Always-on Revenue Leak Detection
Your whole business, already read — every retailer, every SKU, every refresh. An AI agent that knows your business finds the leaks, sizes them in dollars, and pushes each one to the person who can act. Then it measures the impact of whatever action you take — good or bad.
The number softens. The team scrambles. The leak keeps running.
CPG teams spend heavily on reports, retailer portals, spreadsheets, and internal data work. Your analyst works the largest gaps first — as they should. What sits below that line never gets looked at, and by the time it reaches the topline it is already the new normal.
- Productive SKUs go dark in stores where shoppers were buying.
- Velocity erodes while distribution still looks stable.
- Low-turn SKUs keep space while stronger items stay constrained.
- Five sources, five versions of the truth — and no time to reconcile them.
Availability. Distribution. Momentum.
MagneticML names the kind of leak you’re looking at, so teams know where to investigate first. Assortment and pack mix isn’t a fourth alert type — it’s one of the explanations the agent tests when momentum slips.
Availability
Can shoppers actually buy the product where demand exists?
Distribution
Are you losing shelf you already won — doors, ACV, authorizations?
Momentum
Is demand weakening before the slowdown becomes obvious?
Momentum runs for every client — it needs sales history and nothing else. Availability and Distribution depend on what your data carries: an in-stock feed for one, coverage or door counts for the other. We tell you which ones your data supports before you buy, not after.
Not deductions recovery. Deduction tools claw back money retailers already owe you on invoices. MagneticML finds the revenue you’re not earning at the shelf — before it compounds.
Not just “insights.” Complete decision-ready signals.
Each one states what changed, why it matters, the commercial impact, and what to do next. Real output from our demo brand — the shipped pipeline, not a mockup. Northpaw is fictional and every artifact says so on its face.
From messy data to a measured dollar.
First signals inside two weeks — and every finding followed until the dollar is real.
However your data arrives
We pull it, you send it, or we connect to your warehouse. Units, formats, and calendars normalized.
One model of your business
Products, retailers, channels, and calendars lined up into one definition every alert is built from. You own the data it runs on.
The agent reads every refresh
Every item, every account, every week — it investigates what looks off, names it availability, distribution, or momentum, and clears its own false alarms.
An alert with the proof attached
Dollar-sized, scoped to what each person owns, carrying a permanent Revenue Action id and its one-page Evidence Brief.
We track what happens next
Respond right from the brief — what you’ll tackle, what you won’t, and what you already knew about. Then we measure the result — giving you the evidence, good or bad.
Catch leaks earlier. Diagnose them faster. Act sooner.
One week of the sample digest above carried $176K at risk across three findings. MagneticML starts at less than half the cost of one category analyst — and it reads every item, every account, every refresh, without ever taking a week off.
Hours back every week
The agent combs every refresh before your week starts, so no one burns Monday hunting for what changed.
More coverage per analyst
Support more retailers, SKUs, and business units without burning out the team.
And a number your CFO can audit rather than accept: every dollar we report traces to one finding, one monitoring window, and one person who confirmed it.
Priced on data sources. Never on people.
A data source is one system we take data from and keep running — Shopify, Amazon Seller Central, a Nielsen panel, a retailer portal, your 3PL. We pull it, you send it, or we connect to your warehouse. Advanced fits most multi-retailer brands.
Focus
For a brand selling through a handful of places.
- Up to 3 data sources
- Unlimited recipients
- Two weekly alert digests — each scoped to a retailer or business area
- One weekly leadership summary
- We do the data work, however it reaches us
- Ongoing self-serve agent tuning
Advanced
For scaling brands managing multiple retailers and channels.
- Up to 10 data sources
- Unlimited recipients
- Unlimited weekly alert digests and summaries — each scoped to a retailer, channel, or team
- We do the data work, however it reaches us
- Ongoing self-serve agent tuning
- Quarterly re-tuning session, led by us
Enterprise
For mature organizations operating across large retail networks.
- Custom agent detectors — if your team worries about it, our agent monitors it
- Unlimited data sources scoped to the business
- Unlimited recipients
- Unlimited alert digests — daily, weekly, or monthly
- We do the data work, however it reaches us
- Unlimited tuning — self-serve and MML-led
Every plan includes every detector your data supports — Momentum, Availability, and Distribution — every finding sized in dollars with the query behind it, raised as a Revenue Action with its Evidence Brief and monitored to an outcome, plus a live Explorer workbook. We never charge for seats, recipients, retailers, SKUs, stores, or reports run.
Self-serve tuning, governed. Anyone on the team can propose a change; each stream has one accountable owner who approves what steers the analysis.
Every engagement starts with a 90-day pilot — walk away for any reason with 30 days’ notice. After that, simple annual terms. Bringing procurement? How we handle your data →
Ready to see what you’re missing?
Tell us where you sell and what’s been leaking. We’ll walk you through live samples for a business like yours and scope your first weekly digest.
Security review first? How we handle your data →