AI Context & Token Efficiency Audit

£450 GBP — no VAT added.
A human-led review of one agreed AI workload’s high-level context, token-use and operating-cost decision space.
Includes: a manual scope review, a working session after acceptance, a context and token-use decision map, and concise human-written recommendations.
Excluded: production access, provider configuration, automated optimisation, prompts or logs, source code, credentials, customer-data processing, savings guarantees, security certification and implementation.
Payment reserves a manual scope review and supplies the Buyer Pack. Use non-sensitive, aggregated workload descriptions only. Seller: Q9 TRADE LIMITED trading as Saulius Systems. Buyer terms and refund conditions apply.