Observe the real workflow
Start with the work quality professionals actually perform, not a generic AI use case.
LEFTFOUNDING MANUFACTURER PROGRAMMEProof Sprint · £2,950–£4,500
ABOUT REPEATPROOF
Manufacturing experience.
Quality intelligence with boundaries.
RepeatProof is a UK-based manufacturing quality-intelligence business built around a simple idea: your quality system should remember what your organisation has learned. We help quality teams turn fragmented history into usable evidence without replacing the QMS or taking decisions away from accountable people.
BASEDUnited KingdomEXPERIENCE25+ years in manufacturing qualityDELIVERY MODELFounder accountable from assessment to closeoutMISSIONStart with what the organisation already knows
WHY REPEATPROOF EXISTS
Your quality history should
work harder.
Manufacturers have invested in QMS, ERP and document-control systems. Those systems remain essential—but they do not always connect related NCR, complaint and CAPA events or reduce the preparation burden around a new investigation.
RepeatProof creates usable Organisational Quality Memory around those systems. It surfaces potentially related events, previous actions and recurring patterns while the official record and every consequential decision remain with the customer.
Agree the evidence boundary
Define approved sources, named users, prohibited decisions and the authoritative system.
Measure before configuration
Record current effort, event volume, failure cost and lead time before making a value claim.
Scale only after proof
Production is recommended only when the customer-reviewed outcome supports it.
THE EXPERIENCE BEHIND REPEATPROOF
Built by a quality professional.
Shaped by manufacturing.
RepeatProof combines practical manufacturing-quality leadership with governed AI. The first offer starts with recurring NCR, complaint and CAPA work, where better use of history can be tested without replacing the QMS or weakening accountability.
25+YEARS IN MANUFACTURING QUALITY
CHRIS WILLIAMSON · FOUNDER, REPEATPROOF
Manufacturing quality leadership—not generic AI consulting
Chris Williamson is a global manufacturing-quality leader with more than 25 years of experience across aerospace, defence, automotive, engineered products and mission-critical manufacturing.
Across senior quality, operational and transformation roles, Chris has led global strategy, complex customer issues and multinational change programmes. He brings an executive perspective grounded in practical delivery—bringing people, process and evidence together to achieve meaningful improvements in quality, cost, delivery and operational performance.
Global quality leadershipMulti-site strategy, governance and customer qualityEnterprise QMS leadershipPractical ISO 9001 governance and implementationMeasured transformationLean Six Sigma, operational change and verified value
That experience shapes RepeatProof: start with the real workflow, make the evidence visible, measure value honestly and leave every material quality decision with the customer.
Founder-led delivery continuity
View Chris Williamson on LinkedIn ↗Chris remains accountable for scope, delivery governance, customer communication and closeout. Each engagement keeps its boundary, configuration, evidence lineage and handback documented. Work is accepted only within deliverable capacity; if founder availability threatens an agreed milestone, the customer is told promptly and the plan is paused, re-planned or closed out safely.
OUR PROOF POLICY
Trust grows from
specific evidence.
RepeatProof is early-stage. That should be visible, not disguised. These rules govern what appears on this website and in sales material.
No invented social proof
Customer logos, quotations and case studies appear only with explicit approval.
No implied certification
ISO, AS and IATF references describe customer environments—not RepeatProof certifications.
Models stay labelled
Illustrative calculations remain separate from observed or customer-verified results.
Limitations stay visible
Every Proof Sprint defines excluded decisions, data boundaries and conditions for scaling.
Current evidence status
RepeatProof is building its first customer-reviewed evidence base. Anonymised before-and-after measures will be published only when the customer has approved the methodology and disclosure. Until then, representative scenarios are clearly marked as illustrative.
Judge the method
before the company size.
Tell us about your operation and we’ll review whether the scope, evidence standard and governance approach are a credible fit.