Sena reports the demand in each market, so the add, hold, and cut calls read forward.
Product portfolio management decides which lines the range carries: what to add, what to hold, what to change, and what to cut. Three patterns settle all four on the range's own history.
Every line arrives at the review carrying revenue, margin, and volume for the period behind it. Those figures describe a line that already exists, and the add decision is about a line that has yet to exist.
Lines compare against each other inside the range. Whether the range as a whole covers what the market wants is a separate comparison.
The range gets set centrally and shipped everywhere, with local exceptions handled as exceptions. Which line leads differs enough by market to change the cut list.
Sena is the decision AI with access to real-world data. It records what buyers in each market took home across the whole category and what they asked for that the range skips, so the range reads against the demand around it.
Dated purchase covers every line in the range and every rival product, market by market.
Buyers state what they wanted and settled away from, so the range gets measured against the want it leaves open.
The recorded purchase shows where two lines draw from one pocket of demand, so overlap reads as a figure.
Product portfolio management is the practice of deciding which products an organization carries and where each one sits. Four decisions repeat on every cycle, and the evidence each one needs differs.
The practice looks across every product a company sells and asks whether the set, taken together, covers the demand available to it. The unit is the range, and the question is coverage, which separates it from managing any single product well.
The phrase covers three separate things, and a search for the shorter form returns the first.
| Reading | The portfolio is | The question |
|---|---|---|
| Financial portfolio | A set of assets weighted for risk and return. | Which weights maximize expected return. |
| Career portfolio | A practitioner's record of work. | Which pieces to show. |
| Product portfolio | The set of products a company sells. | Which lines to add, hold, change, or cut. |
This page holds the third. The financial reading has its own literature and its own numerical methods, and the two share a phrase and separate everywhere else.
Four calls repeat on every review cycle.
Which product the range has yet to carry. Answered from demand buyers state and settle away from, per market, since a product that has yet to exist has zero sales history.
Which lines earn their place. Answered from purchase and repeat, read against how the category moved in the same market and weeks.
Which line needs a different pack, format, or price. Answered from the attribute buyers rank first, where the line underperforms.
Which line goes. Answered from where its volume would move, since a cut releases demand, and deleting it is a different outcome.
Optimization treats the range as a set to be tuned against a constraint: shelf space, working capital, manufacturing slots, or listing count. The constraint is real, and the objective is the question. Tuned against last year's margin, the range converges on what already sold. Tuned against recorded demand per market, it converges on what the market will take next. The second needs evidence from outside the range.
Four collected inputs build the coverage read, applied per market.
| Input | What it answers |
|---|---|
| Receipts | What buyers took across the whole category, dated, so each line reads against rivals. |
| Stated preference | What buyers asked for and settled away from, and the attribute that decided it. |
| Store captures | Which lines each outlet listed, and which sat absent on the day. |
| Geo-verified photos | Each listing photographed in place, with its market and its date. |
The team's own numbers form a separate row. Revenue by line, margin, cost to serve, listing agreements, and manufacturing capacity join through 250+ integrations, so the range's own figures sit beside the demand around it.
Four questions sit outside a revenue and margin review, and each one changes a range decision. A demand pocket with zero lines against it produces zero revenue, so the review carries zero rows for it. Two lines can both look adequate while splitting one pocket of demand between them.
Buyers of a cut line move to a rival or to another own line, and the two outcomes differ entirely. And a global figure averages the market where the line led with the markets where it lagged.
Sena reports the demand side of the range, and the range's own economics come from the team's systems. Cost to serve, margin by line, working-capital positions, manufacturing capacity, and listing economics belong to the finance and planning systems that hold them, and they join through 250+ integrations. Sena adds what buyers in each market took, left, and asked for that the range skips. A review weighs both.
Real people share what they buy and prefer, under explicit consent. Sena captures it directly at the source, so every figure traces back to where it came from whenever a number comes under question.
Consented purchase and stated preference cover the whole category, and every figure carries the market and the day.
The range gets measured against the demand around it, so a gap shows up before the lines get ranked.
Buyers of a candidate line name their next choice, so a cut reads as a redirection.
Two lines drawing one pocket of demand show up as switching between own lines.
A range decision carries weight only as far as the demand behind it. Sena builds every figure on this page from real-world signal captured when the question needs it, from a receipt across the category through to the format a buyer asked for that the range skips.
Records dated purchase across every line and every rival in the category, so coverage reads against the whole market.
Reads which lines each outlet listed off images captured in real stores, dating presence and absence to the day.
Signal arrives from the consumer network under explicit consent. The format a buyer asked for comes from that buyer.
Revenue by line, margin, cost to serve, listing agreements, and capacity join over 250+ integrations, so economics and demand read together.
Every figure holds its market and its capture date, so a cut decision opens back onto the purchases behind it.
Sena sets past range reviews, listing histories and volume exports beside the market they came from, covering every cycle the range has run.
Four teams read the same coverage picture, and each one needs a different cut of it before they can act.
The range. Needs coverage against demand, beside revenue by line.
The listing. Needs which lines each outlet carried, per market.
The economics. Needs where a cut line's volume moves before the saving gets booked.
The capacity. Needs demand per line per market, ahead of a global total.
The same coverage read, put in whatever unit each category actually ranges on.
Purchase per line per market, with the formats buyers requested that the range skips.
Which specifications the range covers, and which price points sit empty.
Which pack sizes the counter carried and which the buyer requested.
Plan and handset pairings covered against the pairings buyers looked for.
One mechanism, applied per market and per category. Each step is documented, which is what carries a cut decision through a range review.
Real contributors across the markets named record what they took across the whole category under explicit consent, and state what they asked for and settled away from.
Sena sets every line in the range against the demand recorded around it, market by market, and names the pockets with zero lines against them.
Buyers of each candidate line name their next choice, so a cut reads as volume moving, and volume ending is a separate case.
Most range review compares the lines that exist against each other, using figures the range itself produced. Sena measures the demand around the range.
| Capability area | Typical setup | Sena |
|---|---|---|
| What gets measured | The lines the range carries. | The whole category, own lines and rivals. |
| The add decision | An internal case with zero history. | Demand buyers state and settle away from. |
| The cut decision | Revenue and margin for the period behind. | Where the volume moves, named by its buyers. |
| Overlap between lines | Assumed low. | Switching between own lines, counted. |
| Market resolution | One range, local exceptions. | A coverage read per market. |
| Listing presence | Held in an agreement. | Recorded per outlet, photographed, and dated. |
| Evidence in a review | A performance table. | Open any figure onto the purchases recorded beneath it. |
Three situations where demand around the range changes a decision the performance table already leans toward.
Ask buyers of a candidate line what they would take next, and separate volume moving inside the range from volume leaving it.
Read demand buyers state and settle away from, and name the format or price point the range leaves open.
Count buyers switching between two own lines, and read that as the share of one demand pocket split between them.
The range sets what gets carried. The four decisions below are what a product team asks around it.
Every product decision Sena answers, in one place
What the range earned
Reads the range on returns and allocation, above the line-level call.
Explore portfolio strategy 02The pocket the range skips
Takes the unserved demand and sizes it before an add decision.
Explore market gap analysis 03How each line performed
Reads one line's uptake against the category, which feeds the hold call.
Explore product analytics 04Each line against its rivals
Compares a single line against the products sharing its shelf.
Explore product benchmarkingThe walkthrough takes one range in one market, sets every line against the category demand recorded around it, and opens the pockets with zero lines against them while the team watches.
Tell us the range and the markets, and we will read coverage against demand.