Koreflow turns every AI call into attributable cost, protected margins, and audited policy — so you can see exactly what AI costs across the business flows you run, from customer onboarding to support.
Get instrumented in an afternoon, then watch every dollar of AI spend line up against the parts of your business that actually drive it.
Point Koreflow at your codebase and Auto-Wire sets up attribution for you — automatically, so you start capturing cost from day one with no manual tagging project.
Every call rolls up to the flows that matter — customer onboarding, support, claims triage — so "the AI bill" becomes "what AI costs us on each part of the business."
Budgets, policy, and margin forecasting on top. And with a built-in MCP server and ready-made skills, your team — and your own AI agents — get the most out of every number.
Finance, engineering, and leadership finally look at the same numbers — with the controls attached.
Attribute every dollar to a customer, a model, and the business flow behind it — onboarding, support, the journeys you actually run. Margins, percentiles, and concentration risk in one place.
cost · margin · business flowsPolicies watch every call: detect sensitive data, downgrade models, or hard-stop when something crosses the line — with a complete, exportable audit trail.
policy · PII · auditSet real-time spend limits on any dimension — a customer, a feature, a team. Get alerted before you blow through, and throttle automatically when you do.
caps · alerts · throttleAsk in plain English. Kora reads your live numbers and answers with grounded, cited analysis — and tells you the next move worth making.
ask · analyze · actBreak AI cost down by the parts of your business that drive it — intake, fraud detection, decisioning, support — not just by model. Every dimension you tag becomes its own view, so "where is this money going?" is one click away.
Slice AI spend the way your business actually works: by customer, by feature, by the flow that ran it. Answer the questions finance keeps asking — "what does AI cost us on onboarding?", "which customers are underwater?" — on a single screen.
Watch spend and governance events side by side. When a policy alerts, throttles, or halts a call, it's right there — what fired, why, and what it saved you — ready to hand to security, compliance, or your auditor.
OpenAI, Anthropic, Google — modeled in a single view, priced to the token class, cache savings included. Reconcile Koreflow's measured spend against the bill the provider actually sends you.
Kora is the AI built into Koreflow. Ask a question the way you'd ask a teammate — and get an answer grounded in your live data, with the reasoning shown and the next step named.
The visibility of a SaaS analytics tool, with the trust boundary of software you run yourself.
Turn an unpredictable AI line item into a number you can forecast and stand behind. Spend ties to customers, flows, and revenue — so margins are protected before they erode, not explained after the fact.
A single instance you deploy and own. No data residency headaches, no third party holding your most sensitive usage data.
Your configuration lives as plain files in your own repo — not trapped in someone else's database. Read it, version it, leave whenever you want.
Budgets and policy act in real time, not in tomorrow's report. Every governance decision is logged, explainable, and ready for audit.
Two decades of infrastructure and reliability engineering, paired with enterprise-AI product leadership — the two halves it takes to make AI spend accountable.
YBNearly two decades in infrastructure, reliability, and DevOps — turning messy systems into platforms you can observe, predict, and trust. He builds the engine that makes AI usage into numbers you can defend.
Connect on LinkedIn yuri@koreflow.com
YGAn enterprise-software product leader in customer experience and AI — shaping platforms and AI products around what the business actually needs, not just what's technically possible.
Connect on LinkedIn yinon@koreflow.comBring your use case and we'll walk you through a live demo — see exactly how your business would look with every AI dollar attributed, forecastable, and under control.
Prefer email? yuri@koreflow.com · yinon@koreflow.com