Yes — the AI alternative to Conduent is a document automation platform you deploy directly, rather than a large-scale managed BPO. Kolena uses AI agents to read insurance and banking documents and return structured data with field-level citations and a full audit trail, giving teams the document-processing outcomes Conduent delivers as software they control.
Conduent operates at enormous scale and has added its own AI, so this compares an enterprise managed-service model with a platform built for teams that want to own the workflow.
This is part of a series of articles about BPO Replacement.
What Conduent Does
Conduent, spun off from Xerox, is a large business-process-services company with roughly 53,000 associates serving insurance, banking, and government clients. It runs high-volume operations — disbursing about $85 billion in government payments a year and processing millions of transactions daily — and has deployed AI enhancements across document processing, customer experience, and fraud prevention on its proprietary platforms.
Its strength is scale and breadth. For a large insurer, bank, or public agency that needs a partner to run mission-critical, high-volume operations with deep compliance and continuity requirements, Conduent has the infrastructure and track record to deliver.
Where the Offshore Model Falls Short
The structural limits are those of a large managed service. Document automation is delivered through Conduent's operations and pricing, so you consume the AI rather than configuring it, and changes route through the vendor. Cost is tied to staffed capacity and volume, and enterprise engagements carry overhead that can dwarf the actual document problem for a mid-market buyer. Crucially, when extraction happens inside a managed pipeline, the link between each output value and its exact source location is often not preserved in a form your own auditors can independently trace.
How Kolena Compares
Kolena gives you the AI directly — you set the rubric, run the agents, and own the cited output. The market is moving this way: MIT's Project NANDA study (Aug 2025) found early enterprise AI is predominantly replacing outsourced, offshore work, with firms eliminating $2–10M in annual BPO spend, and HFS Research found three in four leaders expect to shift from staff-augmentation to AI-led delivery within two years. The consolidation is visible in the market itself — Capgemini acquired the BPO WNS for $3.3B in 2025 to build "Agentic AI-powered Intelligent Operations." In lending, one Kolena private-lending customer cut UCC filing review labor by 96%.
| Factor | Conduent | Kolena |
|---|---|---|
| Delivery model | Offshore or managed staffing billed per seat, FTE, or transaction | AI agents you configure once and run on demand |
| Typical turnaround | 2–5 business days per batch | Minutes to hours |
| Cost trajectory | Rises with headcount and India wage inflation (~9.5%/yr) | Software cost; flat as volume scales |
| AI approach | AI enhancements delivered inside large-scale managed operations | A native AI platform you deploy and control directly |
| Output consistency | Varies by analyst; non-voice BPO attrition runs 15–30% | The same rubric applied identically on every run |
| Source citations | Manual QC; source linking is limited or absent | Field-level citation to the exact location in each document |
| Data residency | Typically processed offshore | Onshore, SOC 2 Type II, no training on customer data |
| Ownership | Vendor owns the process and the people | You own the rubric, template, and full audit trail |
For insurance and banking workflows under regulatory scrutiny, the field-level citation is decisive: every value links to its source, so review is verification rather than trust.
Who Should Consider Switching
If you need to outsource enormous, mission-critical operations — payment disbursement, full claims units, government-scale programs — Conduent is built for that and an AI extraction tool is not a substitute. Switch to a platform when the real bottleneck is document throughput, when you want minutes-not-days turnaround, when you need an audit trail your team can trace independently, or when your volume doesn't justify an enterprise BPO engagement. The cleanest pattern is often to keep large operations where they are and bring document extraction onto AI you control.
How Kolena Works
Kolena is an AI document automation platform built for insurance and banking document workflows. Rather than staffing or outsourcing a team to read your documents, Kolena deploys AI agents that read your files, apply your specific rubric or extraction template, and return structured outputs — with every field cited to its exact location in the source document.
It reads policies, claims, loan files, statements, and correspondence in any format and pushes structured output into your policy admin, core banking, and data systems. Every run produces a full audit trail: not just what was extracted, but the specific clause, line, or figure that justified each data point. SOC 2 Type II certified, onshore processing, no training on customer data.
Where Conduent runs the operation for you, Kolena gives you a platform that extracts the same insurance and banking data in minutes, with a citation and audit trail behind every field.
