All your AI COGS in one place.
Voice, GPU, LLM, speech, transport, cloud — every provider invoice lands in one ledger instead of six dashboards.
UnitSense pulls cost from every AI vendor you touch — models, voice, GPU, transport, cloud — and turns it into numbers someone owns: margin per customer if you sell AI, spend per team if you buy it, with limits that actually enforce.
Two stories · one ledger · unitsense.ai/margin · unitsense.ai/governance
AI spend is the new cloud bill. Control it earlier.
UnitSense pulls cost from every vendor behind your product and ties it to the people and customers who drive it — read-only and out-of-band, nothing touches your inference path.
Voice, GPU, LLM, speech, transport, cloud — every provider invoice lands in one ledger instead of six dashboards.
Gross margin per product, customer, and feature — and spend per team, project, and person. Numbers finance can defend in a board meeting.
Swap a provider or model in a scenario and see the margin impact first.
Set budgets on any dimension — alert or block. Block means requests are denied at the limit, in the request path.
Also in the platform: coding-agent spend tracking — Claude Code, Codex, Cursor · seats, quotas, sessions. See it →
How we connect: LiteLLM · Bifrost · Python SDK · JavaScript SDK · our open-source agent · provider admin APIs · CSV import · invoice ingestion
…and the rest of your stack. Where a vendor exposes usage, we pull it. Where they don't, we ingest the invoice.
No login required. Margin vs. target if you sell AI, spend vs. budget if you buy it — what moved, and your single biggest lever. The email your CFO forwards.
Same numbers as the dashboard — reconciled to your vendors' invoices.
Get the whitepaper — every AI dollar, accounted for. Leave your email and it's yours.
Prefer slides? margin-deck · governance-deck.