Services / 05
AI Integration
Add a focused AI capability to a product or workflow with explicit context, evaluation criteria, safeguards, and human control.
Services
When you need it
- A product feature could benefit from intelligent search or recommendations.
- A workflow includes repeated extraction, classification, or summarization.
- Users need generation or decision support grounded in business context.
- Relevant data and representative examples are available.
- Uncertain results can be reviewed or handled safely.
Services
What’s included
- 01
Use case and boundaries
We define the user need, expected output, constraints, risk level, and role of human review.
- 02
Data and context
We determine what information the AI needs and what access and privacy rules apply.
- 03
Solution and integration
We select a project-appropriate approach and connect it to the relevant product, data, and workflow.
- 04
Evaluation and safeguards
We define test cases, quality criteria, prohibited outcomes, fallback behaviour, and escalation paths.
- 05
Observability and documentation
We document prompts, context sources, limitations, evaluation results, and operating rules.
- 06
Agents that keep working
Where the case calls for it, we set up agents that stay with the product after launch: walking documented flows, reporting divergences, and keeping the description current.
Services
Process
- 01
Frame the use case
We define the user, task, expected value, constraints, and conditions where AI should not act.
- 02
Test feasibility
We evaluate suitable approaches using representative examples and project-specific criteria.
- 03
Integrate the capability
We connect the selected solution to the required product or workflow.
- 04
Validate controls
We test quality, permissions, failure modes, fallback paths, and human review.
- 05
Introduce and monitor
We prepare the capability for use, establish monitoring, and hand over living documentation.
Every service runs on the same delivery system: documented flows become executable scenarios that agents check before you see an increment.
How our delivery worksServices
Result
You receive an integrated AI capability for the agreed use case, together with its evaluation criteria, safeguards, monitoring approach, fallback behaviour, and documentation.
Have a specific task where AI might help?
Let’s define the use case, evidence, constraints, and controls before choosing a solution.