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DIGITAL SME Summit 2026Moebiusol presenting · Brussels · 16 November
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Workflow configuration, source access and a measurable pilot protocol

Governed AI & Agentic Delivery

Design and pilot AI assistance for a specific engineering task, such as architecture review or implementation support. We define permitted sources, tool access, human and agent responsibilities, reusable skills and verification checks. Your team receives a configured workflow within the agreed scope, evaluation scenarios, pilot findings and enablement material before deciding on wider adoption.

AI workflow pilot
  1. 01Sources & tool access
  2. 02Skills & responsibilities
  3. 03Evaluation & review
Evaluate a specific engineering task before wider adoption.

Your starting point

Who this is for

  • Engineering teams introducing AI assistance into development or review
  • Organisations needing traceable sources and checks around agent contributions
  • Leaders evaluating a specific engineering workflow before wider adoption

Customer value

What this helps you do

An assessable pilot

Scenarios and acceptance checks give the team a basis for judging output quality and verification effort.

A handover the team can use

Workflow configuration, responsibilities and source-handling rules accompany the pilot findings.

Where we can help

Service scope

Define the task and acceptance basis

Choose an engineering workflow and identify the outputs, permitted sources, tool permissions and decisions that remain with responsible people. Agree what the pilot will test.

Configure skills and tool connections

Prepare the agreed workflow, reusable skills and connector configuration. Define drafting, specialist review and handover responsibilities without assigning permanent roles to a particular model provider.

Design retrieval and source handling

Specify knowledge sources, provenance and refresh responsibilities. Where memory is included, define what can be retained, how updates are reviewed and what gaps the workflow must expose.

Run and evaluate a bounded pilot

Exercise representative scenarios, including missing or contradictory source information. Review output quality, verification effort and unresolved findings against acceptance criteria, then provide adoption priorities and team enablement material.

Tangible outcomes

What you receive

  • Adoption assessment and configured pilot workflow within agreed scope
  • Human and agent task, review and acceptance responsibility map
  • Reusable skills, connector configuration and governed retrieval design
  • Evaluation protocol, pilot findings and team enablement material

Working with your team

How we work together

  1. Agree one workflow

    Define the task, permitted information, access requirements and acceptance criteria.

  2. Configure and exercise the pilot

    Prepare skills and connections, run representative scenarios and capture outputs and review effort.

  3. Review the adoption evidence

    Compare results with the acceptance basis, document limitations and hand over improvements and enablement material.

Illustrative engagement

Illustrative scenario: an engineering team wants agent assistance with architecture review. We define the permitted source set, assign drafting and challenge tasks, and require a responsible engineer to review the findings. A bounded pilot tests source attribution, missing information and contradictory requirements. Its evidence supports a decision about where the workflow helps and what needs improvement before broader team adoption.

Explore the Moebiusol Agentic Runtime product

Evaluate one engineering workflow with agents

Tell us which task you want to improve, which tools and sources it uses and how your team judges the result. We can scope a pilot and the evidence needed to assess it.

Pilot an AI workflow