risk-analytics
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Solytics Partners and the art of questioning the machine
A bank can buy a clever model and still inherit a foolish process. Solytics Partners sells the testing, governance and financial-crime tools that make the machinery answer for itself.
Exzeo and the business hiding inside the insurance company
An insurer built its own software, then discovered it had another business on its hands. Exzeo’s wager is that carriers will pay for the machinery of insurance along with the people who run it.
The Most Important Company You Never Hired
Every large company depends on an invisible city of outsiders. Certa built the traffic lights - then taught them which collisions deserve a human being.
SuperDerivatives put a price on uncertainty. ICE paid $350 million.
A former options trader built a business around prices that were hard to find. A financial crisis forced SuperDerivatives to rethink what it sold - and helped turn its data into an acquisition target.
Clearwater’s $8.4 billion bet on getting the numbers right
Investment accounting made Clearwater indispensable to finance teams. Now, with Enfusion, Beacon and new private owners, it wants a bigger job: connecting the trade to the final report.
The £250 Million Bet on Making Insurance Less Like Email
Verisk bought Sequel for £250 million to digitise the stubbornly human London insurance market. The result is a software suite built to remove rekeying and spreadsheet drift - while leaving judgment to brokers and underwriters.
Lauren Weiner Makes the Numbers Tell a Better Story
The RapidRatings CMO has spent two decades turning complicated financial technology into stories people can act on - and insisting that marketing earn its seat at the table with evidence.
Origami Risk Built a 1,000-Client Business by Fixing Insurance’s Unglamorous Plumbing
The Chicago software company won by treating claims, safety reports and policy records as one connected data problem. Now its bet is that the same platform can carry insurers from first incident to final invoice - with AI tucked into the paperwork.
Archer Built the Risk Register. Now It Wants to Make It Think.
The Kansas software veteran spent 25 years turning scattered audits, vendor questionnaires and risk registers into one enterprise system. Its next wager is that purpose-built AI can spot the trouble before the quarterly heat map does.
LRN's $1.4 Million Case for Making Compliance Training Less Boring
LRN spent three decades turning the corporate training everyone dreads into a source of behavioral data. Its best proof is not a lofty ethics slogan - it is 19,000 hours returned to one client's workforce.
Riskonnect's $683,000 Bet: Put Every Corporate Risk Under One Roof
Most companies still manage danger in spreadsheets and departmental silos. Riskonnect built a sprawling enterprise platform to connect the clues - and one commissioned study shows both the appeal and the price of the bet.
LogicGate Turned the Spreadsheet Swamp Into a Risk Map - Now AI Has to Prove It Belongs There
Three consultants got tired of forcing risk teams into rigid software, so they built a no-code system around the way those teams actually work. A decade later, LogicGate is testing whether the same flexible foundation can make enterprise AI governable without turning judgment over to a machine.
The $50,000 Crash Problem: How SambaSafety Built a 6.5 Million-Driver Early-Warning System
Annual driving-record checks are a photograph of a moving target. SambaSafety turned that blind spot into a subscription business - then bought the training and telematics pieces needed to do something about the alerts.
Branden Jones Makes the Machinery of Money Make Sense
A trader turned technology marketer, Jones has spent nearly three decades learning the systems behind investment decisions - and finding language that lets people see why those systems matter.
The Grid Failed. Adaptive Insurance Paid in Days.
Most insurance waits for proof of loss. This Austin startup watches for the event itself - then turns a dark grid, a flooded home or a brutal deductible into a faster, prearranged path to cash.
The Company That Decides Which Markets Count
MSCI turns messy global markets into three-letter labels like EAFE and ACWI - and roughly $6.4 trillion in investor money follows where those labels point.
The Financial Terminal That Started on a Bicycle
Before FactSet became a $2.3 billion data business, its product arrived as four sheets of paper by bicycle messenger. The delivery method changed; the useful idea did not.
BlackRock's Other $15 Trillion Asset Is the Machine Behind the Money
BlackRock manages $15.3 trillion for clients. The more revealing story is how iShares, Aladdin, and a private-markets buying spree turned one bond shop into infrastructure for modern investing.
Aon Built a $17 Billion Business Out of the Question Nobody Can Answer
When catastrophe models, employee benefits and billions of dollars of insurance capacity meet, uncertainty becomes a product. Aon has spent decades learning how to package it.
Equifax
Most people meet Equifax as a credit score. Its larger business is the invisible machinery that helps decide who gets a mortgage, a job, a benefit or a second look - rebuilt on a $3 billion cloud platform and shadowed by the breach that changed the company.
Marsh
The 155-year-old professional services firm has turned uncertainty into a $27 billion business. Its real product is neither a policy nor a spreadsheet, but a better-informed decision before the bill comes due.
arqu
arqu is a San Francisco-based, tech-enabled wholesale insurance brokerage rebuilding how large, complex commercial risks are placed in the roughly $100bn US Excess & Surplus (E&S) market. Rather than acting as a quick-quote platform, arqu pairs experienced broker teams with proprietary software that pre-underwrites every risk in depth, giving retail brokers and capacity providers better data, faster placements, and sharper pricing. It focuses on construction, real estate, energy, and environmental risks and works with 20 of the largest retail brokerages in the country.
Michael Crumpler
Michael Crumpler is the Chief Executive Officer of Credit Benchmark, a London- and New York-based financial data firm that aggregates anonymized internal credit risk views from more than 40 global banks, including 17 Global Systemically Important Banks, into consensus ratings on over 80,000 entities. He was appointed CEO in June 2023 after seven years at the company, most recently as Chief Operating Officer and Head of Risk, where he oversaw a period of 25% revenue growth. Before Credit Benchmark, he spent roughly two decades in credit risk seats at Goldman Sachs, Barclays, Dexia, and Moody's, focused on energy, infrastructure, and U.S. public finance.
Everysk
Everysk is a New York-based financial technology company that builds AI-embedded workflow automation for investment operations. Founded in 2016 by Allan Brik and Denison Linus, its platform combines agentic AI with a no-code library of modular 'digital robots' that let hedge funds, asset managers, family offices, and brokerages automate portfolio risk monitoring, trade operations, compliance, and reporting. The company positions itself around a simple pitch to capital markets firms: grow AUM without growing headcount.
Maxxsure
Maxxsure is a Dallas-area cybersecurity company that turns cyber risk into a number executives can actually use. Its flagship product, the M-Score, quantifies an organization's cyber risk on a 0-to-1000 scale by collecting thousands of internal, external, and third-party variables and running them through AI and machine-learning models. Rather than handing boards another vulnerability report, Maxxsure frames risk in financial terms - 'down to the dollar' - so leadership can decide what to remediate, what to accept, and how much cyber insurance they actually need.
Revere
Revere builds cloud software that helps allocators in private markets manage their portfolios without drowning in spreadsheets and PDFs. Its platform, Revere ONE, ingests fund data automatically, standardizes it across venture capital, private equity, real estate, private credit, and hedge funds, and surfaces performance and risk in interactive dashboards. Founded in 2020 by former AngelList institutional-capital lead Eric Woo and Chris Shen, Revere serves family offices, fund-of-funds, corporate venture groups, and other sophisticated allocators.
RiskOpsAI
RiskOpsAI (formerly OptimEyes AI) is an AI/ML-driven integrated risk modeling and decisioning platform that helps Fortune 2000 and Global 500 organizations discover, measure, prioritize, predict and optimize cyber risk, data privacy, third-party threat exposure and regulatory compliance. Its patented, AI-native risk quantification aggregates data from multiple risk sources into a single source of truth, giving CXOs a near real-time, transparent view of enterprise-wide risk and the actions to remediate it.
Kaiko
Kaiko is a global provider of cryptocurrency and digital asset market data, analytics, indices, and surveillance built for institutions. Founded in Paris in 2014 and led by CEO Ambre Soubiran since 2016, the company turns raw data from 200+ exchanges, 20+ blockchains, and 20,000+ digital assets into clean, regulated, institutional-grade feeds used by banks, asset managers, exchanges, and regulators. After acquiring Amberdata in June 2026, Kaiko positions itself as the only independent, globally regulated data and analytics company spanning crypto and tokenized assets.