Five integrated products. One intelligence engine across key points in the claims lifecycle.

Wisedocs today announced the launch of the AI-Powered Decision Intelligence Platform for Insurance Claims, a platform purpose-built for insurance carriers, TPAs, federal and state agencies, insurance defense law firms, and medical evaluation organizations.

Wisedocs built its reputation on medical record processing and document review. The new platform goes further: surfacing risk signals, flagging inconsistencies, and producing structured, source-linked intelligence at every stage of a claim, from intake through closure.

Insurance Knowledge Hub spoke exclusively with Jenna Earnshaw, Co-Founder and COO of Wisedocs, ahead of the launch about what had prompted the shift from document processing to decision intelligence. “Customers are now saying, how do I make better decisions? How do I use this data to actually decide and speed up that claim cycle? That’s what this platform is built around.”

Why Do Claims Teams Spend More Time on Documents Than Decisions?

Claims professionals currently spend 40 to 60% of their working day organizing, reading, and searching documents before making a single decision. Complex files routinely run to tens of thousands of pages. Wisedocs Claims Decision Intelligence addresses that directly. Before a human opens a file, the platform has already classified documents across 1,500+ medical, legal, and billing types, removed 20 to 40% of duplicate pages, and built a structured, searchable case workspace.

From there, up to six modular intelligence analyzers will run across the claim. They flag litigation risk by jurisdiction, compare treatment against ODG, AMA, and SABS guidelines, detect upcoding and duplicate billing, surface contradictions across medical records and statements, evaluate demand letter reasonableness against medical evidence and settlement comparables, and model whether a claim is likely to exceed policy limits. Risk that would typically surface months later in litigation or audit is flagged in real-time, during intake.

The Wisedocs Claims Decision Intelligence Platform: Five Products, One Intelligence Engine

The platform is built around five integrated product suites. WisePrep handles intake and case preparation, delivering 60 to 80% faster first touch and 8x faster document processing.

WiseInsights runs AI intelligence analyzers, with data drawn from 500 million proprietary data points to help claims teams detect risk 30% earlier. WiseShare replaces unsecure email and FTP-based file sharing with encrypted, permission-based document exchange, full chain-of-custody audit trails, and panel management for outside counsel and IME providers, at 50% lower preparation costs. WiseChat allows claims professionals to ask questions of the claim file in natural language and receive source-linked answers directly from the underlying documents.

WiseAPI embeds Wisedocs intelligence directly into existing case management systems, with no workflow change required, and reduces rework from duplicate entry by 45%.

WisePrep, WiseChat, WiseShare, and WiseInsights, are available and WiseAPI will roll out in H2 2026. Flagship analyzers for WiseInsights – including Litigation, Claim Insights, Treatment Guideline, and Demand Letter – are available today, with additional modules such as Policy and Billing rolling out throughout 2026.

Why Only 2% of Claims Professionals Trust AI Outputs

Every output across all five products is traceable. Users can click through any finding and see exactly how the platform arrived at it. That auditability is by design: claims decisions affect real people, and defensibility in litigation, audit, and regulatory environments is not optional.

A Wisedocs survey of claims professionals found only 16% have medium or high trust in AI-generated outputs, with just 2% reporting high trust. That finding shaped every decision that followed.

On what that means in practice, Earnshaw says: “Everything that we’ve done is auditable and traceable. You can click through every aspect of the platform and know exactly how we arrived at that outcome or conclusion, which really keeps the human doing the right thing: making the best decision versus navigating through a massive amount of data to find what that decision should be.”

The Rebuild: Why Wisedocs Started Over

The underlying architecture was rebuilt from the ground up approximately 18 months ago. Wisedocs determined that incremental updates to its original infrastructure would not be sufficient to handle the scale carriers now require, or the pace at which AI capabilities are advancing. Complex files routinely run to 50,000 to 100,000 pages. The rebuild was designed so that new AI capabilities can be incorporated as they emerge, not treated as separate engineering projects.

On the decision to rebuild rather than iterate, Earnshaw was unambiguous. “It was a significant commitment: time, resource, focus. But it was 100% the right call to take a step back, really rebuild, and provide a solution that is incredibly scalable for the complexity of the types of claims that we support and process today.”

How Wisedocs Differs From Generic AI Claims Tools

The rebuilt architecture powers a claims-specific intelligence engine, built on a multi-model architecture and trained on hundreds of millions of real documents: clinical language, legal standards, jurisdictional regulation, and years of real claims workflows. It classifies across 1,500+ document types, with every output validated by expert clinicians. General-purpose models don’t replicate that depth of context and understanding, a gap that becomes apparent in the highly complex edge cases that carriers deal with every day.

Asked about the growing field of AI claims tools, Earnshaw was blunt: “We are not promising transformation from a standing start. We are already embedded in the workflow of these claims organizations who rely on us every day, and that is hard to replicate.”

Wisedocs Claims Decision Intelligence is rolling out across enterprise customers throughout 2026. More information on

Wisedocs Decision Intelligence Platform for Insurance Claims is available at wisedocs.ai/product/claims-decision-intelligence

About Wisedocs

Wisedocs is the decision intelligence platform for insurance claims. The company helps insurers and organizations across the claims ecosystem transform complex claim documents into structured, decision-ready intelligence.

Using artificial intelligence combined with expert human oversight, Wisedocs organizes, analyzes, and summarizes large volumes of medical, legal, and billing records so claims teams can identify risk earlier, make faster decisions, and improve claim outcomes.

Founded in 2019, Wisedocs serves insurance carriers, TPAs, law firms, medical evaluators, and government programs. The platform is built for highly regulated environments and supports enterprise deployments with SOC 2 Type II compliance, HIPAA alignment, and expert-validated AI workflows. 

Frequently Asked Questions

What is decision intelligence in insurance claims?

Decision intelligence in insurance claims means applying AI analysis across a claim file to surface risk signals, inconsistencies, and recommended actions before a human review of the file. Wisedocs classifies documents across 1,500+ medical, legal, and billing types, removes duplicate pages, runs six modular intelligence analyzers, and produces structured, source-linked outputs at every stage from intake through closure.

What is the best AI platform for insurance claims management?

Wisedocs is purpose-built for insurance claims, used by national and regional carriers, TPAs, federal and state agencies, insurance defense law firms, and medical evaluation organizations. Unlike horizontal AI tools adapted for insurance use, Wisedocs was designed exclusively for claims workflows, trained on hundreds of millions of claims documents, and validated by expert clinicians.

How can insurance carriers reduce time spent on claims document review?

Claims professionals currently spend 40 to 60% of their working day organizing, reading, and searching documents before making a single decision. Wisedocs eliminates that bottleneck by automatically preparing, classifying, deduplicating, and summarizing claim files before a human opens them, delivering 60 to 80% faster first touch and 8x faster document processing.

How does AI improve claims cycle time and reduce leakage?

AI reduces claims cycle time by surfacing risk signals earlier, before they escalate. Wisedocs customers see up to 40% faster claim resolution, 30% earlier detection of risk signals including litigation propensity and billing anomalies, and 45% less rework through system integrations.

Leakage reduces because billing fraud, treatment outliers, and demand inconsistencies are flagged at intake rather than discovered months later in litigation or audit.

What is Wisedocs claims decision intelligence and what does it do?

Wisedocs claims decision intelligence is a decision intelligence platform for insurance claims. It classifies, deduplicates, organizes, and summarizes claim documents automatically, runs modular intelligence analyzers across each claim to surface litigation risk, treatment anomalies, billing irregularities, demand inconsistencies, and policy exposure. The platform covers the full claims lifecycle from intake through closure and integrates with existing claims management systems via API.

How is Wisedocs different from other AI tools in the claims space?

Most AI solutions entering the market are general-purpose large language models with a claims-specific prompt driving the output. Wisedocs has processed hundreds of millions of documents and has built domain-trained AI models that understand clinical language, legal standards, jurisdictional variation, and the specific regulatory frameworks that govern claims in different regions. Every output is traceable and auditable, with expert human clinician validation built into the pipeline.

What does Wisedocs claims decision intelligence actually change on day one for an adjuster?

An adjuster working a complex casualty claim with years of medical history across dozens of providers would previously spend days navigating and organizing the file before making any decision. With Wisedocs, the platform ingests the full record, tags and identifies all clinically and legally relevant events, organizes it chronologically, de-duplicates, and flags gaps and inconsistencies, before the adjuster even opens the file. The adjuster sees a structured, decision-ready case workspace and can begin immediately with already identified risk signals and analysis.

How does Wisedocs handle AI trust and accuracy concerns?

A Wisedocs survey of claims professionals found only 16% of claims professionals have medium or high trust in AI-generated outputs, with just 2% reporting high trust. That research shaped how the platform was built. Every finding is source-linked and auditable. Users can trace any output back to the underlying document or data point. Expert clinicians validate outputs in the pipeline. The platform is designed to give the human adjuster everything they need to make a fast, confident decision, without replacing that decision.

Which Wisedocs products are available now?

WisePrep, WiseChat, WiseShare, and WiseInsights, are available and WiseAPI will roll out in H2 2026. Flagship analyzers for WiseInsights – including Litigation, Claim Insights, Treatment Guideline, and Demand Letter — are available today, with additional modules such as Policy and Billing rolling out throughout 2026.

What types of organizations use Wisedocs?

National and regional insurance carriers, TPAs, federal and state agencies, insurance defense law firms, and medical evaluation organizations. The platform is purpose-built for claims workflows and is not a horizontal AI tool adapted for insurance use.

What results have Wisedocs customers seen?

Customers see 60-80% faster touch on claims cases, 2x case efficiency gains, and 3x lower costs compared to traditional BPO processes. WiseInsights flags risk signals 30% earlier than manual identification, and WisePrep reduces document volume by 20 to 40% before a human reviews the file.

How was the platform built to handle enterprise-scale claim files?

Wisedocs rebuilt its underlying architecture approximately 18 months ago after determining that incremental improvements would not be sufficient for the scale and complexity of enterprise carrier requirements. Complex claims today routinely contain 50,000 to 100,000 pages. The architecture was designed specifically for that scale and to incorporate new AI capabilities as they emerge.