We run AI in a controlled, measurable way, and within budget.
AI isn't finished just because it has been deployed once. Accuracy degrades over time, costs grow unchecked and data boundaries blur. We tie these three risks to operational discipline.
Data, accuracy and cost
Data and privacy
- A written definition of which data goes to which model, in which region
- Masking or excluding personal data in inputs
- Ensuring the assistant cannot access data beyond the user's permissions
- Verifying that provider contracts stipulate that data is not used for model training
- Auditable retention of questions, sources and answers
Accuracy and security
- Regular accuracy measurement with an organisation-specific evaluation (eval) set
- Grounding answers in documents and rejecting unsupported answers
- Testing against prompt injection and data exfiltration attempts
- Every model or prompt change must pass the eval set first
Cost management
- Token and request tracking by team, application and use case
- For each task, the model that is good enough, not the most expensive one
- Caching for repeated queries
- Budget alerts and cost comparison of service vs. own infrastructure
Usage policy and awareness
- A usage policy defining which data may be entered into which tool
- Approved tool list and detection of shadow usage
- Employee awareness training
- Mandatory human approval for high-risk use cases
- An architecture to which usage logging and human oversight requirements can be added later
Accuracy is measured monthly for every assistant in production. If the accuracy rate is declining, the cause is investigated and documented in the report.
Alongside this solution
AI Platform
In-house RAG assistants, AI agents and air-gapped deployment; KVKK-compliant.
Cybersecurity
SOC, penetration testing, Law No. 5651 compliance and Kuantum Pi for SMEs.
Analytics & Business Intelligence
Data warehouse, data lake and BigQuery; fast dashboards with Vispeahen and SU BOP.
A no-commitment start in three steps.
Discovery call
We spend 45 minutes understanding your environment and priorities. Free of charge.
Free initial assessment
After the meeting, a one-page note with initial findings and recommendations; the findings are yours to keep. A full health check and risk report are part of our accelerator packages.
Package or service
Start with an accelerator package or go straight to managed services.