AI Alternative to ResourcePro for Insurance Operations

Insurance operations teams that have built workflows around ResourcePro — COI processing, endorsements, renewals, direct bill, assistant underwriting — are increasingly asking whether a staffing-at-scale model is the right foundation for the next decade of their business. The answer isn't that ResourcePro doesn't work. It's that the model it runs on is being structurally displaced by AI platforms that separate cost from headcount.

This is part of a series of articles about BPO Replacement.

What ResourcePro Does

ResourcePro is one of the largest insurance-focused BPO firms in the world. With more than 10,000 employees serving over 1,800 carriers, brokers, and MGAs, it has earned recognition as a Leader in the ISG Provider Lens™ 2024 Quadrant Report for P&C Insurance BPO Services — and a 96%+ client retention rate held for over a decade. Insurance is their only industry. Their services cover the full back-office stack: certificates of insurance, endorsements, renewals, policy checking, direct bill processing, assistant underwriting, and accounting support.

ResourcePro has invested in AI tooling — products like Policy Insights ExpressCheck™ and Direct Bill Complete apply AI to specific workflows — but the delivery model remains humans at the center: a global staffing operation where technology accelerates what people do rather than replacing the staffing layer itself.

For insurance organizations that need reliability, scale, and insurance-specific expertise, ResourcePro has been a defensible choice for a long time. The question being asked now is whether that choice still makes sense when the cost model is tied to headcount rather than outcomes.

The Structural Limit of Per-FTE Billing

ResourcePro's 96% retention record reflects genuine operational quality. The issue isn't execution — it's what the execution model costs as a function of volume, and what it structurally can't deliver regardless of team size.

Cost scales with volume, not with value. In a per-FTE staffing model, processing twice the COI volume costs roughly twice as much. An AI platform processes twice the volume at the same subscription cost. For insurance operations with seasonal surge (CAT events, renewal cycles, acquisition growth), that difference compounds. During slow periods, the staffing cost doesn't fall proportionally — billing continues against contracted capacity. During surge, additional capacity requires advance planning, hiring, and ramp time.

No field-level audit trail at any scale. ResourcePro's delivery produces workflow outputs — tasks completed, SLAs met, throughput reported. An AI document agent produces outputs with citations: every extracted field — policy number, coverage limit, effective date, exclusion clause — is linked to the exact location in the source document where it was read. For organizations with carrier audit requirements, state regulatory frameworks, or compliance infrastructure being built, the difference between "we processed it" and "here's the exact clause we read to generate this field" is a structural requirement, not a preference.

Data processed offshore at scale. ResourcePro's global workforce processes documents primarily offshore. For carriers and MGAs with data residency requirements or carrier agreements that restrict offshore handling of policyholder data, that remains a constraint regardless of how large or well-run the offshore operation is.

How They Compare

What Changes With a Pure AI Platform

The most significant shift isn't speed — it's the relationship between cost and volume. When processing 500 COIs and processing 5,000 COIs cost the same subscription rate, the economics of insurance operations change structurally. Decisions about which workflows to automate are no longer constrained by headcount planning. CAT event surge doesn't require a staffing conversation. Growth through acquisition doesn't require proportional BPO contract expansion.

The second shift is in what comes back. ResourcePro's delivery model is optimized for throughput and SLA compliance. An AI document platform is optimized for cited, traceable output — every data point sourced to the document it came from. For MGAs building compliance infrastructure, carriers responding to regulatory audits, or brokers who need to reconstruct what was read from which document, that's not a nice-to-have.

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How the Transition Works

ResourcePro's 96% retention rate reflects real switching costs: embedded SOPs, account teams, escalation paths, system integrations. The transition isn't a single event — it's a series of workflow-by-workflow decisions made at contract renewal.

1. Start with one standardized, high-volume workflow. COI processing and endorsements are the natural starting points — well-defined inputs and outputs, easy to run a parallel POC without disrupting the ResourcePro relationship or existing SLAs.
2. Compare on the right metrics. Turnaround time and accuracy matter, but the metrics that change the commercial decision are cost per document, audit trail depth, and CAT-period performance — not just whether the AI demo looks good.
3. Build the case for the next renewal. ResourcePro contracts have renewal cycles. A parallel POC on one workflow gives you the data to make a grounded commercial decision before the next renewal rather than defaulting to continuation because the alternative feels risky.

Most organizations replace one workflow at a time over one to two contract cycles. The goal is a data-driven decision at renewal, not an overnight disruption of an operation that's been running reliably for years.

How Kolena Works

Kolena is an AI document automation platform built for the insurance back-office workflows that carriers, brokers, and MGAs currently run through BPO teams. Rather than staffing a team to process your certificates, endorsements, renewals, and policy documents, Kolena deploys AI agents that read your documents, apply your specific rubric or extraction template, and return structured outputs — with every field cited to its exact location in the source document.

The platform handles any document format: PDFs, scans, emails, spreadsheets, images. It integrates directly with the AMS, CRM, and data systems your team already uses — Applied Epic, AMS360, Vertafore, and others — so output flows into existing workflows without re-entry. Every run produces a full audit trail: not just what was extracted, but the specific clause, line, or table in the source document that justified each data point.

For insurance operations currently running through ResourcePro, the practical transition point is whichever workflow has the highest volume and the most standardized document types — typically COI processing or endorsements. Setup for a focused workflow takes days. Kolena is SOC 2 Type II certified, processes data onshore, and never trains on customer data, satisfying the data residency and audit requirements that make offshore BPO models problematic for regulated insurers.