Built for Financial Operations
Designed around the documents, data, exceptions, controls, and operating realities of B2B finance.
Itemize combines financial domain expertise, purpose-built AI, and enterprise operating discipline to automate complex transaction processing.
Itemize was founded on a simple insight: the information trapped inside business transactions could become far more valuable than the documents carrying it.
What began with receipts and expenses has evolved into an AI-native platform for complex enterprise finance operations. Today, Itemize structures transaction data, applies financial reasoning, resolves exceptions, and powers the workflows where financial work gets completed.
Itemize began by extracting useful accounting and tax data from receipts and invoices with minimal human intervention.
The platform expanded into validation, matching, coding, reconciliation, and workflow automation across increasingly complex financial use cases.
Itemize now supports banks, processors, software platforms, healthcare organizations, and finance teams in high-volume production environments.
Designed around the documents, data, exceptions, controls, and operating realities of B2B finance.
Purpose-built intelligence that structures transaction data, reasons across context, and completes financial work.
Engineered for accuracy, traceability, reliability, and scale in the environments where financial operations run.
Production performance across high-volume financial workflows, diverse transaction formats, and global operating environments.
Payments data leader with experience leading Mastercard’s data business and roles at First Manhattan and Booz Allen.
Enterprise software operator with leadership experience at BirchStreet and SAP Ariba.

Technology leader and U.S. Army veteran with experience building mission-critical systems across complex operating environments.

Itemize General Counsel and a member of the Board of Directors.
Founder of First Manhattan Consulting and an experienced financial technology investor.
Itemize brings together people across the United States and internationally to build AI-native systems for complex financial operations. We value domain expertise, high ownership, close customer partnership, and the discipline to turn advanced technology into dependable production outcomes.
Explore CareersDiscuss the workflows, exceptions, processing volumes, and systems you need to automate.
Itemize agents operate in production across real financial workflows—structuring transaction data, automating complex processing workflows, applying risk and audit standards, and producing accurate, actionable outcomes.
Chosen by four of the five largest U.S. transaction processors, along with major banks, payment fintechs, and enterprise financial software platforms.
Reason over documents, transactions, line items, entities, and financial context.
Build for accuracy, monitoring, exceptions, controls, and sustained performance.
Convert complex customer workflows into dependable, actionable results.
Useful and reliable beats impressive in a demonstration.
Understand Finance Operations deeply before attempting to automate it.
Trust is built through disciplined attention to the outcome.
Responsibility continues beyond the handoff.
Itemize brings together software engineers, data scientists, agentic product leaders, customer solution delivery teams, revenue operators, and enterprise operators. The work only succeeds when the whole system comes together.
Our New York office gives teams a place to collaborate on the difficult challenges behind production financial AI. Location and working arrangements are described with each open role.