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Takeover & AI retrofit2026

Taking over BSP Blueprint mid-build — without resetting the clock

A behavioural-science platform inherited mid-build from a previous agency: delivery continuity from week one, an AI coaching capability completed inside the client's own methodology, and roughly 30% lower run-rate with more shipped per sprint.

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Context

BSP Blueprint, a PCS Global product, is a behavioural-science platform: structured assessments that map how people think and decide, with a vision of AI coaching built on top of that methodology. When we met the team, the product was mid-build with another agency — real code, real spend, and momentum draining away.

The takeover

The reflex answer to an inherited codebase is "we'd have to rewrite it," because starting clean is easier to quote. We did the opposite: assessed what existed, kept what was worth keeping, and took over the build from where it stood. Delivery cadence carried through the handover — the switch cost the roadmap weeks of transition, not a reset to zero.

The engagement runs as an embedded senior pod, with delivery management of the broader engagement alongside it — one accountable partner instead of another vendor to coordinate.

The work

  • Completing a mid-build platform — working inside inherited architecture and decisions, salvaging the client's prior investment instead of writing it off.
  • The AI retrofit — an AI coaching capability grounded in the client's own behavioural-science methodology. The model has to stay inside the science; an LLM freelancing generic advice would undermine the intellectual property the product is built on.
  • Handling sensitive data properly — assessment results are personal; the boundaries around them are structural, not aspirational.

Where it stands

The engagement is live and in progress. Velocity is up on the prior agency's pace, at roughly 30% lower run-rate — more shipped per sprint, for less. The product is on its path to launch, and this page will grow as it does.

Why it matters

This is the engagement our Build Audit front door is built on: proof that inherited codebases can be finished rather than rewritten, that a takeover doesn't have to reset the clock, and that adding AI to an existing product is a repeatable motion — not a hypothetical on a services page.

Building something similar?

You'll have a written proposal within 48 hours: scope, timeline, and cost.