What your BI already does
It ranks every SKU by revenue, margin and volume, and the bottom of the list is obvious within a minute.
Your BI ranks the bottom of the portfolio in a minute. Sena estimates where each SKU’s volume lands if you cut it, then phases the list so the safe cuts go first.
Everyone agrees the portfolio is too long. Nobody can say where the volume goes if you cut it.
Which SKUs to cut first, which to hold and watch, and which to protect despite thin economics.
FMCGBeveragesSnack FoodsPersonal CarePharmaceuticals
Sena, the Decision AI from Rwazi.
Decision AI with access to real-world dataEvery large portfolio carries a rationalization list. Most of those lists sit where they were written.
The bottom of the portfolio earns little and costs plenty: changeovers, inventory carried, forecast error, and shelf space that could hold something faster. Supply chain makes this case every year, with numbers.
Nobody can say where the volume goes. It may move to your next SKU, which is a saving. It may move to a competitor, which is a loss. It may leave the category with the shopper, which is a bigger one. The three look identical in your own data until one of them happens.
The portfolio keeps its complexity, and the cut that would have paid sits alongside the cut that would have cost, both untouched. Standing still is a decision, and it is the one being taken by default.
Upload the full SKU catalogue with revenue, margin, volume and cost by territory and channel, plus the product hierarchy. Sena reads your ERP exports and your CSVs.
Sena flags SKUs that underperform on several dimensions at once, and separately flags the ones that look healthy alone while duplicating a neighbour in the range.
For each candidate Sena estimates where the volume lands: onto your other SKUs, onto a competitor, or out of the category. It also reads who is likely to take the shelf space you give back.
Commission a read on whether shoppers would accept the substitution or leave the brand, which is the assumption every model of this kind rests on.
Sena returns three lists: cut now, hold and watch, and protect. The protect list names the SKUs earning their place through a portfolio role their own economics hide.
See where the volume goes before the portfolio changes
See how Sena models a cut →Flavour, format and pack-size proliferation drives most portfolio length in these categories, so the duplication test in step 2 usually finds more than the margin ranking does.
| Capability | Role in this use case |
|---|---|
| Sena (Decision AI) | Core engine. It maps the portfolio, shortlists candidates, estimates where volume moves, prices the complexity saving against the volume risk, and returns the phased plan. |
| Sena Connect and Integrations | Core. Brings in the SKU catalogue and its financials, the product hierarchy, store coverage by SKU, and your supply chain cost data, by CSV or Excel upload. |
| Sena Consumer Activity | Validation. Commission a read on whether shoppers would move to your alternative or leave the brand, which turns the substitution assumption into a measured one. |
| Sena Computer Vision | Shelf reality. Read what sits on the shelf today, so the space a cut releases can be estimated from the current competitive set, where a model alone would assume it. |
The model runs on your own catalogue. The two reads exist because the riskiest number in it, where the volume goes, lives with shoppers and on the shelf.
It ranks every SKU by revenue, margin and volume, and the bottom of the list is obvious within a minute.
The destination for each candidate’s volume, split across your own range, your competitors, and the category exit, with the complexity saving priced against it.
A consumer read on the substitution and a shelf read on the space, so the two softest assumptions in the model become measurements.
Sena
Illustrative interface. Numbers are an example, not a Rwazi result.
The core user. Lead the rationalization with an evidence-backed cut list, a hold list, and a protect list.
Strategy solutions →The main beneficiary. Fewer SKUs means fewer changeovers, less inventory carried, and tighter forecasts, and this puts a number on each.
Model the scenarios and build the business case, with the volume risk priced as a line of its own.
See the territory-level effect before it lands, and prepare the assortment conversation with each retailer.
Sales solutions →Protect category performance through the change, so freed shelf space returns to you ahead of a competitor.
A demo takes about 20 minutes. For most use cases, the first decisions land days after kickoff.
The model splits each candidate’s volume across your own range, your competitors, and the category exit, so a saving and a loss stop looking alike.
Sena names the SKUs to keep despite thin economics, which is the half of rationalization most exercises leave to instinct.
Find the low-margin products that carry your whole portfolio.
See the use case → UC · Marketing EffectivenessSee which promotions bring profitable volume and which give margin away.
See the use case → UC · Shelf & AvailabilityKnow what sits beside your products in every store.
See the use case →Tell us the decision you are weighing, and we will bring the market read to the conversation.
Bring the decision in front of you and we will run the first read against it on the call.