# Let's take your AI pilot into production.

> We take your AI pilot reliably into production: readiness assessment, evals, guardrail testing, integrations, production monitoring and a maintenance model.

Page: https://semantly.fi/en/pilots-to-production  
Language: English  
Also in: [Suomi](https://semantly.fi/piloteista-tuotantoon.md)

Plenty of AI pilots work in the demo and then stall before production. We work as your partner to turn the pilot into a reliable, measurable and maintainable part of your business.

## Typical delivery

- Production-readiness review
- Quality criteria and evals
- Security and guardrail testing
- Monitoring and maintenance

## From demo to dependable service.

In a pilot it's enough that the answer is usually right. In production you need to know how often it's right, why it isn't always, and what that costs.

### Production-readiness assessment

We review the pilot end to end: architecture, data, quality, security and cost. You get a clear list of what it takes to go to production.

### Quality criteria and evals

We define what a good answer means and build the tests that verify quality before every release.

### Security and guardrails

We test for prompt injection, data leakage and misuse before the solution is opened up to real users.

### Integrations and scalability

We connect the pilot to your real systems and size it for your actual users and load.

### Production monitoring

Tracing, dashboards and alerts, so you can see how the solution performs with real users and what it costs.

### Maintenance and further development

We agree on ownership and a maintenance model. Your team can develop the solution on its own or together with us.

## How we work.

A phased delivery where every phase has a clear outcome.

1. **Assessment.** We review where the pilot stands and what it needs for production, and prioritise the work together.
2. **Quality assurance.** We build the evals and guardrail tests and measure quality before release.
3. **Go-live.** With integrations, security and monitoring in place, the solution goes live in a controlled release.
4. **Continuous improvement.** Monitoring and evals keep running in production, and the solution improves based on data.

## Other services

- [Evals and guardrails](https://semantly.fi/en/evals-and-guardrails.md): Automated quality scoring and systematic testing against misuse.
- [MCP servers and MCP Apps](https://semantly.fi/en/mcp-servers.md): Your product's data and actions inside AI assistants, with interactive views.
- [Agent observability](https://semantly.fi/en/agent-observability.md): Tracing, analytics and dashboards: see what your agent does and what it costs.

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Semantly (Screenful Oy, Helsinki). Contact: hey@semantly.fi · [Book an assessment call](https://semantly.fi/en/contact)