data-reconciliation
(7)
The Startup That Bet Data Movement Should Cost a Flat Fee
A 13-person shop in suburban Philadelphia is going after the plumbing nobody sees - the pipelines that move enterprise data - by making it workflow-driven, auditable, and priced like a utility instead of a taxi meter.
RightData’s $6 Million Bet: Make Bad Data Boring Before AI Makes It Expensive
Enterprise AI has made an old plumbing problem newly urgent: a pipeline can run perfectly while delivering the wrong answer. RightData sells a three-part control system designed to catch that failure before it reaches a dashboard, an audit, or an algorithm.
Cerebri AI
Cerebri AI is an Austin-based data engineering and artificial intelligence company that builds purpose-built AI agents for corporate travel, expense (T&E), and indirect procurement. Founded in 2016 by Jean Belanger and Steve Harter, the company originally pioneered a customer-experience metric called Cerebri Values before pivoting to become a leader in AI-powered analytics for the $1.5 trillion corporate travel market. Its AIQ Data Foundry unifies fragmented TMC, corporate card, expense, and HR/ERP data into a finance-grade foundation, on top of which its CAI Agents - a 'digital employee' workforce - automate hotel RFPs, air contract compliance, trip cost reconciliation, and ESG reporting while measuring ROI on every action.
DataPattern
DataPattern is a San Ramon, California based IT services and consulting firm founded in 2019 that helps regulated and data-heavy enterprises move from legacy systems to modern data, AI and IoT platforms. Its teams build data engineering pipelines, generative AI and machine learning solutions, IoT use cases, cloud migrations and DevOps/MLOps practices, with a stated emphasis on data governance, quality and lineage as the foundation for reliable AI. The company works across manufacturing, healthcare, finance and energy, positioning itself as a hands-on transformation partner rather than a single-product vendor.
Onymos
Onymos is a Palo Alto software company that sells enterprises pre-built application features and data-processing modules instead of finished apps. Its Features-as-a-Service model bundles UI, backend logic, and cloud functions - login, chat, biometrics, storage - into drop-in components, all built on a self-described 'no-data architecture' where Onymos never captures or stores customer data. In recent years the company has focused its intake and AI tooling (DocKnow, LabFlow, SmartSync, DeviceFlow) on healthcare and life sciences, automating the document and data intake that clinical and diagnostic labs handle every day.
Scry AI
Scry AI is a bootstrapped enterprise artificial intelligence company founded in 2014 by Dr. Alok Aggarwal and headquartered in San Jose, California. It builds AI products that turn messy enterprise data into intelligence - intelligent document processing, anomaly and fraud detection, IoT-based predictive maintenance, conversational AI, and data lineage mapping - for finance, insurance, energy, manufacturing, and government clients. Profitable without venture funding, it reports roughly $28.4M in revenue and has appeared on the Inc. 5000 list multiple years running.
Alejandro Casas Caro
Alejandro Casas Caro is the co-founder and CEO of Simetrik, a Y Combinator-backed AI-powered financial reconciliation platform that processes over 1 billion records daily for 100+ companies across 40+ countries. A technical founder who studied UX design in Barcelona, he pivoted from a failed fashion e-commerce startup to building what has become a $116M+ funded enterprise infrastructure company backed by Goldman Sachs, Tiger Global, and Mercado Libre Fund.