Software consultancies and agencies
Price AI into fixed-fee and time-and-materials work, protect margin on every engagement, and pass costs through with evidence.
Become a design partnerKnow what each project spends on AI. Stop it at the ceiling.
Allcora gives every project a token budget, tracks burn-down across every tool and developer, and pauses spend when the budget runs out.
In beta. Waitlist members get early access and founding pricing. Ready to start? See plans and pricing.
Northwind DigitalClient portal rebuild
41.2mof 50m tokens
80% alert sentDelivery lead notified, week 8
CeilingPause and ask for approval
- Burning
- 4.1m tokens a week
- Ceiling reached in
- about 2 weeks
- AI cost so far
- €4,120 of €5,000
See it in 60 seconds
Connect your tools, set each budget in the currency you bill, and approve spend at the ceiling.
The same project, with and without a ceiling
Agentic coding tools can multiply token use overnight. Without a budget, you find out on the monthly bill.
Without AllcoraSpend shows up after the invoice
69m tokens€6,900 spent, €1,900 over a budget nobody was watching
With AllcoraPaused at the ceiling, then approved
50m + 10m approved€5,000 spent, extension approved by the project lead
How a budget runs
- Kickoff
Set a budget
Give each project a token or euro budget, the same way you set hours or fees.
- Every day
Track burn-down
Usage from Claude Code, your Anthropic and OpenAI accounts, AI gateways and API keys rolls up to the project it belongs to.
- 80% and 100%
Alert, then stop
Warnings at the thresholds you pick. At the ceiling, a hard stop or an approval request.
- Month end
Charge it back
Report AI cost by client, matter or cost centre, ready for invoicing or margin review.
Know what every project cost before you invoice
One report per month. Rebill the AI on time-and-materials work, absorb it knowingly on fixed fee.
| Project | Budget used | AI cost | Billing |
|---|---|---|---|
| Client portal rebuild | 84% | €4,180 | Rebill |
| Claims API, fixed fee | 59% | €2,960 | Absorb |
| Data migration | 31% | €1,240 | Rebill |
| Total | €8,380 |
Built for teams that bill by the project
Engineering leads
Give developers the tools they want, with a ceiling per project instead of a blanket ban or a blank cheque.
Join the waitlistFinance 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 paperShape the first version
We're choosing 10 to 15 consultancies and product teams to build Allcora with.
- Early access and founding pricing
- A say in what we build first
- Two 30-minute calls and honest feedback
The Token Paradox
Prices per token keep falling. Bills keep rising. Our white paper explains why, and what project-level budgets change.
- How agentic tools multiply tokens per task
- Why runtime gateways miss build-time spend
- What budgets, burn-down and ceilings look like