Process assessment and AI integration
Artificial intelligence, governance and training
Introducing artificial intelligence starts by identifying activities that may benefit from it and defining the intended outcomes. We assess feasibility, integration with existing systems, and the technical and organisational conditions needed to produce verifiable results.
Before selecting models, services or platforms, organisations need to understand the process involved, data quality and availability, operational constraints and risks. A solution is useful when it improves an activity and its results can be reviewed by those responsible for it.
Operational contexts
- An organisation wants to identify administrative or business activities where AI may deliver useful outcomes.
- Analysis, search or automation capabilities need to be integrated with existing documents, applications and databases.
- A project needs clear rules for access, data protection, output checks and operational responsibilities.
- Managers and staff need the knowledge to evaluate AI tools and use them appropriately in their work.
Technical activities
- Analyse processes, identify requirements and establish indicators to assess the results of an intervention.
- Evaluate technical alternatives and design integration, including LLMs, RAG and agentic systems where appropriate.
- Define rules for data access, operational safeguards, human oversight and verification of results.
- Provide training and operational support, including role-specific AI literacy.
Outputs and documentation
Engagements may include feasibility studies, risk assessments, functional requirements, integration architectures, prototypes, validation criteria and operating procedures. Deliverables are agreed in relation to the process and intended results.
Delivery approach
Our consulting combines experience in software, infrastructure and AI with organisational analysis. Technology selection follows the definition of objectives, requirements, data and operating conditions, including the skills needed to use and review the resulting system.
Next steps
An initial discussion establishes the environment, objectives, constraints and scope of any proposed engagement.