3 Week AI Consultation
Purpose This is the starting point for organizations that want to move from AI interest to reliable, operational results. The package delivers a clear-eyed evaluation of where AI can create measurable impact inside your existing processes—and where it cannot—without over-promising or introducing unnecessary complexity.
What We Examine
Current data sources, system constraints, and process realities on the floor or in engineering workflows
Highest-value opportunities (downtime reduction, knowledge retrieval, quoting speed, quality monitoring, etc.)
Security, edge, or air-gapped requirements
Organizational readiness: documentation standards, operator trust, and handover needs
Quick wins versus longer-term investments
How the Work Unfolds
Discovery & Constraint Mapping – Structured conversations with operators, engineers, and leadership plus a focused review of existing data and systems.
Feasibility & Risk Analysis – Honest assessment of what is practical now versus what would require additional instrumentation or process changes.
Prioritized Opportunity Roadmap – Ranked recommendations with expected impact, effort, and risk for each candidate use case.
Clear Next-Step Recommendations – Specific, actionable options ranging from a lightweight pilot to a full custom-agent engagement.
What You Receive
A concise written report (typically 8–15 pages) that states findings in plain engineering language
A prioritized opportunity matrix with rough effort and impact estimates
Recommended architecture sketches for the highest-value use cases
A clean handover package so your internal team can act on the findings independently if desired
Optional follow-on scoping session to turn the top recommendation into a fixed-scope implementation proposal
Why This Approach Most AI conversations begin with demos and end in stalled pilots. We begin with constraints and end with a realistic path forward. The deliverable is designed so that even if you never engage Citadel again, you leave with clearer judgment and a usable plan.
Purpose This is the starting point for organizations that want to move from AI interest to reliable, operational results. The package delivers a clear-eyed evaluation of where AI can create measurable impact inside your existing processes—and where it cannot—without over-promising or introducing unnecessary complexity.
What We Examine
Current data sources, system constraints, and process realities on the floor or in engineering workflows
Highest-value opportunities (downtime reduction, knowledge retrieval, quoting speed, quality monitoring, etc.)
Security, edge, or air-gapped requirements
Organizational readiness: documentation standards, operator trust, and handover needs
Quick wins versus longer-term investments
How the Work Unfolds
Discovery & Constraint Mapping – Structured conversations with operators, engineers, and leadership plus a focused review of existing data and systems.
Feasibility & Risk Analysis – Honest assessment of what is practical now versus what would require additional instrumentation or process changes.
Prioritized Opportunity Roadmap – Ranked recommendations with expected impact, effort, and risk for each candidate use case.
Clear Next-Step Recommendations – Specific, actionable options ranging from a lightweight pilot to a full custom-agent engagement.
What You Receive
A concise written report (typically 8–15 pages) that states findings in plain engineering language
A prioritized opportunity matrix with rough effort and impact estimates
Recommended architecture sketches for the highest-value use cases
A clean handover package so your internal team can act on the findings independently if desired
Optional follow-on scoping session to turn the top recommendation into a fixed-scope implementation proposal
Why This Approach Most AI conversations begin with demos and end in stalled pilots. We begin with constraints and end with a realistic path forward. The deliverable is designed so that even if you never engage Citadel again, you leave with clearer judgment and a usable plan.