From process debt to operating intelligence

Agentic AI and intelligent automation deployed across back-office operations — from document processing and mortgage servicing to financial crime and lending administration.
From process debt to operating intelligence

12 of Top 20

mortgage lenders and servicers in the US

7 of Top 10

credit card issuers in the US

3 of Top 6

retail banks in the UK

NelsonHall

Leader — GenAI & Process Automation in Banking, NEAT 2025

HFS Research

Horizon 3 Market Leader — Best Service Providers for Mortgage Reinvention

Everest Group

Star Performer & Major Contender — Financial Crime and Compliance (FCC) Operations, PEAK Matrix®

Everest Group

Leader & Star Performer — Banking Operations Services, PEAK Matrix® Assessment

ISG

Leader — Generative AI Services, ISG Provider Lens®
WHY THIS MATTERS

Manual operations are compounding your costs daily

For every COO and CFO watching compliance costs rise and AI ROI stay out of reach, the operations model is the problem — not the ambition.
client attrition
client attrition

70%

of financial institutions worldwide lost clients in 2025 due to slow, manual KYC and onboarding processes. up from 67% in 2024 and 48% in 2023.
competitive gap
competitive gap

4

AI pioneers could open a gap of 4 percentage points of return on tangible equity, or ROTE, relative to slow movers of business model reinvention.
ai value creation
ai value creation

68%

most impactful AI deployments are happening behind the scenes, with 68% of banks citing internal capabilities as the greatest value driver.
PROVEN OUTCOMES

The back office is now a growth engine

These results from live banking operations prove that intelligent operations can accelerate growth, reduce risk, and lower cost simultaneously.

2X

audit volume scaled

A US mortgage lender needed guaranteed accuracy across ARM audits at scale. Firstsource rebuilt the assurance model with a standardized control framework, doubling audit volume with zero exceptions and zero SLA misses.

70%

faster processing

A leading UK bank faced surging DSAR volumes and growing conduct-risk exposure. Firstsource standardized the control framework and automated verification, cutting processing time and reducing manual indexing effort 80%.

40%

higher satisfied customers

A global 500 bank in Southeast Asia deployed Firstsource process intelligence to surface bottlenecks. Digital transformation costs fell 15%, process inefficiencies dropped 20%

20%

cost reduction

A top-two US bank engaged Firstsource to lift cure and roll-rate performance across all delinquency stages. Contractually guaranteed 20% cost savings delivered. Ranked #1 vendor across quality, compliance, and performance.
Intelligent Back Office services Deep Dive

The problem isn't the process. It's the gaps between them.

Our every service runs on Kairos OS — bringing horizontal back-office intelligence to every workflow, every loan, every document.
Firstsource's ILM platform classifies, extracts, and validates data across 845+ document types in the BFS ecosystem. Machine-learning OCR, exception management workflows, and direct API integration with LOS and servicing platforms deliver 40% productivity uplift at 99%+ accuracy.
Firstsource deploys agentic AI across mortgage servicing's highest-cost workflows — annual escrow analysis, tax analysis, payment processing, and product transfer management. Automation layers on existing loan operating systems, absorbing seasonal spikes and delivering a 30–55% reduction in manual effort.
Firstsource runs AML, KYC, and fraud back-office workflows using AI-native alert prioritization and case summarization to cut analyst load 25–35%. SAR drafting, KYC refresh case management, false-positive resolution — all managed to regulatory standard with 97% accuracy in fraud case resolution.
Commercial lending and invoice finance back-offices are automated across the full portfolio. Credit file preparation, drawdown processing, invoice discounting and factoring, and portfolio reconciliation — delivered at 60–90% automation penetration with up to 99.8% accuracy.
Firstsource applies process mining and interaction mining to surface hidden back-office inefficiency — then improves workflows without disrupting live operations. Continuous improvement cycles deliver 10–20% faster cycle times, 70–80% reduction in compliance violations, and 100% audit coverage every quarter.
CLIENT SPOTLIGHT

Intelligence operating across all three back-office service lines

Where every back-office capability — from AML to member servicing — operates as one integrated, compounding intelligence model.
A large building society in the UK needed to modernize operations across banking and savings, economic crime prevention, and member chat — 16 core processes and 99 sub-processes supported by 72 tools and applications. As its first strategic outsourcing partner, Firstsource was asked to deliver cost efficiency, operational resilience, and a future-ready service model simultaneously.

Firstsource deployed AI Coach for real-time personalized coaching, GenAI-powered QA automation, and a compassionate bereavement services model. A model office designed scalable workflows across the full banking value chain; a co-created Innovation Council built a governance framework tying continuous improvement directly to commercial outcomes.
Intelligence operating across all three back-office service lines

55%

TCO savings
WHO WE SERVE

Different businesses. Same operational advantage.

When volumes swing, performance shouldn't
IMBs AND Mortgage Lenders

When volumes swing, performance shouldn't

Independent mortgage banks and mortgage lenders need back-office operations that scale with origination cycles. Firstsource delivers fulfilment, servicing, and default operations across the full loan lifecycle.
Make compliance-heavy operations move faster
Retail Banks

Make compliance-heavy operations move faster

US and UK retail banks face document-heavy, compliance-constrained back-office workflows. Firstsource automates at volume — from DSAR and AML operations to account servicing and working capital finance.
Run complex lending operations with confidence
Commercial Banks

Run complex lending operations with confidence

Commercial banks running lending, invoice finance, and trade finance back-offices need precision at scale. Firstsource delivers credit file preparation, factoring, and reconciliation with 60–90% automation penetration.
Member value through operational excellence
Building Societies & Credit Unions

Member value through operational excellence

Member-owned institutions need efficient back-office operations without sacrificing quality or regulatory compliance. Firstsource serves as operating partner across banking, economic crime, and member services.
Scale innovation without scaling complexity
FinTechs

Scale innovation without scaling complexity

FinTechs that scale faster than their operations need back-office infrastructure that moves with them. Firstsource deploys KYC automation and financial crime operations for high-growth players.
Confidence under scrutiny
Servicers & Default Specialists

Confidence under scrutiny

Servicers and default specialists require back-office operations with uncompromising accuracy under regulatory scrutiny. Firstsource delivers ARM audit assurance, DSAR management, and bankruptcy operations to regulator-ready standards.
PROOF OF DELIVERY

The proof lives in running operations

Three engagements. Three different metrics. All from live operations — not projections, not benchmarks.

30%

TAT improvement

A large building society in the UK engaged Firstsource as its first strategic outsourcing partner. Turnaround times improved 30% across banking and savings, economic crime prevention, and member chat — simultaneously, within the first year.

80%

lesser manual effort

A leading UK bank managing surging DSAR volumes implemented Firstsource's standardized control framework and automated system trawling. Manual indexing effort fell 80%, freeing capacity for higher-value compliance work.

$25M–$30M

cash flow optimization

A leading US reverse mortgage lender modernized its origination and servicing model with Firstsource Process intelligence. A seamless 90-day rebadge unlocked full file control, end-to-end visibility, significant cost efficiency and enhanced scalability.
INSIGHTS

Latest from the Firstsource team

Insights from the field, real operations, real outcomes, and perspectives from the people making it work in live operations.
From investigation to implementation: Why multiple representation has changed the motor finance redress equation
BLog

From investigation to implementation: Why multiple representation has changed the motor finance redress equation

Understand how multiple representation by claims management companies is changing the motor finance redress equation and what lenders must do now.
How motor finance leaders can navigate the £8bn redress challenge
BLog

How motor finance leaders can navigate the £8bn redress challenge

Motor finance leaders must act now. A practical guide to navigating the £8bn FCA redress challenge with speed, compliance, and operational precision.
Car finance lenders racing to find a solution amid spiralling commission complaints
BLog

Car finance lenders racing to find a solution amid spiralling commission complaints

Car finance lenders are navigating FCA commission complaints at scale. Explore strategies to manage redress obligations while maintaining business.
Digital collections drive $3M revenue and 20% cost savings for a global fintech
Case Study

Digital collections drive $3M revenue and 20% cost savings for a global fintech

Firstsource enabled $3M in revenue and 20% cost savings through a digital-first collections strategy for a global fintech firm.
Firstsource analytics transform CX for a top 10 US mortgage provider
Case Study

Firstsource analytics transform CX for a top 10 US mortgage provider

Firstsource identified and prioritized those areas of customer service that needed attention – most notably agent empathy and a disconnect between estimated and actual turnaround times.
Lender achieves 30% savings by moving mortgage processing offshore
Case Study

Lender achieves 30% savings by moving mortgage processing offshore

Explore the success story of a lender achieving significant savings through offshore mortgage processing, highlighting the efficiency gains and cost-effectiveness.
CONTACT US

The drag is structural. The fix is operational.

Tell us what's running manually. We'll show you what intelligence can absorb — and quantify it.
  • Firstsource deploys in weeks, not months — without disrupting live operations
  • Every engagement comes with committed outcomes, not just delivery milestones
  • Back-office intelligence that compounds — every exception handled makes the next one faster