What Sprout.ai does

Sprout.ai is an AI-native insurance technology company headquartered in London with a regional hub in Tokyo, building a claims automation platform for insurance carriers, managing general agents (MGAs), and third-party administrators (TPAs). The company's purpose-built platform combines Computer Vision, Natural Language Processing, Large Language Models, and Machine Learning — all trained on a proprietary corpus of 7.5 million real insurance claims and policy documents accumulated over more than seven years — to automate document intake, policy coverage checking, fraud detection, coding and enrichment against external data sources, and final claim decisioning. The product is sold as a modular SaaS platform on annual subscriptions with quote-based enterprise pricing, complemented by professional services for implementation and integration; deployments are typically live within three months of contract signature and the platform integrates natively with the major claims management systems used by carriers, including Guidewire, Duck Creek, Majesco, Sapiens, Insurity, EIS, BriteCore, and DXC, with a Guidewire Marketplace listing launched in June 2026.

The company sells through an enterprise field-sales motion with personalized demos and a global go-to-market spanning the UK, continental Europe, the Americas (including Brazil), and Asia-Pacific. Named customers include MetLife (expanded to a global partnership in June 2025 following deployment in MetLife Chile), Scottish Widows (part of Lloyds Banking Group, signed May 2025), AXA, and AdvanceCare, with reported customer outcomes of up to 98% of routine claims processed within five minutes, over 67% straight-through processing, and 23% faster turnaround times. Sprout.ai has raised approximately $20 million in total funding, including an $11 million Series A led by Octopus Ventures in May 2021 and a £5.4 million round in October 2023, and holds ISO 27001 certification (recertified September 2025) alongside GDPR compliance. The business is privately held, was founded between 2018 and 2019 (sources differ), operates with 51–100 employees, and reports processing millions of claims annually across deployed customers.

Name

Sprout.ai

Legal name

Sprout.ai Limited

Website

https://sprout.ai

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

51–100 employees

Short description

Sprout.ai is an AI-native insurance technology company that builds a multi-model claims automation platform — combining computer vision, NLP, LLMs, and ML — for insurance carriers, MGAs, and TPAs globally.

Ownership category

akta.pro rank

Product category

Insurance Claims Automation Software

NAICS

Other Insurance Related Activities (52429), Claims Adjusting (524291), Agencies, Brokerages, and Other Insurance Related Activities (5242)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Claims Management & Digital FNOL Platforms (FSAGAGAC)

akta.pro secondary industries

Data, Analytics & AI for Insurance (Risk, Pricing, Personalization) (FSAGAGAE), Document, Workflow & Policy Servicing Automation (RPA/No-Code) (FSAGAGAK)

Keywords

• Insurance claims automation
• AI claims processing
• Insurtech software
• Policy coverage checking
• Insurance fraud detection

Headquarters

HQ city

London

HQ country

United Kingdom

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. AI Platform Licensing: SaaS-based AI insurance automation platform sold to insurers, MGAs, and TPAs on a subscription or usage basis. Platform includes claims processing automation, fraud detection, policy checking, and decision support modules.
2. Implementation Services: Professional services for platform implementation, integration with existing core insurance systems, and ongoing customer success support.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels6 records

Core offering

Sprout.ai provides an AI-powered insurance claims automation platform sold to insurers, managing general agents (MGAs), and third-party administrators (TPAs). The platform combines Computer Vision, NLP, LLMs, and machine learning trained on 7.5 million real insurance claims to automate document processing, policy coverage checking, fraud detection, and claims decisioning. Deployments go live in as little as three months and integrate with major core insurance systems including Guidewire, Duck Creek, Majesco, Sapiens, Insurity, EIS, BriteCore, and DXC.

Product overview

Sprout.ai is an AI-powered insurance automation platform with a modular architecture comprising five core modules: Document Processing (AI-OCR for converting unstructured documents to structured data), Coding & Enrichment (external data supplementation for 360-degree claim views), Policy Coverage Checking (automated policy compliance validation), Fraud Flagging (FWA detection), and Robust Decisioning (AI-assisted claim review with recommendations). The platform integrates with leading claims management systems (Guidewire, Duck Creek, Majesco, Sapiens, Insurity, EIS, BriteCore, DXC) and supports deployments across Health/Life/Disability, Motor/Auto, Home/Property, and Commercial insurance lines in UK, Europe, Americas, and Japan.

Differentiator

Problem solved

Functional benefit

Products and services

• AI Insurance Claims Automation Platform Modular AI platform sold to insurance carriers, MGAs and TPAs that automates document processing, policy coverage checking, fraud detection, coding & enrichment, and claims decisioning. Combines Computer Vision, NLP, LLMs and ML trained on 7.5 million real insurance claims.
• Document Processing Module AI-OCR module that converts very high volumes of unstructured inbound claim documents into clean, structured data. Handles 500+ document types including handwritten notes, damaged receipts and medical records.
• Coding & Enrichment Module

Quantifiable outcome

• Up to 98% of routine claims processed within 5 minutes
• +5 more outcomes

Named customers6 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration8 records

AI capability12 records

Feature8 records

Partnerships

Four partnerships are on record, tiered core and flagship.

• GuidewirecoreTechnology or Integration · 23 June 2026Sprout.ai launched its Guidewire ClaimCenter integration, now available on Guidewire Marketplace. The integration brings advanced policy checking and intelligence directly into claims handlers' workflows, enabling faster, data-driven, and auditable decisions at First Notice of Loss (FNOL). Enables insurers to accelerate claims handling, reduce costs, and improve Combined Operating Ratios.
• AdvanceCarecoreStrategic or Co-development Partner · 16 July 2025AdvanceCare selected Sprout.ai to improve insurance claims experience through innovative technology and approach. Collaboration achieved 60-second claim turnaround time, advancing digitalization and efficiency journey. Focus on time resolution and quality of service for customers.
• MetLifeflagshipStrategic or Co-development Partner · 25 June 2025Expanded partnership with MetLife to accelerate claims automation across global markets. MetLife Chile implementation delivered excellent results for customer experience. Partnership leverages Sprout.ai's AI technology to address real customer needs through innovative high-tech solutions.
• Scottish WidowscoreStrategic or Co-development Partner · 20 May 2025Scottish Widows (Lloyds Banking Group) partnered with Sprout.ai to speed up protection insurance claims and underwriting. Uses cutting-edge AI and NLP to free up claims handlers, allowing them to focus on delivering empathetic support to customers while improving claims and underwriting efficiency.

Scale indicators10 records

Recent moves11 records

Expansion highlights5 records

Direct peers

• Shift Technology: Shift Technology is a direct competitor providing AI-driven fraud detection and claims automation for global insurers. Both companies target the same enterprise insurer customer base with AI-powered claims decisioning solutions, making them the closest head-to-head competitor.
• Tractable: Tractable applies computer vision AI to auto and property insurance claims assessment. Like Sprout.ai, it targets large insurance carriers with AI claims automation, though with a stronger focus on visual damage estimation rather than full claims lifecycle automation.
• Roots Automation: Roots Automation provides AI-powered digital coworkers for insurance back-office processes including claims. Both companies sell AI co-workers/agents to insurance carriers and TPAs to automate claims workflows and unstructured document handling.
• CLARA Analytics: CLARA Analytics delivers AI claims analytics for workers' compensation and commercial insurance. Both companies focus on AI-driven claims optimization for enterprise insurers, with overlap in fraud detection, claims decisioning, and severity prediction.
• Snapsheet: Snapsheet provides claims management technology and appraisal services for auto and property insurers. Both companies target P&C insurers with technology to streamline claims operations and improve customer experience at FNOL and through the claims lifecycle.

Emerging players

• Cytora: Cytora applies AI to commercial insurance underwriting and risk processing. While more focused on underwriting than claims, both companies sell AI-enabled workflow automation to enterprise insurers and address similar document-heavy insurance processes.
• Planck: Planck provides an AI-powered data platform for commercial insurance underwriting and risk assessment. Like Sprout.ai, it uses NLP and AI to extract and structure unstructured insurance data, but focuses on underwriting rather than claims processing.

Broad incumbents

• CCC Intelligent Solutions: CCC Intelligent Solutions is a major insurance technology provider for the auto insurance ecosystem. It overlaps with Sprout.ai in auto claims workflows and is increasingly embedding AI capabilities, representing a broader incumbent that competes for the same carrier IT budgets.
• Guidewire Software: Guidewire is a core insurance platform vendor and Sprout.ai's most important integration partner. While currently a partner, Guidewire is also embedding AI capabilities into its ClaimCenter product and represents both a distribution channel and a potential competitive threat.

Others

• ICEYE: ICEYE provides satellite-based flood and catastrophe data for the insurance industry. While not a direct competitor, it represents the broader ecosystem of AI/tech vendors serving insurance carriers and is often part of complementary claims intelligence stacks.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/sproutai/%20

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles10 records

Funding overview

Funding rounds10 records

Investors11 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Sprout.ai