Your lead source starts at the filing. The specification was decided before it.
Spot construction project leads before the permit is filed
A permit database is accurate and it starts at the filing. A site is cleared, staked and excavated weeks earlier, in plain view. Sena reads the sites, so the pipeline reaches you while the specification is still open.
Which sites in your markets are under way, what stage each has reached, how large it is, and which of them are early enough to influence.
Building MaterialsConstruction EquipmentArchitecture and EngineeringCommercial Development
Sales and commercial, market intelligence, supply chain, and strategy teams at materials manufacturers, equipment suppliers, and specialist contractors.
Sena, the Decision AI from Rwazi.
Decision AI with access to real-world dataThe problem
Commercial construction project leads reach the market through the paperwork, and the paperwork is late by design.
The permit database is accurate and downstream
It records what was filed, when it was filed, and by whom. Every entry is correct. The filing happens after the drawings are done, and by then the specification names a product.
The site announces itself first
Clearing, staking, a setting-out crew, an excavator, a laydown yard. Each is visible from the road and each is a fact about the project weeks or months before anything reaches a register. Anyone can see them and almost nobody is looking systematically.
So the race is decided before the pipeline updates
The manufacturer who takes the lead on construction projects in a market is the one who reached the developer while the choice was still open. That is a question of when the information arrived, where the accuracy was already sound.
The question is narrow. Which sites in your markets are moving now, and how much notice does each one give you.
Illustrative figures.
Illustrative figures. One sweep of one metro.
How Sena builds construction project leads from site evidence
Set the markets and the sweep
Name the metros or corridors that matter and the cadence. The read is a systematic sweep of the built area, where a filing triggers a response.
Record every site showing activity
Sena Computer Vision visits and records what is visible: clearing, staking, setting out, excavation, equipment staged, structure rising. Each record carries coordinates, a date and a photograph.
Classify the stage and the scale
Sena reads the record and returns the construction stage each site has reached and its observed scale: footprint, storeys where visible, and site type. Stage tells you how much notice you have.
Read it against your own product and specification data
The observed stage and scale come to you as facts. Your team converts them into product demand, since the tonnes and the categories depend on your range and your specification history.
Sweep again, on a cycle
Monthly or on the cadence you commission, so a site that was cleared last month and excavated this month shows as progressing, and new sites enter the pipeline as they appear.
Illustrative drawings and figures.
Industries and Rwazi capabilities involved
| Industry | Why it applies |
|---|---|
| Building Materials | Core. Specification happens early and a manufacturer outside the conversation at that point is quoting against a named product. |
| Construction Equipment | Rental and sales decisions are taken at the start of a project, so the earliest stages are the commercial window. |
| Architecture and Engineering | Project leads construction firms chase for design and engineering work are decided earliest of all, often before any site work at scale. |
| Commercial Development | Market-level activity is a read on where capital is going, ahead of any published index. |
Check out Rwazi and Sena capabilities
| Capability | What it does here |
|---|---|
| Sena Computer Vision | Core. Sweeps the markets and records every site showing activity: stage, observed scale, coordinates, date, photograph. |
| Sena (Decision AI) | Core. Classifies stage and scale, tracks progression between sweeps, and holds the pipeline against the filings you already receive. |
Property only on this page. Every input is a fact about a site.
How much notice each stage gives you
Visible evidence arrives in sequence, and the earlier the stage you can act on, the longer the runway. Leads for construction projects are worth what their timing is worth.
| Stage | What is visible | Roughly how much notice | |
|---|---|---|---|
| Staking and setting out | A setting-out crew, stakes, marking paint, a site notice. | The longest. Design is often live and specification is wide open. | |
| Clearing and demolition | Vegetation stripped, an existing structure coming down, hoarding up. | Long. The project is committed and the material choices are usually still in play. | |
| Excavation | Earthmoving, spoil heaps, shoring, a formed pad. | Moderate. Substructure is decided, superstructure often remains open. | |
| Equipment staging | A laydown yard, a crane base, site cabins, a delivery gate. | Shorter. Main packages are being let. | |
| Structure rising | Frame, floors, envelope going on. | Shortest. Fit-out and finishes packages remain open. |
A permit register enters this sequence somewhere in the middle, which is why two manufacturers reading the same market can be months apart on the same project. Reading the earliest two stages is what separates a pipeline from a bid list.
Roles and functions
Sales and commercial
Works a pipeline of sites at the earliest stage, so the conversation happens while specification is open.
Market intelligence
Reads activity levels across markets as an early indicator, ahead of published construction indices.
Supply chain
Sees the volume of activity building in each market, which informs capacity and logistics planning on the manufacturer's own conversion.
Strategy
Watches where activity is shifting geographically, which is a signal about where to add distribution or capacity.
Specification and technical
Reaches the design team while material choices remain open, which is the only point specification can be influenced.
Why teams choose Sena for this
| What you need | What Sena does |
|---|---|
| Notice, alongside accuracy | Records sites at the stage they become visible, where a filing register begins at the paperwork. |
| The stage, beyond the location | Classifies how far along each site is, since construction projects leads are worth what their timing is worth. |
| Evidence attached | Every site carries coordinates, a date and a photograph, so a sales team can qualify before it travels. |
| A repeating sweep | Runs monthly or on your cadence, so progression and new starts both surface. |
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See the use case →Talk to Sena about the sites moving in your markets this month
Tell us the decision you are weighing, and we will bring the market read to the conversation.
Start from your own question
Bring the decision in front of you and we will run the first read against it on the call.