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Infrastructure Engineering
Design, repair, or simplify software, data, and AI systems so they remain reliable and maintainable.
Use When
- -Technical debt is compounding
- -Reliability or legibility has degraded
- -Governance and observability are insufficient
Deliverables
- -Assessment report
- -Remediation plan
- -Runbooks and operational documentation
- -RAG, LLM workflow, and agent design notes when applicable
Entry Criteria
What must be in place before this engagement begins.
- -Access to current system architecture (software/data) and operational data
- -Agreement on evaluation and safety constraints for AI systems
- -Change control owner identified
Process
01
Intake and scope definition
Minimal, verified movement.
02
Constraint mapping and system baseline
Minimal, verified movement.
03
Decision path design and trade-off review
Minimal, verified movement.
04
Client execution with oversight, or hands-on implementation when access allows
Minimal, verified movement.
05
Verification, controls, and stabilization
Minimal, verified movement.