AI Readiness & Architecture Audit
A rigorous deep dive into your infrastructure, data pipelines, and AI security.
Engagement Overview & Philosophy
Deploying generative AI onto fragmented, insecure legacy databases is a recipe for catastrophic hallucinations, compliance breaches, and spiraling GPU compute bills. Our AI Readiness & Architecture Audit provides executive teams with an unbiased, forensic inspection of their technical foundation.
Over 5 business days, our Principal AI Architects perform static code analysis, inspect data schemas, test existing APIs for latency bottlenecks, and evaluate prompt injection vulnerabilities. We deliver an actionable diagnostic report outlining exact remediations, compute budget forecasts, and a sequenced implementation matrix.
Phase-by-Phase Execution Timeline
Technical Discovery & Code Inspection
Deep inspection of git repositories, database schemas, API payloads, and existing software integrations.
- Data lineage & hygiene assessment
- Vulnerability scan for prompt injection and credential leaks
Token Economics & Architecture Modeling
Benchmarking query latency, calculating token consumption models, and evaluating sovereign cloud boundaries.
- Compute cost projections across model tiers (SLM vs. Frontier)
- Target architecture diagram with zero-egress compliance filters
Executive Presentation & Handover
Presenting the comprehensive findings to your CTO, VP Engineering, and technical leadership team.
- Complete written 25+ page diagnostic audit document
- 90-minute recorded executive presentation and Q&A session
Contractual Deliverables & Asset Handover
CTOs, VPs of Engineering, and Technical Directors planning major AI upgrades.
Commercial Assurance
Actionable roadmap that uncovers at least 2x the audit investment in efficiency gains.
Ready to Transition from Legacy Operations to Autonomous AI Efficiency?
Schedule a 45-minute confidential architectural consultation with our London Principal AI Architect. We will dissect your bottlenecks, assess feasibility, and outline an actionable implementation roadmap.