Inference Telemetry for Product Teams
Instrument model calls, session context, and outcome events so product managers can read latency and confidence without waiting on a research sprint.
Neuralappnet
Application analytics built around how neural models behave inside real products — not lab notebooks.
2,840
Practitioners enrolled since 2022
37
Product teams across the UK & EU
11 wks
Typical flagship completion window
Programmes
Courses shaped for shipping teams
Each programme connects instrumentation, dashboards, and decision rituals so inference analytics become part of weekly product rhythm.
On-Device Signal Desk
A compact path for mobile and edge teams who need privacy-aware sampling of on-device inference without flooding the analytics warehouse.
Why Neuralappnet
Three habits that keep inference readable
Event grammar, not vanity charts
We teach a shared vocabulary for request, model version, confidence band, and user outcome — so dashboards stop arguing with themselves.
United Kingdom product cadence
Examples and case studies reflect UK and EU shipping cycles, privacy expectations, and stakeholder reviews that actually happen on calendars.
Limitation-aware coaching
Every programme names what telemetry cannot prove. You leave knowing which questions still need qualitative research.
Voices
From people who sat with the data
“The module on confidence-band histograms changed how we triage false positives in our recommendation surface. I still wish the cost-attribution lab had more Android edge cases.”
Amelia Crowe · Product Analytics Lead, Leeds
“We used the Inference Telemetry syllabus to rebuild our weekly review. Latency percentiles finally sit next to conversion, not in a separate Slack channel.”
Client in fintech · London
Next step
Bring inference analytics into your product week
Start with a programme, or ask us how Signal Desk coaching fits a UK-based team already mid-migration.
