ADMIN MODE G2 paste /for-cerve/
A note for Cerve

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.

The system

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.

Step 1

Collect

Eight public sources — UK regulators, Nordic recall feeds, trade press, practitioner forums.

10 active sources

Step 2

Classify

Claude Haiku tags each finding by relevance, category, theme, geography, and urgency.

0 classified · last 30d

Step 3

Categorise

Signals grouped into six F&B-relevant categories — recalls, regulatory, procurement pain, ops risk, market intel, industry news.

6 categories

Step 4

Map to solutions

Each category feeds one or more of Cerve's six published solutions — many-to-many.

7 links

Step 5

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

PO processing 0 signals · 0 high Invoice reconciliation 0 signals · 0 high Product data enrichment 0 signals · 0 high Rebate validation 0 signals · 0 high Shipment tracking 0 signals · 0 high EPR compliance 0 signals · 0 high Cerve solutions SSC pipeline collectors 10 active sources findings 0 last 30 days classified 0 AI taxonomy Recalls 0 signals Regulatory 0 signals Procurement pain 0 signals Market intel 0 signals Ops risk 0 signals Industry news 0 signals Categories
Last 30 days · 0 classified signals across 6 categories
PO processing
Standardising purchase orders across fragmented supplier formats.
0 signals · 0 high
Invoice reconciliation
Three-way matching across PO, delivery, and invoice.
0 signals · 0 high
Product data enrichment
Filling supplier catalogues with allergens, dietary, sustainability and provenance data.
0 signals · 0 high
Rebate validation
Ensuring negotiated rebates actually get paid against actual volumes shipped.
0 signals · 0 high
Shipment tracking
Visibility on delivery state across logistics partners.
0 signals · 0 high
EPR compliance
UK Extended Producer Responsibility data and reporting.
0 signals · 0 high

This week's read

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.

· 10 signals · 1 high relevance

Supplier vetting complexity dominates a quiet week as shell company risk surfaces in procurement

A low-volume week surfaces two persistent operational frustrations: the opacity of international supplier ownership structures and the everyday friction of freight carrier management. No recalls this week, but the underlying signals point to due diligence and logistics data gaps that don't go away in quieter periods.

If I were on customer ops this week

It's a quiet week on recalls and regulatory movement, so I'd use the breathing room to do some proactive account hygiene. I'd pull a list of customers who have international supplier relationships — particularly in regions known for complex ownership structures — and check whether their supplier records include any ownership or parent-entity fields at all. If those fields are blank or inconsistent, that's worth flagging to the data team as a gap to address before it becomes urgent. On the freight side, I'd reach out to any customers who've recently added new carrier relationships and ask whether they're managing quotes in a spreadsheet or somewhere we can see — it's a good conversation opener and often surfaces workflow pain we can actually help with. I'd also note the food inflation signal from The Grocer to any customers in UK retail-facing roles — not because it changes anything operationally this week, but because it's the kind of market context they'll appreciate us tracking on their behalf.

See the full snapshot →


Why this exists

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