Make it write truthfully.
In a nutshell
What it is
A fixed-scope sprint that audits your AI use cases for reliability risk, designs the constraint architecture that makes hallucination structurally difficult, and proves it works with a pilot under real conditions.
What you get
Use case assessment, architecture design with verification framework, pilot implementation, and a scaling playbook your team can execute without us.
Who it's for
Technology leaders, CEOs, and operations teams whose AI produces impressive demos but unreliable outputs in production.
4 weeks · From £24,000
Could be on your desk by the 26 May
The model is not the problem.
The absence of constraints is.This sprint designs the architecture that makes AI fail detectably, not silently. Verification built in, not bolted on. One senior consultant. Direct access. No handoff.
How we get there
01
Scoping callYour AI use cases, current failure modes, and where reliability breaks down. Which outputs need factual accuracy. Which tolerate approximation. Where hallucination has already caused damage.
02
Use case prioritisationWe triage use cases by consequence of failure. Which need full constraint architecture. Which need lighter guardrails. Which need human-in-the-loop. Which are safe to automate.
03
Constraint architectureKnowledge boundaries that prevent invention. Source requirements that force grounding. Structured outputs that limit what the model can produce. Verification loops that catch errors before they reach anyone.
04
Verification layer buildThe layer that checks outputs against sources, validates claims, scores confidence, flags uncertainty, and routes edge cases to humans.
05
Pilot under real conditionsReal data, real processes, real edge cases. Reliability measured, not assumed. Accuracy rates, failure patterns, verification effectiveness.
06
Handoff and scaling playbookFull walkthrough of every design decision and pilot result. Architecture, verification framework, pilot data, and scaling playbook. Everything you need to operate and extend.
Clear deliverables
Who leads this sprint
Senior consultants. Direct access.
These are the consultants who can lead this sprint. Explore their profiles and connect directly with the one who fits your situation.
Ray Tarantino
Marketing Strategy & Operations · 20+ years
The things that actually move a business tend to be the things nobody is tracking.
Location
UK, Italy
Silvia Scherini
Strategic Marketing & Brand Operations · 20+ years
Closes the gap between the deck and the outcome.
Location
Italy
Lapo Brogi
Brand Intelligence & Marketing Strategy · 25+ years
Builds the marketing culture that makes the team work.
Location
Thailand
Ready to make AI reliable?
30-minute scoping call. No obligation. No pitch.
Every engagement starts with a scoping call. Same price. Shaped to your situation.