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Curvestone AI

Category: AI Agents

A Gen AI workflow automation platform designed for dependable, high-accuracy automation in document-heavy, regulated industries Curvestone AI was founded in 2022. The company is led by Dawid Robert Kotur. Based in London, United Kingdom. Team size: 20. Total funding raised: $4M. Latest round: Seed, $4.0M, 2025-12, led by MTech Capital. Key investors include MTech Capital, Boost Capital Partners, D2 Fund, Portfolio Ventures.

Founded
2022
Headquarters
London, United Kingdom
Team size
20
Total funding
$4M

Value proposition

To solve the 'compound error problem' in AI, where the accuracy of multi-step automated workflows degrades with each sequential task. Curvestone AI ensures consistent, auditable, and compliant high-accuracy results from start to finish, making automation reliable for regulated industries.

Products and solutions

Gen AI Workflow Platform: An enterprise-grade platform that allows firms to translate internal policies into auditable, automated workflows. It integrates with existing systems like CRMs, document management, and loan origination software. The platform includes pre-configured workflows for regulated industries and features modular, scalable architecture.

Unique value

Curvestone AI's primary unique factor is its focus on solving the 'compound error problem' for AI in regulated workflows. Unlike general-purpose AI tools that may have high accuracy on isolated tasks, Curvestone ensures that accuracy remains stable and reliable across multiple chained operations, which is critical for compliance and risk management.

Target customer

Teams in regulated professional services that handle complex, document-heavy, and compliance-critical workflows. This includes law firms, financial services institutions (like mortgage and wealth management firms), and insurance companies.

Industries served

Legal, Financial Services, Insurance

Technology advantage

The company's advantage lies in its specialized workflow automation platform that maintains performance and accuracy at every stage. The platform is built to be auditable and compliant, integrating with all major language models and existing enterprise systems. This allows for no-code configuration to adapt to evolving regulations, providing a significant advantage for firms in regulated sectors.

How they differentiate

Curvestone AI differentiates itself by focusing on providing reliable and auditable AI-powered workflow automation specifically for regulated industries like finance, legal, and insurance. Their proprietary 'proof-of-work' consensus mechanism is designed to eliminate the 'compound error' problem in complex, multi-step processes, ensuring high accuracy and dependability.

Main competitors

Casetext, Spotdraft, BRYTER

Key partnerships

Stephenson Harwood (Law Firm), Browne Jacobson (Law Firm), Walker Morris (Law Firm), Pivotal Growth (Mortgage and Protection Advice Provider), Google AI, Meta's Deep Tech Accelerator

Notable customers

Stephenson Harwood, Browne Jacobson, Walker Morris, Pivotal Growth

Major milestones

Secured $4 million in seed funding in December 2025, Reached profitability and significant revenue growth before raising external capital, Developed a proprietary 'proof-of-work' consensus mechanism for AI agents, Platform processes billions of tokens quarterly

Growth metrics

Reached profitability and grew revenue 7x in the 12 months prior to their seed funding. The platform processes billions of tokens quarterly.

Market positioning

Curvestone AI is positioned as a specialized provider of AI-driven workflow automation for regulated industries. They target a niche market with a high demand for accuracy, compliance, and auditability. Their focus on 'reliable automation' and solving the 'compound error' problem positions them as a premium and trustworthy solution for enterprises in their target sectors.

Geographic focus

Curvestone AI is headquartered in London, United Kingdom, and its initial focus appears to be on the UK market, with notable customers being UK-based law firms and financial service providers.

Patents and IP

No public information on patents or IP is available at this time.

About Dawid Robert Kotur

Previously led AI automation programs at PwC, Metro Bank, and GKN. Co-founded Curvestone AI with his brother Sebastian Kotur after running AI automation programs at major corporations.

Official website: