Firstsource Solutions is a company that runs the back-office and customer-facing operations of some of the world’s largest banks, health insurers, and tech firms, but it does so by embedding AI directly into those workflows and guaranteeing the outcome, not just the headcount. Born in 2001 as a call-centre operator and now in its 25th year as part of the RP-Sanjiv Goenka Group, it has evolved from answering phones into what it calls an “intelligence partner” that designs, builds, and operates entire enterprise processes under one roof. The recurring approach is to encode decades of domain know-how into a proprietary AI platform called Kairos, then sell the result as a service with revenue tied to the performance it underwrites - a model it brands “Intelligence that operates”.
Business segments
Four engines serving the same global enterprises, each built on the same AI-and-outcomes model - a banking and financial-services pillar, a healthcare franchise that spans both payers and providers, a communications and tech practice, and a diversified unit anchored in UK retail and utilities.
1. Banking and Financial Services: the collections-to-mortgage backbone
A full-stack outsourcer for the lending and payments lifecycle, from onboarding a customer to collecting a debt, with an AI-governed collections engine that gets paid per interaction.
- Collects across the entire debt cycle - the company runs first-party, third-party, and legal collections under one roof, having added a nationwide US legal-collections network through the acquisition of ARSI and a UK agency through Pastdue Credit Solutions, so a creditor can hand off an account at any stage of delinquency.
- An AI collector, not a chatbot - its “governed autonomous collector” uses persona-based, empathy-first outreach that improved outcomes by 10%, and the company charges a platform fee plus a per-interaction price, which means higher performance drives greater volume allocation from clients.
- Sells to the card and banking giants - the client list includes 7 of the top 10 US credit-card issuers and 3 of the top 6 UK retail banks, and recent deal wins include a global fintech for customer-experience transformation and a leading US mortgage lender for support services.
2. Healthcare: the payer-provider double play
One of the few outsourcers that works for both health insurers and hospital systems, giving it an end-to-end view of the claims-and-revenue cycle, with a claims platform that hits 99.8% accuracy.
- Runs the payer back office - for Medicare Advantage plans and other health insurers, it handles claims operations, enrollment, billing, provider credentialing, and care coordination, and its Sympraxis platform has processed over 3 billion pages and 180 million claims data captures.
- Manages the hospital revenue cycle - on the provider side, it covers the full revenue-cycle-management chain from eligibility and prior authorization through medical coding, denial management, and patient collections, serving more than 200 US health systems.
- Bought its way into the middle of the cycle - the acquisitions of PatientMatters (front-end pre-authorization) and Quintessence (mid-office coding and denial management) stitched together an end-to-end RCM proposition, with Quintessence bringing five Indian delivery centres and proprietary AI coding platforms.
- Moving to a cloud subscription model - it is transitioning its healthcare solutions to the Firstsource Healthcare Cloud, a BPaaS (Business Process as a Service) offering that packages revenue-cycle and patient-financial services into a single cloud subscription, with payer solutions to follow.
3. Communications, Media and Technology: the AI-training and customer-ops engine
A practice built on running customer support and content operations for telecom and consumer-tech giants, now pivoting toward supplying the AI training data that those same tech firms need.
- Serves the biggest consumer-tech names - it counts 4 of the top 5 US consumer-tech companies as clients, providing AI/ML model training through data annotation (video, image, text) and human-in-the-loop validation, which is increasingly the demand driver in this vertical.
- Runs the telecom back office - for 4 of the top 5 UK telecom companies and 3 of the top 5 US telecom and media firms, it handles customer service, sales and retention, and tech operations, and it positions itself as a challenger disrupting the existing telecom-outsourcing ecosystem.
- Covers the full learner lifecycle in EdTech - from admissions to graduation, it provides student enrollment, learner support, content development, and trust-and-safety services, and has set up a dedicated global capability centre in Hyderabad for assessment operations and analytics.
- Reduced its single-client dependency - the top client’s share of CMT revenue has fallen from 80% to 70%, a deliberate diversification away from concentration risk in what was once a lopsided vertical.
4. Diversified Industries: the UK retail and utilities anchor
A fast-growing collection of sector-specific services anchored by the Ascensos acquisition, which brought deep relationships with British retail brands and a multilingual delivery footprint.
- Ascensos brought the retail roster - the September 2024 acquisition added close to 2,500 employees across the UK, South Africa, Romania, Trinidad and Tobago, and Turkey, supporting customer service in 11 languages for top UK retail brands with an average top-5-client tenure exceeding four years.
- Collects for utilities, too - it serves 4 of the top 6 UK energy providers with meter-to-cash operations, debt collections, and outage management, and achieved a 35% increase in average cash collection for utility clients.
- Cross-sells collections into new sectors - the Pastdue Credit Solutions acquisition strengthens its position in UK utilities and opens cross-sell opportunities to combine customer operations with collections for the same clients.
Technology platforms and AI capabilities
The company’s AI engine, Kairos, is the operating system underneath every vertical - it encodes 25 years of domain rules into guardrails and learning loops so that general-purpose AI can run regulated, high-stakes work with outcome accountability.
- Kairos makes AI auditable - it is a portable, composable platform that turns general-purpose AIs into systems that can operate inside a client’s own technology environment, across whatever agents and models the client chooses, with governance guardrails built in.
- relAI™ packages AI by industry - the suite includes HealthTech platforms that lift Medicaid conversion rates by 22% and reduce uncompensated care by 30-35%, FinTech platforms that cut mortgage operational costs by up to 50%, and CXTech platforms that reduce the cost to collect by up to 70%.
- Agentic AI Studio breaks work into tasks - it decomposes human jobs into specialized tasks orchestrated by role-based AI agents, while FirstSense AI captures real-time customer data to power personalized interactions.
- Partners with the hyperscalers - a strategic collaboration with Microsoft uses Azure OpenAI Service to power generative AI solutions, and partnerships with Celonis (process mining) and Uniphore (conversational automation) embed third-party AI into its delivery.
Group structure and partners
Firstsource is the publicly traded operating company inside the RP-Sanjiv Goenka Group, a US$5 billion Indian conglomerate, and it has assembled its capabilities through a string of acquisitions that filled specific gaps in collections, healthcare, and retail.
- Part of a diversified group - the RP-Sanjiv Goenka Group has an asset base of over US$8 billion, EBITDA of approximately US$930 million, and over 1.2 million shareholders, with interests spanning power, retail, education, sports, and IT-enabled services.
- Acquisitions built the vertical depth - key deals include PatientMatters (US hospital eligibility, 2020), The StoneHill Group (US mortgage quality control, 2021), ARSI (US legal collections, 2021), QBSS (India-based medical coding, 2024), Ascensos (UK retail BPM, 2024), Pastdue Credit Solutions (UK collections, 2025), and TeleMedik (Puerto Rico telehealth, 2026).
- Operates through a global subsidiary network - the company has direct and step-down subsidiaries across the US, UK, Mexico, South Africa, Romania, Trinidad and Tobago, Australia, Jamaica, Sri Lanka, Ireland, Colombia, Canada, and the UAE, with a new Middle East entity incorporated in Dubai in July 2025.