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Assessments and diagnostics

Technical assessments that decide purchases, architecture, and incidents

One-to-ten-page documents that answer a business question with measurement: which server to buy, why the platform is slow, whether it's worth building a new product. Published on our own infrastructure, shareable with the client.

4
assessments delivered in 2026
789
audio files on the capacity assessment's test bench
2.4×
per-core difference measured between two chips — changed the purchase decision
Client
Online English school and others
Period
2026
Stack
Custom benchmarks · Direct APIs · HTML/PDF on own infrastructure

Real examples

  • Which server to buy — the initial recommendation was one platform; the benchmark showed that a 2015 chip with 2 cores delivered 2.4× more per core than the low-power 6-core chip. The rule that stuck: never a T/U-series chip for continuous workloads. The purchase decision changed.
  • Why the class platform is slow — there was real instability at the voice provider, but the structural problem was audio generated on click for static content, with no cache, where a failure turned into 2s of silence. Delivered an instrumented replacement and the recommendation to pre-render.
  • Is it worth building product X — assessment of a client idea: a defensible gap was identified, along with what already exists in the market.
  • Transcription capacity — the assessment that became the +38% case study.

How it’s done

Measure before proposing — even when the measurement kills the proposal itself. No number without a source makes it in. The assessment is published on its own page, with a link the client can forward. ward.