# Curvestone

Curvestone is a UK-based AI compliance automation platform for regulated lending — mortgage networks, lenders, brokers, motor finance, and legal services. The platform analyses case files, applies compliance policy, and provides auditable results at scale.

## Key pages
- [Home](https://www.curvestone.io/): Curvestone overview, product, customers
- [Platform](https://www.curvestone.io/platform): How the platform works
- [Products](https://www.curvestone.io/products): Compliance Checker, Document Intelligence, Pre-Underwriting Review
- [Solutions](https://www.curvestone.io/solutions): Vertical-specific deployments (mortgage lending, networks, motor finance, legal)
- [Customers](https://www.curvestone.io/customers): Live customer references
- [Security](https://www.curvestone.io/security): ISO 27001, UK/EEA data residency, zero data retention, CREST-certified pen testing
- [Demo](https://www.curvestone.io/demo): Book a demo

## Blog posts
- [The AI trust gap is mislabelled. It's an evidence problem.](https://www.curvestone.io/blog/ai-trust-gap-is-an-evidence-problem) — The AI trust gap in financial services is the distance between what an AI system can do and what a firm can prove it did to a regulator. Few doubt the model can read the file. What they cannot do is prove why it flagged what it did. Trust is not a feeling, it is an evidence trail. [cluster: FCA compliance]
- [AI's real job in wealth management is compliance, not advice](https://www.curvestone.io/blog/ai-real-job-in-wealth-is-compliance) — In wealth management, AI's most transformational use is compliance, not adviser productivity. Compliance has always run on sampling, reviewing two or five percent of files because that is all human bandwidth allowed. AI lets a firm check every case against its own criteria, changing the statistical basis of the control itself. [cluster: FCA compliance]
- [Curvestone and OMS: compliance checking for every mortgage case](https://www.curvestone.io/blog/compliance-inside-the-case-journey) — The OMS Curvestone integration checks every mortgage case submitted in OMS for completeness, consistency and compliance, flagging issues to the firm's case checker inside the existing case journey. That deployment model is the point: coverage only reaches 100% when the check runs inside the workflow, not in a separate portal. [cluster: FCA compliance]
- [Consumer Duty board reports: the 12-cell evidence grid](https://www.curvestone.io/blog/consumer-duty-board-report) — A Consumer Duty board report is the assessment a firm's board must review and approve at least annually, evidencing the outcomes retail customers received across the four outcomes and three cross-cutting rules. The FCA's 2026 observations show most reports evidence too few of the twelve outcome-by-rule cells the Duty requires. [cluster: FCA compliance]
- [Consumer Duty cross-cutting rules](https://www.curvestone.io/blog/consumer-duty-cross-cutting-rules) — The Consumer Duty cross-cutting rules are three FCA Principle 12 standards that every regulated firm must evidence: act in good faith, avoid foreseeable harm, and enable customers to pursue their financial objectives. And sampling 2% of files no longer evidences them. A 98% blind spot is not evidence. [cluster: FCA compliance]
- [Loan origination software for UK lenders: the 2026 buyer's reference](https://www.curvestone.io/blog/loan-origination-software) — Loan origination software is the technology platform UK lenders use to automate the workflow from loan application through underwriting decision, integrating data capture, validation, decisioning, and compliance review across the case lifecycle. Most implementations treat compliance as configuration. In 2026, the compliance layer at origination is where buying decisions increasingly pivot. [cluster: Lender operations]
- [Consumer Duty: why evidencing good outcomes never stops being the job](https://www.curvestone.io/blog/consumer-duty) — The Consumer Duty is a Financial Conduct Authority standard, in force since 31 July 2023, requiring UK financial services firms to act to deliver good outcomes for retail customers. It is not a finished 2023 project: it is a permanent obligation to evidence good outcomes on every case, which most firms cannot yet prove. [cluster: FCA compliance]
- [Document verification in regulated lending: three concentric layers](https://www.curvestone.io/blog/document-verification) — Document verification in regulated financial services is the process of confirming that a customer's submitted documents are present, valid, and consistent with the customer's stated position across the case file. Most vendors handle the first two layers; the third, consistency, is where the compliance bar sits. [cluster: Case packaging]
- [The agentic advantage: why regulated firms are built to win with AI](https://www.curvestone.io/blog/agentic-ai-security) — Agentic AI security is governing what an autonomous agent does on a live case, not just what it says: bounding its authority, forcing escalation, and keeping every action reversible and audited. Regulated firms already run that discipline every day. Partner with AI built to that spec and the agentic era is an advantage, not a threat. [cluster: AI in financial services]
- [Real-time compliance monitoring: why sampled audits are too late](https://www.curvestone.io/blog/real-time-compliance-monitoring) — Real-time compliance monitoring checks every case as it moves through the workflow, gating decisions before completion, rather than sampling files for review after the deal has closed. Periodic audits don't reduce risk; they document it once the loss is locked in, the customer has the product, and the breach is already on your books. [cluster: Mortgage networks]
- [AI in mortgage compliance: oversight first, speed follows](https://www.curvestone.io/blog/ai-in-mortgage-compliance) — AI in mortgage compliance is the use of artificial intelligence to check mortgage case files against regulatory rules, flagging issues for a human to approve before the lender decides. Lenders are racing to put AI into underwriting for speed, but brokers named compliance checking the bigger prize: unsupervised, unauditable AI just reaches the wrong answer quicker. [cluster: FCA compliance]
- [How to prepare for an FCA Consumer Duty audit](https://www.curvestone.io/blog/how-to-prepare-for-an-fca-consumer-duty-audit) — An FCA Consumer Duty audit is the annual board-attestation cycle in which UK regulated firms must evidence good customer outcomes against the four outcomes and three cross-cutting rules of the Duty. The next Year-2 board report is due 31 July 2026, and the FCA's April 2026 observations require substantive evidence across all four outcomes. [cluster: FCA compliance]
- [How many Consumer Duty cross-cutting rules are there?](https://www.curvestone.io/blog/how-many-cross-cutting-rules-are-there) — There are three Consumer Duty cross-cutting rules: act in good faith toward retail customers, avoid causing foreseeable harm to retail customers, and enable retail customers to pursue their financial objectives. The rules are set out in PRIN 2A.2 of the FCA Handbook and apply under Principle 12. [cluster: FCA compliance]
- [Curvestone AI Sponsors the Credit Strategy Parliamentary Reception 2026](https://www.curvestone.io/blog/credit-strategy-parliamentary-reception-2026) — Curvestone AI sponsored the Credit Strategy Parliamentary Reception at the House of Commons — an invite-only gathering of 200 leaders across credit and financial services, alongside the policymakers shaping the regulatory landscape.
- [Curvestone Ranked #16 on the Sifted 100: UK & Ireland 2026](https://www.curvestone.io/blog/sifted-100-uk-ireland-2026) — We've been named the 16th fastest-growing startup in the UK and Ireland on the 2026 Sifted 100 leaderboard — the annual ranking by revenue growth, verified against filed accounts.
- [We're Sponsoring  MoneyLIVE Summit 2026](https://www.curvestone.io/blog/curvestone-sponsoring-moneylive-summit-2026) — Curvestone AI is proud to be sponsoring MoneyLIVE Summit 2026. Find us at Stand S27 in Startup City, and catch Nasos Papadopoulos on stage at 15:25.
- [The network compliance challenge: managing adviser quality at scale](https://www.curvestone.io/blog/the-network-compliance-challenge-managing-adviser-quality-at-scale) — Mortgage networks are accountable for the advice given by hundreds or thousands of appointed representatives. Here is how leading networks are solving the adviser oversight problem.
- [AI in compliance: why explainability is not optional](https://www.curvestone.io/blog/ai-in-compliance-why-explainability-is-not-optional) — Regulated firms adopting AI for compliance decisions face a non-negotiable requirement: every AI output must be explainable to both internal reviewers and, if necessary, the regulator.
- [MCOB suitability: the seven things advisers consistently get wrong](https://www.curvestone.io/blog/mcob-suitability-seven-things-advisers-get-wrong) — MCOB suitability requirements are well understood in theory. In practice, the same errors appear in case files across networks and lenders. Here is what compliance teams should be checking.
- [How to prepare for an FCA supervisory visit in 2026](https://www.curvestone.io/blog/how-to-prepare-for-an-fca-supervisory-visit-2026) — FCA supervisory visits are increasing in frequency and depth. Here is what compliance teams should have ready — and where firms are being caught out.
- [Curvestone AI Raises $4M to Bring Reliable AI Automation to Regulated Industries](https://www.curvestone.io/blog/series-seed) — Curvestone AI has raised $4M to bring reliable, high-accuracy AI automation to financial services, legal, and insurance teams — solving the “compound error problem” that has held back real-world AI adoption in regulated industries.
- [Curvestone AI to Power Automated Compliance Reviews for The White Rose Finance Group](https://www.curvestone.io/blog/curvestone-ai-to-power-automated-compliance-reviews-for-the-white-rose-finance-group) — Curvestone AI partners with The White Rose Finance Group to automate compliance reviews, ensuring faster, more reliable, and scalable oversight in the commercial-finance sector.
- [Pivotal Partners with Curvestone AI to Deliver Near-Instant Mortgage Compliance Reviews](https://www.curvestone.io/blog/pivotal-partners-with-curvestone-ai-to-deliver-near-instant-mortgage-compliance-reviews) — Pivotal Growth partners with Curvestone AI to automate mortgage compliance reviews, enhancing accuracy, reducing workload, and ensuring real-time suitability checks. Discover the future of compliance.
- [Consumer Duty one year on: what mortgage firms are still getting wrong](https://www.curvestone.io/blog/consumer-duty-one-year-on-what-mortgage-firms-are-still-getting-wrong) — The FCA's Consumer Duty has been in force for over a year. Supervisory visits are revealing the same gaps across mortgage networks and lenders. Here is what good looks like.
- [How AI is transforming FCA compliance for mortgage networks](https://www.curvestone.io/blog/how-ai-is-transforming-fca-compliance-for-mortgage-networks) — Mortgage networks are under more compliance pressure than ever. Here is how forward-thinking firms are using AI to review 100% of case files without adding headcount.
- [The hidden cost of manual financial promotions review](https://www.curvestone.io/blog/the-hidden-cost-of-manual-financial-promotions-review) — Every piece of customer-facing marketing needs FCA sign-off. Most firms still do this manually — and the delays, inconsistencies, and near-misses are costing them more than they realise.
- [Why mortgage case files still fail compliance (and how to fix it)](https://www.curvestone.io/blog/why-mortgage-case-files-still-fail-compliance) — Most compliance failures in mortgage case files come down to the same handful of problems. Here is what they are and how AI document intelligence is eliminating them.
- [Motor finance and the FCA: what lenders need to know in 2025](https://www.curvestone.io/blog/motor-finance-and-the-fca-what-lenders-need-to-know) — Following the Court of Appeal ruling on discretionary commission arrangements, motor finance lenders face significant compliance and redress risk. Here is what robust compliance infrastructure looks like.
- [The Art of Asking Questions](https://www.curvestone.io/blog/the-art-of-asking-questions) — Master 13 practical tips to ask better questions and unlock the full potential of your AI interactions.
- [Is this the end of the Billable Hour?](https://www.curvestone.io/blog/is-this-the-end-of-the-billable-hour) — Can the billable hour survive the transition to AI, and, more importantly, should it?
- [16 key questions to ask AI vendors](https://www.curvestone.io/blog/16-key-questions-to-ask-ai-vendors) — Discover the key questions to ask AI vendors when choosing a partner for generative AI solutions. Learn about security, flexibility, future-proofing, competitive edge, affordability, and more.
- [Curvestone’s Approach to LLM Benchmarking](https://www.curvestone.io/blog/curvestones-approach-to-llm-benchmarking) — Discover Curvestone’s method for benchmarking LLMs to help law firms choose the best AI models, enhancing efficiency, client service, and compliance.
- [Follow the money: where to focus your law firm’s AI efforts](https://www.curvestone.io/blog/follow-the-money-where-to-focus-your-law-firms-ai-efforts) — Discover how law firms can strategically leverage AI to win new business and stay ahead of the competition. Learn key insights on where to focus AI efforts and how to maximise client value.
- [How law firms can stand out to clients now that AI is here](https://www.curvestone.io/blog/how-law-firms-can-stand-out-to-clients-now-that-ai-is-here) — Discover how law firms can leverage AI to stand out to clients in a changing industry landscape. Learn about the opportunities, challenges, and strategies for success.
- [How (much) should your law firm use AI?](https://www.curvestone.io/blog/how-much-should-your-law-firm-use-ai) — Explore AI's role in law firms: from AI assistants and augmentation to full automation, find the right balance for your firm's needs and future.
- [Knowledge bots could transform legal case work: here’s how](https://www.curvestone.io/blog/knowledge-bots-could-transform-legal-case-work-heres-how) — Learn how knowledge bots can revolutionise legal case work by automating processes, retrieving information quickly, and enhancing client interactions in the legal sector.
- [Navigating the AI Landscape: A Guide for Law Firms](https://www.curvestone.io/blog/navigating-the-ai-landscape-a-guide-for-law-firms) — Explore the strategic considerations for law firms navigating the AI landscape, from building custom solutions to leveraging off-the-shelf AI technologies for enhanced productivity and innovation.
- [Report: The Future of Generative AI & Legal Work](https://www.curvestone.io/blog/report-the-future-of-generative-ai-legal-work) — Explore the transformative impact of Generative AI on the legal sector in our comprehensive report. Discover how AI technologies are reshaping legal practice for efficiency and innovation.
- [Should you trust generative AI to support your legal work?](https://www.curvestone.io/blog/should-you-trust-generative-ai-to-support-your-legal-work) — Discover the potential of generative AI in legal work and how to trust it for drafting legal documents. Learn about key features and safeguards for reliable and secure AI integration.
- [The power of natural language document search in law](https://www.curvestone.io/blog/the-power-of-natural-language-document-search-in-law) — Discover how natural language search using generative AI revolutionises legal research. Enhance productivity, access relevant information, and streamline processes with WorkflowGPT.
- [What is a Legal AI Assistant?](https://www.curvestone.io/blog/what-is-a-legal-ai-assistant) — Explore the benefits of legal AI Assistants and how they can enhance productivity for law firms and legal teams. Learn about key features to look for and how they provide a competitive advantage.