Estma services
Six capabilities. One accountable engagement.
Start with the pressure point. The scope can combine capabilities when the system crosses product, security, workflow and cloud boundaries.
All Estma services
AI implementation
Move a useful AI idea from prototype to an owned production system, with the integrations, controls, evaluation and handover it needs to survive real use.
First engagement: Architecture sprint, 2–3 weeks
Evaluation systems
Turn quality from a subjective demo reaction into a repeatable operating system of datasets, evaluators, trace review and production signals.
First engagement: Evaluation baseline, 3–5 weeks
AI security
Assess and improve the security of AI-enabled applications across prompts, data, APIs, identities, tools and cloud infrastructure—not only the model endpoint.
First engagement: AI security assessment, 2–4 weeks
Governance support
Translate AI policy and risk expectations into inventories, decision records, controls, evidence and operating responsibilities a team can actually maintain.
First engagement: Governance baseline, 3–5 weeks
Automation
Replace brittle manual handoffs with observable workflows that connect the tools a team already uses, preserve approvals and handle exceptions deliberately.
First engagement: Automation discovery, 1–2 weeks
IT and cloud
Create the access, deployment, monitoring, backup and support layer that lets a small team run modern software and AI services without avoidable operational fragility.
First engagement: Operational baseline, 2–3 weeks
If the category is unclear
Name the decision, not the service.
- Can this AI workflow be released?
- Implementation + evaluation + security
- Why does quality keep changing?
- Evaluation + observability
- Can this agent act safely?
- Security + implementation + governance
- Should this process be automated?
- Automation + cloud operations
- Can we show how this system is controlled?
- Governance + evaluation + security
No polished brief required