EvolutionIQ Tech Stack

AI-guided claims platform for disability and workers' compensation

Software Development New York, New York 51–200 employees Founded 2019 Privately Held

EvolutionIQ builds explainable AI tools that guide claims professionals toward better outcomes in disability and workers' compensation. The stack is ML-forward (scikit-learn, Keras, PyTorch, Vertex AI on GCP) paired with modern data infrastructure (Dagster, BigQuery, Spark), and the project roadmap signals a major shift: transitioning from batch data pipelines to event-driven agentic systems while launching into auto casualty claims. Leadership hiring (3 directors, 3 senior roles) across product and engineering reflects scaling the AI platform and expanding product scope.

Tech Stack 36 technologies

Core StackReact Node.js Python Okta PostgreSQL Salesforce Zendesk scikit-learn PyTorch Pandas Dagster BigQuery Vertex AI Terraform Apache Spark Kubernetes Docker Helm ArgoCD Prometheus Grafana RAG Tableau Power BI Looker Keras Jupyter GCP Statsmodels LinkedIn Recruiter+5 more

What EvolutionIQ Is Building

◆Challenges

Inaccurate claims handling
Inefficient claims processing
Lack of ai-first solutions
Streamlining validation operations
Reducing client support overhead
Deployment and change management challenges
Scaling to support massive growth
Scaling infrastructure for unstructured documents
Transitioning from traditional data pipelines
Complex technical bottlenecks

▲Active Projects

Ai-first product for auto casualty claims
New product area in auto casualty claims
Data onboarding and transfer for client implementations
Scalable data onboarding and data health solutions
Client data architecture design and maintenance
Transition from traditional data pipelines to event-driven agentic systems
Accelerate sdlc with ai and agentic tools
Build generalized high-utility tools for platform team
Contract template improvement
Negotiation playbook development

Hiring Activity

Accelerating10 roles · 10 in 30d

Department

Product

Engineering

Data

Legal

Support

Seniority

Director

Senior

Manager

Mid

Principal

Notable leadership hires: Product Director

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About EvolutionIQ

EvolutionIQ is an AI claims guidance platform owned by CCC Intelligent Solutions, operating across group disability, individual disability, and workers' compensation markets. The company employs over 200 staff distributed across the United States, Europe, and Australia. The core product delivers explainable AI recommendations and Next Best Action guidance to claims professionals, aiming to improve outcomes for claimants, carriers, and end customers. Active infrastructure work includes data onboarding systems, event-driven architecture migration, and tooling to accelerate internal SDLC with AI.

HeadquartersNew York, New York

Company Size51–200 employees

Founded2019

Hiring MarketsUnited States

Frequently Asked Questions

What technology stack does EvolutionIQ use?

React and Node.js for frontend; Python, scikit-learn, Keras, and PyTorch for ML; PostgreSQL and BigQuery for data; GCP infrastructure with Kubernetes, Terraform, and ArgoCD for orchestration; Dagster and Spark for data pipelines; Salesforce and Zendesk for operations.

What is EvolutionIQ working on?

Launching an AI-first product for auto casualty claims; migrating from traditional batch pipelines to event-driven agentic systems; building scalable data onboarding and validation solutions; and developing AI-powered tools to accelerate internal SDLC.

How this profile is built

EvolutionIQ's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.