Sena, decision AI for product teams. Every roadmap call rests on a purchase someone already made.
A roadmap commits people and months to a view of what buyers will want. Sena turns recorded purchase into product intelligence in front of that call.
Sena maps where category spend already lands and where it thins. The open need comes back with the adjacent purchases that bound it.
Sena sets each feature beside the products buyers picked and the price gap between them. A feature absent from every chosen product drops down the list.
Sena captures what competing products cost in each market and what buyers paid for them. The price point sits on both figures.
Sena collects what buyers picked in the categories shipped into. Own sales and usage figures land in the same answer.
Real-world signal
The team's systems
Sena answers the question the roadmap turns on from purchases people already made. Product management, product marketing, pricing, and R&D each take their call from the same answer.
Sena reports the product people picked and what they paid. The roadmap moves on a transaction.
Sena checks each concept against the category around it. A concept with thin demand shows up before the sprint begins.
Every figure names the product, the market, and the date behind it, so the reason survives the handover.
A build passes seven questions between idea and release. Each answer comes from transactions people logged in the categories the roadmap enters. Open competitive product analysis when a rival moves, product benchmarking for a crowded line-up, or product analytics for life after launch.
Why buyers picked what they picked, taken from the people who paid for it.
Explore →The need the category leaves open, sized on purchases already made.
Explore →Which lines earn their place, and which one the next build replaces.
Explore →Where the line sits on price and format before it goes out.
Explore →What competing products are shipping, what they charge, and who keeps buying them.
Explore →The market to ship into first, and the price that market already pays.
Explore →How the product sells after launch, and which rival it takes share from.
Explore →Bring the concept the roadmap keeps deferring and see what buyers in that category already chose
Book a walkthrough →All seven product decisions
Sena carries three decisions from the first signal to the build call. Each starts with something a person bought. Each finishes on a call the roadmap can commit to.
Sena asks people who buy the category what they chose and why. Each reason names the product they paid for.
What it provides · The reason given, the product it names, and the purchase sitting under it, per market.
Sena maps what the category sells against what buyers keep asking for. The gap comes back with a size, and the markets holding it.
What it provides · The unmet need per market, the adjacent spend already moving, and the purchases behind that figure.
Sena captures the competing products people buy most, on price, format, and where they sell. The line lands on the same grid and takes its score from the same captures.
What it provides · Rank on price and format per market. The products above and below, and the capture behind each.
A 5M+ consumer network in 190+ countries hands over what they bought and why they chose it. Sena collects signals against the categories the roadmap covers.
Sena collects transactions in the categories the next build enters → demand beside each concept sets the order.
Every product signal comes from a person who chose to hand it over. The market and the date ride with it.
Order the roadmap by the need buyers leave open today.
Market gap analysis →Take the launch into the market that already pays for it.
Product launch strategy →Hear why buyers picked what they picked before the spec locks.
Voice of customer →Set the price against what competing products cost in the markets named.
Product benchmarking →Set the format and the price on the basket movement recorded in each market.
Explore CPG and retail →Rank features on the models people paid for, market by market.
Explore consumer tech →Design the product around the payments and subscriptions households already run.
Explore financial services →Build the tariff around the handsets and packages subscribers chose.
Explore telecom →The recorded purchase goes in, and a build call comes out. The team ships, then tracks adoption against the category around it.
People in the 5M+ network hand over the receipt and the reason, category by category.
Describe the concept and name the markets it ships into. Sena answers from the category around it.
Open the sprint with the evidence attached, then watch adoption after the release ships.
A product question reaches across formats, price points, and markets at once. Sena scopes the collection to the ones the concept touches and resolves them in a single pass.
Signals carry the products buyers chose. Simulations set a concept beside the purchases nearest to it. The Decisions layer frames the build call the team makes. Every layer opens to the evidence under it. Orchestration arrives soon.
When a question lands, Sena joins each product to its category, price point, market, and selling date. A concept query reaches the products it would compete with and ends there.
Sena reaches contributors in 190+ countries and runs collection in the markets a concept names. Specs, concept decks and roadmap exports load straight in. Sena reaches usage, commerce and CRM systems through 250+ integrations, Salesforce and HubSpot among them.
Product calls rest on whatever evidence arrives before the sprint does. Set the two sources side by side on origin, turnaround, and audit trail.
| Capability area | Typical setup | Sena |
|---|---|---|
| Speed to a build call | The brief goes in at the start of the quarter, and the answer arrives near the end. | A question in the sprint review, and Sena collects against it for the answer. |
| Market resolution | A regional average, so the country paying double reads the same as the one paying half. | Each market comes back with its own format mix and its own price points. |
| What the concept rests on | A one-off concept check run before the gate. | Products people paid for, with the buyer naming each one. |
| Checking a competitor | A price check that arrives on the provider's own cycle. | Dated captures of what the product costs in a real outlet. |
| The deliverable | Slides summarizing the category. | A build to commit to, the purchases that back it, and the signal that would send it back. |
| Ranking a feature | A stated reason, held on its own. | The stated reason, set against the product that buyer paid for. |
| Auditing a number | A method note at the back of the deck, ending at the summary. | The number expands into the source that produced it, market and capture date attached. |
How to check a concept against the products people already pay for.
Where the evidence for a roadmap comes from, and how far it stretches.
What moved in the categories product teams are building into. Subscribe →
Send over a concept sitting on the roadmap. We will run it against what buyers in that category chose.
