AI Engineering Audit
Before spending on a larger engagement, know where your team actually stands. This two-week diagnostic runs the full AI maturity assessment across your team, benchmarks your position, and delivers a prioritized roadmap of exactly what to fix, ranked by business impact. You leave with the answer to your board's question: where are we, and what do we do next?
You've been spending on AI tools for months and can't quantify what changed. You need a baseline before committing to more.
Your board or investors are asking about your AI strategy. You want a real benchmark, not a slide deck.
You're about to invest in a longer engagement and want to know exactly what you're fixing before you start.
You completed the online assessment and want a deeper, human-led evaluation with specific recommendations.
You want an independent view of where your team stands, from someone who's built AI-native engineering at scale.
The WhiteField L1-L4 framework run across your team across all five dimensions: not a self-reported survey, an independent evaluation.
Where your team sits today, scored and benchmarked. A before-state you can present to your board and use to measure future progress against.
Not a backlog: a sequenced list of the highest-ROI fixes, ranked by business impact, with the reasoning explained so your team can own the execution.
One working session with Irfan on your highest-priority item. Design the solution together, not just identify the problem.
Full AI maturity assessment run across the team. I review the codebase, interview key engineers, and evaluate all five dimensions: context, adoption, testing, delivery, and measurement.
I deliver the benchmark report and prioritized roadmap. We run the architecture session on your highest-priority fix. You leave with a clear picture and a specific plan.
What happens after the audit?
The roadmap will show you whether your highest-value next step is building consistent team-wide AI practices or going straight to agents in production. Most audit clients convert to one of the two sprint engagements, but there's no obligation. The audit is complete and actionable on its own.