- Critical bottleneck and spend-leak shortlist
- Top next actions by impact, urgency, and effort
- Executive memo for decision makers
Commercials
Engagement shapes without fixed price cards
AI, cloud, launch risk, and performance work cannot be priced honestly from one number before diagnosis. This page keeps format guidance instead of a public price list.
Engagement options, not fixed price cards
The commercial shape depends on access, urgency, system size, and business risk. Use these options to choose the right starting point; the actual scope is calibrated after intake.
- Cost-per-request and cost-per-inference baseline
- Guardrails for spend, capacity, and anomaly response
- Weekly control loop for engineering, product, and finance
- Realistic load and dependency scenarios
- Capacity, stability, and rollback boundaries
- Go / No-Go packet for decision owners
- Architecture, SRE, FinOps, and AI infra decision support
- Backlog governance and team mentoring
- Leadership reporting on risk, scale, and spend
- Audit stream across performance, reliability, AI, and cloud efficiency
- Custom expert squad and governance model
- Delivery oversight with executive reporting
FAQ
Do you need production access?
Not at the start. We can begin with read-only observability, cloud billing exports, architecture context, and controlled test data.
Is this an AI automation project or consulting?
It is advisory with practical AI-assisted operations. The output is a control loop: what to monitor, what to automate, when humans decide, and how owners review it.
Do you implement code and infrastructure changes?
The core format is diagnosis, governance, and decision support. Implementation support can be scoped when the risk and ownership model is clear.
Why no fixed prices?
Cloud, AI, and scale risk depend on traffic shape, data access, regulated constraints, and team ownership. The site shows engagement shapes; commercial scope follows diagnosis.
How quickly do we get useful output?
The first useful output is a ranked signal map and owner-ready action list, once access and telemetry context are in place.
What is the cleanest entry point?
If the pain point is already clear, use the fast request. If you need to choose between speed, AI/cloud cost, launch readiness, and incident intelligence, start with the short call.