I built SSC to organise my own thinking about the Customer Operations role — not to pitch you a tool.
Eight public sources across the UK and Nordic food & beverage industry, classified weekly. This page shows how the signals SSC sees map to the six solutions you publish.
The mapping is my interpretation, not yours — I'd be interested to learn how Cerve categorises this work in practice. Counts are live from the last 30 days.
How SSC feeds Cerve's six solutions
The diagram below shows the same pipeline in topology view — many-to-many relationships between categories and Cerve solutions. Click a solution or a category to highlight what connects.
Collect
Eight public sources — UK regulators, Nordic recall feeds, trade press, practitioner forums.
10 active sources
Classify
Claude Haiku tags each finding by relevance, category, theme, geography, and urgency.
0 classified · last 30d
Categorise
Signals grouped into six F&B-relevant categories — recalls, regulatory, procurement pain, ops risk, market intel, industry news.
6 categories
Map to solutions
Each category feeds one or more of Cerve's six published solutions — many-to-many.
7 links
Present
Weekly snapshot rendered by Sonnet — headline, gaps, voice of the market, and one operational recommendation.
~$0.05 per snapshot
Hover or tap a solution or a category to highlight its connections
What SSC is saying right now
The mapping above runs against live data. Below: a curated sample from this week's snapshot — headline, broader pattern, and the operational recommendation.
The thinking behind it
The Customer Operations Associate role is largely about pattern-detection from inbound signals — what's breaking, what's missing, what's worth flagging to engineering. The role description on your jobs page describes "spotting patterns that shape how the product evolves" and "flag issues before they escalate".
SSC is what that looks like applied to the external world rather than the inbound customer queue. Eight public sources across the UK and Nordic food & beverage industry, classified by a small AI pipeline, summarised once a week. It runs on PHP and SQLite, costs about five cents per snapshot, and was built without a build pipeline.
If any of this is interesting, the live feed shows it in operationand the full snapshot for this week is one click away.
— Andreas Persson · Göteborg · andreas@perssonofsweden.com