Trust & AI Governance
AI-first. Human-approved. Fully accountable.
B4Code is built on a simple principle: AI should accelerate the work, not replace the judgement. This page explains how we govern AI use in our operating model.
Human validation, always.
Every specification B4Code produces is reviewed and approved by a qualified human expert before handover. AI generates structure; humans validate it. No exceptions.
Accountable outputs.
Every specification carries a validation record — who reviewed it, what was checked, and when it was approved. Accountability is built into the process, not bolted on.
Your data stays yours.
Client data, requirements and business context are used solely to deliver your engagement. We do not train models on client data. We do not retain or share it beyond the engagement.
Transparent AI use.
We are explicit about where AI is used in our process — and where it is not. AI accelerates intake and structuring; human judgement governs validation and sign-off.
How AI is used in B4Code engagements
Capture
AI:
AI assists with structured intake, transcription and requirement extraction from source documents.
Human:
Human expert reviews all captured requirements for completeness and accuracy.
Structure
AI:
AI generates the Epic → Feature → Story hierarchy from captured requirements.
Human:
Human expert reviews and adjusts the structure for correctness and business alignment.
Validate
AI:
AI checks for gaps, contradictions and missing edge cases across the specification.
Human:
Human expert reviews all validation findings and provides final sign-off.
Transfer
AI:
AI assists with packaging and formatting the specification for handover.
Human:
Human expert reviews the complete package before delivery to the client.
Questions about our AI governance or data handling? We are happy to discuss.
Get in touch →