Westlaw, Reuters, Checkpoint, CoCounsel: one company quietly sits behind the research a lawyer cites in court and the tax return your accountant files. Here is how a 175-year-old news wire became an AI software business.
Sphera sells the software behind decisions most people never see: whether a factory job is safe, a chemical is compliant, a supplier is fragile, or a product's carbon claim can survive an audit. Its bet is that those answers become more useful when they live in one system.
FTI Consulting built a $3.8 billion business by showing up when the spreadsheet, the courtroom and the evening news all collide. Its advantage is not one famous framework - it is a bench of specialists who can move from evidence to economics to reputation without changing firms.

From a high-school tungsten study to the quality desk of a global drugmaker, Christopher Leonor’s career is a study in the quiet systems that make pharmaceutical supply chains work.
The letters your bank sends were probably built by a company you have never heard of. DataOceans wants to make sure you can actually read them - and pay online while you are at it.
Affil.ai is an AI-powered compliance and monitoring platform for financial affiliate marketing. It automatically reads the blogs, comparison sites and partner pages where affiliates promote a company's products, flags regulatory violations across thousands of pages, and turns each issue into a trackable ticket - letting banks, fintechs and other regulated brands scale affiliate programs without drowning in manual review. Founded in 2024 by John Ta, Vivek Olumbe and Vishal Vinjapuri, the company went through Y Combinator's Summer 2024 batch and has raised about $500K.
Kastle is a San Francisco startup building AI voice and messaging agents purpose-built for consumer lending, starting with mortgage servicing. Its agents answer borrower calls, take payments, chase delinquent accounts, qualify loan inquiries and score every interaction against lending regulations like FDCPA, TILA and RESPA. Founded in 2024 by Rishi Choudhary and Nitish Poddar and backed by Y Combinator (S24), Kastle plugs into existing systems of record such as ICE MSP and works with large mortgage servicers, including Carrington Mortgage Services.
ValueMate is a Y Combinator (X25) startup rebuilding the residential real estate appraisal stack around AI. Its smartphone app uses LiDAR to capture a property in a roughly three-to-five minute walkthrough, generating a 3D model, 2D floor plans and a near-final, regulator-ready appraisal report that complies with the new UAD 3.6 and ANSI standards. The company says it makes appraisers about 80% more efficient, cutting turnaround from days or weeks to hours, and also runs its own in-house appraisal firm, VM Appraisals.
Hukumonline is Indonesia's most established legal technology and regulatory-technology company. Founded in 2000 by a group of leading legal practitioners at the start of the country's reform era, it began as an online portal for legal news and grew into the archipelago's largest integrated database of laws, regulations and court decisions. Today it pairs that database with subscription products, expert-verified regulatory content, bilingual translations, a flagship AI-based Regulatory Compliance System, and Ask Hukumonline - billed as Indonesia's first generative-AI tool for legal research - serving corporations, law firms, government bodies and legal professionals.
RDC.AI (formerly Rich Data Co) is a Sydney-founded software company that builds an explainable AI decisioning platform for business and commercial lenders. Its cloud-native platform ingests transactional and alternative data to help banks originate, assess, monitor and manage loans faster and more transparently, producing a reason code for every decision so lenders can satisfy fair-lending and regulatory obligations. Backed by Westpac, nCino and Acorn Capital through a A$37m Series B, RDC.AI counts institutions such as M&T Bank, Westpac and BNZ among its customers and is expanding into North America.
SettleMint is a Belgium-founded blockchain-platform-as-a-service company that helps banks, governments and large enterprises build, deploy and operate blockchain and tokenization applications without assembling infrastructure from scratch. Its Digital Asset Lifecycle Platform combines multi-chain infrastructure, smart-contract tooling, middleware and low-code application kits so teams can move from pilot to production across issuance, compliance, custody, settlement and servicing. Founded in 2016 by Matthew Van Niekerk and Roderik van der Veer, the company serves over 80 customers worldwide and powers national-scale deployments including Saudi Arabia's real-estate registration blockchain.
TachyHealth is a UAE-based healthcare AI company that helps hospitals, clinics and insurers close the gap between clinical care and payment. Founded in 2018, it builds AI-driven tools for medical coding, claims review and auditing, and clinical decision support - branded AiCode, AiReview and AiGuide - aimed at reducing administrative burden, controllable revenue loss and claim denials while advancing value-based care across the Middle East and Africa. In October 2025 it raised a $5M Series A led by Saudi insurer Tawuniya.
Tarique Mustafa is a Silicon Valley cybersecurity founder, engineer and AI researcher who serves as CEO, CTO and founder of Chorology, Inc., a San Jose company applying deep AI to automate data discovery, classification, mapping and compliance enforcement for enterprises. A serial entrepreneur with two prior startups that ended in acquisitions, he previously founded GhangorCloud, a pioneer of fourth-generation data leak prevention, and held senior roles at Symantec, MCI WorldCom and others. He holds dual master's degrees and did PhD research in AI at USC, and holds multiple patents in deep AI.
CMP.LY is a New York-based social media technology company founded in 2009 to solve a then-new problem: how brands, agencies and influencers disclose material connections in compliance with FTC, FINRA, SEC and FDA rules. Its patented system of short disclosure URLs, codes and icons let marketers signal endorsements, paid posts and reviews inside a tweet or Facebook post while linking to full, audit-ready disclosures. In 2013-2014 the company expanded into monitoring, measurement and insights and rebranded its platform as CommandPost, serving Fortune 100 financial services, automotive and consumer brands.
Axoniq is a Dutch-founded enterprise software company that builds the backend infrastructure for event-sourced systems and, increasingly, for enterprise AI. Born from the open-source Axon Framework created by Allard Buijze in 2009, the company provides an event-sourcing platform - Axon Framework, Axon Server, and an agent runtime - that gives applications a complete, replayable memory of every decision they make. That memory is the foundation for auditability, explainability, and observability that regulated industries need before they trust AI in production. Axoniq's tools are downloaded 70 million+ times and used by more than 65,000 organizations worldwide.
Certemy is a SaaS workforce-compliance platform that helps enterprises and licensing boards track, verify, and manage the professional licenses and certifications of their workforce. It replaces spreadsheets and manual paperwork with automated workflows, primary-source verification, real-time dashboards, and HRIS integrations - reducing compliance risk and administrative cost for organizations that employ licensed and certified professionals across healthcare, field services, real estate, and multi-state operations.
Credit Benchmark is a London- and New York-based financial data analytics company that turns the internal credit risk views of 40+ of the world's largest banks into anonymized, aggregated Credit Consensus Ratings. By pooling the assessments of roughly 20,000 credit analysts, it produces obligor-level ratings and analytics on 110,000+ public and private entities across 160 countries - covering many companies, funds and sovereigns that traditional agencies never rate - and delivers them through a web app, Excel add-in, API and partners such as Bloomberg and Snowflake.
Gravity (formerly Gravity Climate) is a San Francisco-based enterprise software company that combines carbon accounting and energy management in a single platform built for industrial businesses and their supply chains. Founded in 2022 by Saleh ElHattab, the company automates the collection of utility and emissions data, generates audit-ready Scope 1, 2, and 3 disclosures, and runs a marketplace that helps customers identify, finance, and implement energy-efficiency projects that cut both costs and emissions. Backed by more than $20M in funding, Gravity works with companies like Autodesk, WM, Geotab, Xometry, and MiddleGround Capital.
Integral is a privacy engineering company that turns sensitive real-world data - starting with HIPAA-regulated healthcare records - into compliant, AI-ready datasets. Founded in 2022 by Shubh Sinha and John Kuhn, it pairs automated de-identification and continuous risk assessment with embedded statisticians and privacy engineers (its Forward Deployed Privacy Services) so enterprises and AI labs can use regulated data quickly without violating privacy law. The company positions itself as an independent privacy layer for the real-world data economy and has raised roughly $24.9M to date, including an $18M Series A closed in July 2026.
Monitaur is a Boston-based B2B software company that builds an AI governance platform for highly regulated industries, most notably insurance and financial services. Its 'policy-to-proof' approach helps enterprises define AI policies, inventory and manage models, and automatically generate the evidence, monitoring, and audit trails that businesses, regulators, and consumers need to trust high-impact AI. Founded in 2019 by Anthony Habayeb, Andrew Clark, and Michael Herman, the company raised a $6M Series A in 2024 and has been recognized by Forrester as a Customer Favorite in AI governance.
NICE Actimize is the financial-crime, risk and compliance division of NICE Ltd. and one of the largest providers of anti-money laundering, fraud prevention and trading-surveillance software to banks, regulators and financial institutions worldwide. Its AI-driven X-Sight platform, ActOne case management and SURVEIL-X surveillance suite help more than a thousand institutions detect suspicious activity, screen against sanctions lists, manage regulatory reporting and investigate financial crime - increasingly using agentic AI to cut investigation time.
Ohanae is a New York-based fintech company building regulated market infrastructure for tokenized securities. Its Web3-powered platform combines asset tokenization, a US-dollar-pegged stablecoin (Ohanae Coin), self-sovereign identity, and an alternative trading system with automated market maker technology to handle the full lifecycle of digital asset securities - from issuance and Regulation A+ crowdfunding through custody, clearing, settlement, and secondary trading. Founded by Greg Hauw, the company operates FINRA-registered broker-dealer Ohanae Securities LLC and targets the multi-trillion-dollar OTC securities market.
Rescana is a cybersecurity company that builds autonomous, AI-agent-driven third-party risk management (TPRM) and external attack surface management software. Its platform discovers, classifies, assesses, monitors, and helps remediate risk across a company's vendor ecosystem - including vendors with no web presence - using agentic AI and open-source intelligence (OSINT). Founded by Guy Halfon and based between New York and Tel Aviv, Rescana targets regulated, vendor-heavy industries such as banking, telecom, healthcare, real estate and government, promising vendor-risk oversight that scales without a proportional increase in security headcount.
Siepe is a Dallas-based financial technology company that builds cloud software and tech-enabled services for private credit, CLO, and alternative investment managers. Founded in 2012 by former hedge-fund CTO Michael Pusateri, Siepe helps front, middle, and back-office teams turn scattered loan, borrower, and investor data into a single, transparent asset - reducing operational risk and letting managers scale without adding proportional headcount. In August 2024 the company raised a $30M Series B led by WestCap.
Solidus Labs is a New York-based crypto-native risk monitoring and market surveillance company founded in 2018 by former Goldman Sachs engineers. Its flagship HALO platform combines trade surveillance, transaction monitoring and threat intelligence to help crypto exchanges, brokers, custodians, stablecoin issuers and regulators detect market manipulation, fraud and money laundering across onchain and offchain markets. HALO monitors over one trillion events daily, deploys 50+ crypto-native abuse typologies, and in 2025 was selected by the EU's ESMA as a trade surveillance provider under MiCA.
Sware is a Boston-based software company that modernizes GxP validation for life sciences. Its cloud-native Res_Q platform and developer-focused GxPNext product use AI and a decade of regulated validation knowledge to automate the computer system validation (CSV) work that the FDA and other regulators require - helping pharmaceutical, biotech, medical device and CDMO teams cut validation time and cost while staying audit-ready. Formerly Boston Technology Research (BTR), the company rebranded to Sware in 2022 and has raised roughly $26-27M to date.
Locus Technologies is a Silicon Valley software company that pioneered cloud-based environmental, health & safety (EHS), ESG, and water management software. Founded in 1997 by Dr. Neno Duplan, Locus deployed what it describes as the first commercial Software-as-a-Service product for environmental information management in 1999. Today its multi-tenant platform runs a suite of 30+ configurable apps that help regulated enterprises and water utilities manage air, water, waste, energy, emissions, and compliance data - reportedly more than half a billion environmental records - from a single system of record.
AutoRABIT is an enterprise DevSecOps and release-management platform built for the Salesforce ecosystem. It combines CI/CD automation (ARM), static code and security analysis (CodeScan), data and metadata backup and recovery (Vault), and security posture management (Guard) so teams in regulated industries - banking, financial services, healthcare, and government - can ship Salesforce changes quickly while keeping security and compliance intact. Founded in 2015 and bootstrapped for its first five years, the company is headquartered in San Francisco and serves customers including ABN AMRO, Cigna, and CyberArk.
Brico is a San Francisco RegTech company that automates the grind of getting and keeping financial licenses. Founded in 2023 by Snigdha Kumar and Edward Swiac, its AI-powered platform pairs a 50-state regulatory intelligence engine with human compliance experts to help money transmitters, lenders, mortgage providers, and crypto firms file applications up to 5x faster and cut licensing costs by as much as 90%. Customers include Marqeta, Bilt, BitGo, and Better Mortgage.
Chorology, Inc. is a San Jose-based data security and compliance startup that uses a Deep-AI 'knowledge encoding' engine - rather than conventional machine learning - to automatically discover, classify, and map an enterprise's sensitive data across structured and unstructured repositories. Its flagship platform, CAPE (Compliance and Posture Enforcer), aims to give organizations a continuous, mandate-agnostic view of where regulated data lives so they can enforce data security posture and meet frameworks like GDPR, CCPA, and HIPAA. Founded by serial cybersecurity entrepreneur Tarique Mustafa, the company emerged from stealth in July 2024 with $9M in funding and a roster of early Fortune 500 users.