnected systems

Daily reconciliation between core, ledger, custodian and counterparty data gets done by people, because the exception rate is too high for rule-based automation to absorb. .

05

Claims and policy administration

Insurance operations run claims, endorsements and renewals across legacy policy systems where every exception exits to a human queue.

06

Audit trails that stop at the bot boundary

Automations log what they did, not why. Eighteen months later a regulator asks, and compliance can't reconstruct the decision.

96%

Reduction in cycle time

6,500+

Bots deployed globally

84%

Straight-through processing rate

INDUSTRY OVERVIEW

Powering Smarter, More Reliable BFSI Operations

Banking, financial services, and insurance organizations manage complex, high-volume processes across legacy systems, digital platforms, and regulatory environments. From KYC and onboarding to lending, claims, payments, and reconciliation, automation is becoming essential to improving efficiency and customer experience.

AutomationCOE helps BFSI organizations scale automation with greater speed and reliability. ARIA accelerates process discovery and automation documentation, while AURA provides runtime monitoring and dependency intelligence to help keep production automations resilient.

Why AutomationCOE

Why AutomationCOE for BFSI

We connect core, channel and counterparty systems through an automation layer that's governed and observable, rather than bolted together.

ARIA Logo
Stage 1

Discover with ARIA

BFSI automation starts with understanding complex processes, requirements, exceptions, and business rules. ARIA analyze process walkthroughs and transform process knowledge into structured, automation-ready documentation. With ARIA you can generate BRDs (Business Requirements Documents), test cases, feasibility assessments, and effort estimates within hours, helping your teams reduce manual documentation and move automation initiatives from discovery to development faster. ARIA also detects and anonymises PII by default, ensuring sensitive customer information captured in banking process recordings is protected from the start.

Learn about ARIA
Stage 2

Deliver with 5D1S

The 5D1S methodology delivers at the pace supervision allows, with reusable components across core and channel systems, and controls, evidence and change governance built in rather than remediated later.

Explore the framework
AURA Logo
Stage 3

Sustain with AURA

BFSI organizations rely on automations across critical systems where a bot failure can disrupt payments, customer operations, loan processing, claims, reconciliation, and other business-critical workflows. AURA provides runtime support and dependency intelligence, continuously monitoring bots and the applications, APIs, databases, and infrastructure they depend on. It helps detect issues early, identify root causes, and provide actionable insights—reducing downtime and helping keep critical BFSI automations running reliably.

Learn about AURA

USE CASES

BFSI use cases

Retail banking

Onboarding and KYC

Identity and address documents extracted, cross-validated and screened at intake, with discrepancies resolved rather than queued for a person.

Commercial banking

Trade finance document review

Letters of credit, invoices and bills of lading checked across market-specific formats, with every extraction traceable to source.

Insurance

Claims and policy administration

Claims, endorsements and renewals processed across legacy policy systems, with exception handling absorbed inside the automation.

All BFSI

Regulatory reporting

Reporting data assembled, reconciled and validated across jurisdictions, with an audit trail behind every figure.

SERVICES

Relevant solutions for BFSI

SUCCESS STORIES

Proven results in financial services.

Tier-1 retail bank, 14 markets

Loan origination on an 11-day cycle across 14 markets, with document format variance pushing large volumes into manual review despite a fully built bot estate.

ARIA-discovered document automation with an intelligence layer for the format variance, delivered across the existing estate and monitored by AURA.

Cycle time down to 9 hours. Straight-through processing at 84%. No auditor flags.

Read full case study

Global financial services group

Automation fragmented across 4 business units running 6 different RPA tools, no central governance, and quality visibly declining.

A unified COE operating model with one AURA monitoring view across all six platforms. No forced consolidation.

COE established in 90 days. Automation failure rate down 60% within 12 months.

Read full case study

BUSINESS OUTCOMES

Measurable impact in financial services.

From active enterprise deployments across financial institutions.

96%

Reduction in cycle time

Document-heavy origination and administration compressed from days to hours, by removing the manual review exit.

84%

Straight-through processing

Cases that used to need a person now complete end to end, inside defined confidence thresholds.

60%

Lower automation failure rate

Dependency-aware monitoring and one governance model, applied across a fragmented multi-vendor estate.

zero

Auditor flags

Every automated decision carries a reasoning trace, an authority reference and a timestamped record, available on request.

INSIGHTS

Related reading

View all insights →

Why Automation Programmes Stall in the First Six Weeks

How Enterprise AI Is Reshaping Business Decision-Making in 2025

FAQ

Common questions about AutomationCOE.

Not finding your answer? Email us directly.

AI and intelligent automation can streamline document-heavy and repetitive BFSI processes such as customer onboarding, KYC, reconciliation, regulatory reporting, loan processing, and claims administration. AutomationCOE uses ARIA to discover and document processes and AURA to monitor automation performance, helping financial institutions reduce cycle times, increase straight-through processing, and improve operational reliability.
AutomationCOE helps automate KYC and onboarding by extracting and validating information from identity and address documents, identifying discrepancies, and supporting exception handling. ARIA can discover and structure these processes while detecting and anonymising PII by default, helping BFSI organizations automate high-volume onboarding workflows with stronger governance.
Yes. AutomationCOE can support regulatory reporting by assembling, reconciling, and validating data from disconnected systems across jurisdictions. The platform is designed to maintain an audit trail behind automated decisions and reporting data, helping financial institutions improve reporting efficiency, traceability, and governance.
AI-powered automation can streamline insurance claims, endorsements, and renewals across legacy policy systems. AutomationCOE helps identify and automate these workflows while handling exceptions within the automation process, reducing the amount of work that has to be transferred to manual queues.
AutomationCOE combines AI-driven process discovery with runtime assurance. ARIA helps identify and document automation opportunities, while AURA continuously monitors dependencies across bots, applications, payment systems, and other infrastructure. AURA can identify potential failures before they affect customers or regulatory deadlines, helping financial institutions reduce automation failures and improve uptime.
Yes. AutomationCOE is designed to work with fragmented enterprise automation estates rather than requiring organizations to replace their existing RPA platforms. AURA provides a unified monitoring and governance view across multiple automation platforms, while the broader AutomationCOE framework connects processes, systems, controls, and runtime operations.