Reviews

Client feedback and example outputs

Feedback is added here after client approval. The example audits below show the format of a fixed-scope £800 review: one question, a structured evidence trail, clear risks and practical next checks.

Client feedback

Reviews from booked work

Clients can submit feedback after a discovery call, single-question review, full system review or monitoring note. Public reviews are only shown after permission is confirmed.

Reviews pending approval

Client reviews will appear here

Public feedback is added only after permission. This keeps the page accurate while still giving clients a simple way to submit their review.

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Demo audits

Three single question example audits

Each demo follows the same pipeline: entity, features, view vectors, LSS, global metrics, temporal drift and a domain dashboard. Values are synthetic and for demonstration only.

Demo 01 / Crypto

Crypto Multi-View Risk Audit

Tests whether a crypto project still matches its stated category once market, usage, developer, infrastructure and geography views are compared.

taxonomy bridge exposure provider drift

Demo 02 / Property

Property Infrastructure Readiness Audit

Reviews whether a site has real infrastructure-linked optionality or whether the data-centre narrative is moving ahead of grid, fibre and planning evidence.

power fibre planning gate

Demo 03 / AI infrastructure

AI Infrastructure Risk Audit

Tests whether an AI growth story has the compute, data pipeline, deployment and cloud-region base to support the public narrative.

compute cloud concentration deployment risk