You will not find a rate card here, because an honest number depends on your process, your systems and your volumes. What you will find is exactly what each stage delivers and what is excluded.
What each stage delivers,<br />and what it excludes.
Discovery is a fixed fee, the pilot is a fixed price, production is a monthly retainer. Nothing is billed until the scope is written down and you have approved it.
Discovery sprint
Fixed fee · 1–2 weeks
You know something is automatable but not what it is worth
Process mapping with the people doing the work
Baseline metrics and cost-per-transaction model
Automation candidates ranked by value and risk
Written blueprint and fixed-scope pilot proposal
CommercialFixed fee, credited against the pilot if you continue
Pilot
most common
Fixed scope · 2–4 weeks
You want proof on your data before committing a budget
Working system on production-shaped data
Human review queue and escalation rules
Evaluation set with measured accuracy and cost
Go / no-go recommendation, including “no” if that is the honest answer
CommercialFixed price per pilot, agreed before we start
Build & operate
Monthly · from production to steady state
You want the system in production and someone accountable for it
Production deployment in your cloud or ours
Monitoring, evaluation runs and drift review
Incident response with an agreed response time
Monthly quality and cost report, quarterly roadmap
CommercialMonthly retainer with a defined scope and exit terms
Not sure which one fits?
Bring one process to a 45-minute call. We will tell you what it is worth automating, what
we would charge for discovery, and whether the honest answer is “leave it alone”.
Process map with volumes — How the work actually flows today, with cycle times and error rates per step
Baseline metrics — Four weeks of your own data, so “better” has a starting number
Automation candidates ranked — Value against effort and risk, including the ones we would not touch
Cost model per item — What each automated transaction costs to run, compared with today
Architecture and model choice — Why this model, this workflow engine, this review pattern
Fixed-scope pilot proposal — Deliverables, dates, price and the go / no-go criteria
What is never included
No hidden margin on your infrastructure.
— Hosting and third-party model usage — passed through at cost, no markup
— Licences for software you decide to buy (workflow engine, warehouse, vector store)
— Change management inside your organisation — we advise, we do not own it
— Anything outside the agreed scope: new scope gets a written change note and a price
Our principle
We charge for engineering judgement, not for reselling tokens or licences. If a cheaper
model or a simpler non-AI approach does the job, we will say so.
Straight answers
Budget questions
No “contact us for details”. If the answer is “it depends”, we say what it depends on.
How quickly can we see something working?
Pilot in two to four weeks from kickoff, including discovery and blueprint. That assumes we get read access to a sandbox and a sample of real documents or tickets in the first week — that sample is the usual cause of delay.
What does it cost?
Discovery is a fixed fee, the pilot is a fixed price, and production is a monthly retainer with a defined scope. We quote after discovery because the honest number depends on your process, not on a price list. If a process is not worth automating, we say so and charge only for discovery.
Do we need to replace our systems?
No. We integrate with what you run — ERP, CRM, ticketing, data warehouse, and the legacy application with no API. Replacing your core systems is a different project and usually a worse idea than automating around them.
Which models do you use?
Whatever the task and your constraints justify: frontier APIs where quality matters most, open-weight models you can self-host where data cannot leave your environment, and classical methods where a model is the wrong tool. We benchmark on your data during the pilot and document why we chose what we chose.
Next step
Get a scoped number, not a range.
Send one process with its rough monthly volume. On the call we will give you a discovery price and a realistic pilot budget before you commit to anything.