Every project gets an AI budget. Allcora enforces it.

Your team's AI coding tools bill by the token, not by the project. Allcora sets a budget at kickoff, tracks burn-down across every tool and developer, and stops spend at the ceiling you chose.

In development. Waitlist members get early access and founding pricing.

Client portal rebuild: 0m of 50m tokens

AI cost by client project, September Sample

Project	AI cost	Used	Billing
Client portal rebuild	€4,180	84%	Rebill
Claims API (fixed fee)	€2,960	59%	Absorb
Data migration	€1,240	31%	Rebill

Build-time AI spend has no owner

It's invisible per project

Claude Code, Cursor, Copilot and direct API keys all bill to the company. Nobody can say what a single client project burned.

It arrives after the invoice

You find out what a sprint cost when the monthly bill lands, long after the scope and the fee were agreed.

Nobody holds the ceiling

Dashboards show spend. They don't stop it. One agent left running overnight can eat a project's margin.

How it works

Set a budget at kickoff
Give each project a token or euro budget, the same way you set hours or fees.
Track burn-down everywhere
Usage from every tool and developer rolls up to the project it belongs to.
Alert, then stop
Warnings at the thresholds you pick. At the ceiling, a hard stop or an approval request.
Charge it back
Report AI cost by client, matter or cost centre, ready for invoicing or margin review.

See a budget burn down

Change the project and watch when it hits the ceiling.

Illustrative model. Rates and usage are assumptions: a blended €6 per million tokens, and typical weekly usage per developer for each way of working.

Get this for your real projects: join the waitlist

Built for teams that bill by the project

Software consultancies and agencies

Price AI into fixed-fee and time-and-materials work, protect margin on every engagement, and pass costs through to clients with evidence.

Become a design partner

Engineering leads

Give developers the tools they want, with a ceiling per project instead of a blanket ban or a blank cheque.

Join the waitlist

Finance and FinOps

Turn build-time AI spend into a project cost you can forecast, approve and report on, like hours or cloud.

Read the white paper

The Token Paradox

Prices per token keep falling. Bills keep rising. The paper explains why, and what project-level budgets change.

How agentic tools multiply tokens per task
Why runtime gateways don't cover build-time spend
What a per-project budget, burn-down and ceiling look like in practice

Get the white paper

Shape the first version

We're looking for 10 to 15 consultancies and product teams to build Allcora with.

You get: Early access, founding pricing and a say in the roadmap.
You give: Two 30-minute calls and honest feedback on early builds.

Apply as a design partner