The AI Velocity Report
Every quarter, we publish what most consultancies keep private: the AI tools we use, what we dropped, and the measurable impact on delivery speed and code quality.
Why we publish this
Talk Think Do runs a structured quarterly cycle: evaluate AI tools, deploy what works, measure outcomes, adapt. Most consultancies do some version of this internally. We publish ours.
The AI Velocity Report tracks our AI velocity metrics every quarter: the share of code that is AI-authored, delivery speed compared to traditional build, and defect rates. These are real numbers from production delivery, not marketing estimates.
Transparency in AI coding is something the industry needs more of. Most consultancies make vague claims about AI-augmented software delivery. We show the data: what changed, why, and what it meant for clients.
Every line of AI-generated code at Talk Think Do is reviewed by senior engineers, validated by ISTQB-qualified QA, and delivered within our ISO 27001-certified security framework.
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