AVISDATA CENTER

FOUNDER-SIZED ENGAGEMENTS

Buy a useful outcome.
Not an infrastructure mystery.

Begin with a defined question, workload or control gap. Every engagement states what you receive and what remains outside the scope.

01AVAILABLE NOW

AI Workload Architecture Review

For founders deciding how an AI product should be hosted or evolved.

You receive

  • Workload and dependency map
  • Recommended architecture and alternatives
  • Security and data boundaries
  • Major cost drivers and readiness gaps
  • Practical next-stage plan
02AVAILABLE NOW

Platform Decision Brief

For teams comparing Vercel, E2B, Daytona, Modal, serverless, cloud VMs, Kubernetes or dedicated infrastructure.

You receive

  • Decision criteria and shortlist
  • Fit and non-fit analysis
  • Build-versus-buy assessment
  • Lock-in and portability considerations
  • Recommended choice with assumptions
03SCOPED PILOT

Controlled AI Workload Pilot

For proving one representative workload before a larger migration or production commitment.

You receive

  • Approved pilot environment
  • Workload, network and secret boundaries
  • Execution logs and result artifacts
  • Independent verification report
  • Production recommendation and limitations
04AVAILABLE NOW

AI Launch Control Pack

For working products that need production discipline around identity, releases and operations.

You receive

  • Identity and access model
  • Secret and environment design
  • Release and rollback procedure
  • Health, logging and alerting plan
  • Incident and escalation runbook
05AVAILABLE NOW

Recovery Readiness Review

For understanding whether important data and services can actually be recovered.

You receive

  • Critical state and dependency map
  • Recovery objectives and ownership
  • Backup and snapshot review
  • Isolated restoration-test design
  • Gaps and acceptance criteria
06DESIGN AVAILABLE

Managed AI Operating Design

For founders who need a clear model for monitoring, change, recovery, cost and decision authority.

You receive

  • Operating responsibility matrix
  • Monitoring and incident model
  • Change and approval policy
  • Capacity and cost-review rhythm
  • Automation and human decision boundaries

CLEAR COMMERCIAL BOUNDARY

A proposal follows the workload brief.

Scope, timing, platform charges, access, support and acceptance are agreed before work begins. No page on this website is a capacity reservation, production SLA or infrastructure commitment.

Prepare a workload brief Selected strategic partnerships