AI consulting services: agents scored by evals, in 2 weeks
AI consulting services: we build one agent on your real use case, score it with evals and measure its cost per task. The AI Agent Pilot is USD 5,000, 2 weeks, fixed price.
Fixed-price packageAI Agent PilotUSD 5,0002 weeks
A judge that blocks, a person who approves
- Model station
- Judge panel
- A person approves
- Cost ledger
| Output | Judge verdict | Reason | Person | Cost per task |
|---|---|---|---|---|
| Refund email | Passed | No verifiable defect | Approved | |
| Contract summary | Blocked | Verifiable defect | Not shown | |
| Invoice extraction | Passed | No verifiable defect | Approved | |
| Support reply | Blocked | Verifiable defect | Not shown | |
| Product description | Passed | No verifiable defect | Approved |
- Judges block, they never approve
- Each judge measured on labelled examples before it counts
- Cost per approved piece picks the model
- bar length = relative cost
What are AI integration services?
AI integration services connect a machine-learning model to the systems, data and people a business already runs: choosing the model, writing prompts and context, wiring tools and data, and checking the output before anyone relies on it. At Clouditive the way in is the AI Agent Pilot: one agent on one real use case of yours, evals that score its output and the cost per task, USD 5,000 for 2 weeks.
A model call is the easy part. Output that is almost right is the expensive part: someone has to catch it, and someone pays for every call that produced it.
We treat model output like any untrusted input. It passes checks before it reaches a user, and each check is measured against labelled examples, cases whose right answer is already known, before we trust it.
Not sure the use case is ready? Discovery is our AI readiness assessment: USD 7,000, 1 to 4 weeks. It reads your product and its configuration end to end and ends with a full roadmap, so the pilot starts from a use case you have checked, not guessed.
What you get, step by step
Everything in the package, in the order it lands. The price and the duration stay the same.
Step 1: The agent
One AI agent working on one real use case of yours.
Step 2: The evals
Evals that score its output on that use case.
Step 3: The cost
Cost per task, measured.
2 weeks
USD 5,000
Want to keep going after the package? Add engineers by the hour at the published rates, with a 6-month minimum term. How staff augmentation works.
Proven on real work
Real clients, dated figures, and a plain note on what was not done.
Clouditive built our product with us goal by goal: the AI with its judge panel, the Google Cloud platform and 854 test files. We shipped 89 releases in 10 days, each checked to run the exact tested build, and a person still approves every piece.
Sebastian Tavul, CEOAI implementation consulting: what we built for an AI marketing platform
AI implementation consulting should end with something running. Ours starts from one use case, builds the agent, scores it with evals and measures the cost per task: that is the AI Agent Pilot, USD 5,000 for 2 weeks. The example we can show is Autonomah.
Autonomah's advertising service diagnoses a client's brand, plans campaigns, generates the pieces (copy, image, carousel, document, short video with voice) and schedules them on the client's social networks. A person approves every piece.
Our work there:
- Several models on Vertex AI, open models and Gemini, so the product depends on no single vendor.
- An independent panel of AI judges that rejects checkable errors and never approves. Each judge was tested on examples with known answers before going live.
- Cost per approved piece as the rule for choosing models.
- Tools that tune the judges against people's own ratings.
- A sourced craft knowledge base per industry, niche and country across 39 countries of the Americas, every principle with its source and quote.
Prefer to pay by the hour?
Add engineers to your own team at the published rates instead of buying a package.
- You interviewYou meet the engineer who will do the work.
- 6-month minimumBilled per hour worked.
- Free replacementIf they leave or don't fit, we replace them and cover the handover at no cost.
- Lead / ArchitectUSD55–60per hour
- SeniorUSD45–50per hour
- MidUSD35–40per hour
- JuniorUSD30per hour
USD per hour, drawn to one scale
Frequently asked questions
How much do AI services cost?
The AI Agent Pilot costs USD 5,000 for 2 weeks at a fixed price: one agent on one real use case, evals that score its output and the cost per task, measured. Model running costs depend on your models and traffic, so we measure them. Ongoing work is billed by the hour: USD 55–60 for a Lead or Architect, 45–50 Senior, 35–40 Mid, 30 Junior.
Two costs matter: building it and running it. Building a first agent on one use case with evals is our AI Agent Pilot, USD 5,000 fixed for 2 weeks; more work after that is billed by the hour, USD 45–50 for a Senior. Running it is the model and infrastructure bill per task, which the pilot measures instead of estimating, as in the AI marketing platform we built with a per-call cost ledger.
What is an AI readiness assessment?
A check of whether your product and systems are ready for an agent, before you spend on one. Ours is Discovery: USD 7,000, 1 to 4 weeks, with daily meetings and progress reviews.
Discovery understands your product and its configuration end to end and delivers a full roadmap: backlog, roles, critical changes and needs. Use it to decide where an agent can start and what has to change first. Then the AI Agent Pilot, USD 5,000 for 2 weeks, tests one use case for real.
What do I get from the AI Agent Pilot?
One AI agent working on one real use case of yours, evals that score its output, and the cost per task, measured. USD 5,000, 2 weeks.
Which models do you work with?
On Autonomah we built on Vertex AI with open models and Gemini models, so the product doesn't depend on one vendor. Model choice there follows cost per approved piece.
How do you stop an AI agent from producing bad output?
With independent checks. On Autonomah, a panel of AI judges blocks verifiable defects and never approves; each judge is tested on examples with known answers before going live, and a person approves every piece.
How much would it cost to run several AI agents?
It depends on your models and traffic, so we measure it. The pilot reports cost per task; on Autonomah we keep a per-call cost ledger and track cost per approved piece.
Who are the engineers and what language do they work in?
Nearshore engineers in LATAM, working 100% in English, Spanish or Portuguese. You interview the engineer who will do the work.
Which companies build AI agents with you?
Autonomah is our published AI engineering case: a model architecture on Vertex AI with an independent panel of AI judges. The figures are on the case page.
Engineering practice around the model
The same practice runs on every repository we work in: infrastructure as code with encrypted state, production checked to run the exact build that was tested, architecture rules checked before code leaves the engineer's machine, and real-browser QA with accessibility checks.
For AI work, a model's output counts only after another check has judged it, and each judge is tested on known examples before use.
What does an AI consultant do?
An AI consultant should leave you with something running, not a slide deck. Our work starts from one real use case: we build the agent, write the evals that score its output on that use case, and measure the cost of each task. That is the AI Agent Pilot, USD 5,000 for 2 weeks. After it, you decide with numbers whether to extend it, change it or stop.
Tell us your case.
We reply to every request within 1 business day. We sign an NDA before the call if you ask.