Cost per unit
Not "we spent $200K on models." This workflow processed this many invoices, tickets, or calls, and the AI component cost this much per unit.
Fully loaded: model, infrastructure, licenses, and the human time still in the loop.
Connect your systems. See the fully loaded cost and business impact of every AI workflow, against the baseline that matters.
Companies now spend real money on AI: seats, agents, API usage, infrastructure. The spend data exists in one set of systems. The results live in another: your ERP, your ticketing system, your service platform. Nothing connects them.
So the question every leadership team is asking gets answered with token counts and usage charts that translate to nothing.
Cursive connects the systems you already run and answers the question in business terms.
Not "we spent $200K on models." This workflow processed this many invoices, tickets, or calls, and the AI component cost this much per unit.
Fully loaded: model, infrastructure, licenses, and the human time still in the loop.
Every metric is measured against the period before each tool was adopted, keyed to actual adoption dates.
Already running on AI? The baseline is reconstructed retroactively from your systems' own record history.
Outcomes come from your systems of record: your ERP, your ticketing platform, your service tools.
Never from an AI vendor's dashboard grading its own homework.
Every AI initiative in one table: spend, utilization, and operational impact vs baseline.
With a verdict on each: scale it, optimize it, activate it, or stop it.
Concrete recommendations with dollar figures attached, not just charts.
Model routing opportunities, exception clusters worth fixing, idle seats worth activating or reclaiming.
One click produces the page your board, steering committee, or CFO actually wants.
Outcomes vs baseline, in plain language.
Cursive reads from the systems you already have, through connectors we build and maintain. Read-only, always: nothing writes into your systems.
YouGrant scoped, read-only access.
The product profiles each connected system, matches your workflows against a library of standard operational metrics, and proposes the metrics automatically.
YouAnswer only the few questions the data cannot answer itself.
A named owner on your team confirms every definition. Every number in the product shows its formula, its source system, and who signed it off.
YouSign off on the definitions.
ERP, ticketing, and service platforms, plus your AI providers’ billing exports and the long tail: legacy and vertical systems, EHR, TMS, WMS, PMS. If it has an export, an API, or a report, our connectors can read it.


Deployment options include running entirely inside your own cloud environment, so operational data never leaves your control.
We have been building with AI agents for 5+ years, and we’ve built mission-critical systems in financial environments where accuracy, speed, and reliability directly determine outcomes.
Berkeley CS · Apple · SIG


MIT CS · Kalshi · HRT