The financial stack was built for a world that's gone. Here's what replaces it.
Decisions used to move on monthly cycles. Now they move at machine speed, on data that's months out of date. The patchwork of dashboards, exports, and finance reports can't close that gap. It was never designed to.
StitcherAI is the system of intelligence that does. Continuously normalize every cost source, model it to your business, and deliver financial intelligence to the humans and agents making decisions, in the workflows they already use.
Not a better report. A different model entirely.
The modern IT Finance architecture
Three layers, one continuous loop. Decisions and actions flow down from your organization. Data and insight flow back up through StitcherAI's engines, grounded in your data foundation.
The outcome.
How StitcherAI shows up directly inside the workflows your teams already use. Your IT Finance system of intelligence at the point of decision.
AI model evaluation
See how StitcherAI enables developers to evaluate infrastructure decisions, directly in their workflows, to make business-aligned decisions from design time, not after the invoice arrives.
Chargeback via Claude
See how Chargeback operations that typically take weeks, across engineering, finance, and infrastructure teams, can be automated in minutes using StitcherAI's semantic and reasoning engines.
Invoice reconciliation
See how invoice reconciliation can be performed across your internal IT Finance systems and your ERP system, with human-in-the-loop approvals to validate variances.
AI model evaluation
See how StitcherAI enables developers to evaluate infrastructure decisions, directly in their workflows, to make business-aligned decisions from design time, not after the invoice arrives.
Chargeback via Claude
See how Chargeback operations that typically take weeks, across engineering, finance, and infrastructure teams, can be automated in minutes using StitcherAI's semantic and reasoning engines.
Invoice reconciliation
See how invoice reconciliation can be performed across your internal IT Finance systems and your ERP system, with human-in-the-loop approvals to validate variances.
The semantic engine.
The foundation of every decision. Connect, model, build, engage. The data layer your humans and agents run on.
One pipeline for every cost source and business signal.
Cloud billing APIs. AI and SaaS providers. PDF vendor invoices. Internal cost data. Structured and unstructured, ingested into one foundation for your complete TCO.
Revenue streams, customer segments, product hierarchies, and your organization's structure flow alongside cost data. Cost without context is a number. Cost with context is a decision.
Billions of micro-transactions: cloud usage, AI inference, vendor line items. Ingested and held at full resolution. No pre-aggregation. No lost detail.
The reasoning engine.
An omnipresent layer of intelligence, wherever decisions are made. It operates continuously, embedded directly into the workflows where humans and agents make decisions. A team of experts that never sleep.
Stakeholders ask. Answers arrive in the moment the question matters.
No tickets to file. No analysts to wait on. The reasoning engine interprets the question, pulls the right slice of the cost model, and delivers an answer with the context behind it. In seconds, not a project.
Why StitcherAI.
A different model entirely. Built on open standards, designed for agents, embedded where decisions happen.
FOCUS-native from day one. Co-founded by the people who wrote it. No proprietary schema lock-in.
Designed for humans and AI agents from the foundation up. Not a dashboard with a chatbot bolted on.
The cost model refreshes as data flows in. No quarterly rebuild. No stale exports. No surprise variance.
Slack, Jira, BI, IDEs, your agents. Intelligence comes to the decision, not the other way around.
Set up in minutes. See value in days.
See StitcherAI in action.
Unify your costs, model them to your business, and put financial intelligence into every workflow that needs it.