AI-native industrial sourcing for warehouses.
Start with Polk County. Prove the signal. Scale into Florida. Then decide what a national warehouse origination graph is worth.
Note on valuation: we are deliberately undecided on company value. We want to see what this can create for a company like Argy's first, then let the value conversation follow the evidence.
The next great industrial deals will be detected before they are listed.
Industrial sourcing is still relationship-first.
Broker flow, memory, and manual research decide who sees the opportunity. By the time a deal is obvious, the spread is thinner.
The signals now exist in public and private data.
Permits, freight, tenant movement, land constraints, ownership records, and capital markets can be read continuously.
Overflow turns those signals into action.
It scores parcels, resolves owners, builds dossiers, ranks outreach paths, and learns from every result.
A command layer for finding and creating warehouse opportunities.
Overflow is not a static dashboard. It is a workflow that moves from market signal to investable conversation.
Find pressure.
Demand, utilization, permits, tenant movement, port flow, and freight change.
Rank the asset.
Land, existing buildings, constraints, entitlement path, rent, and exit logic.
Find the person.
True owner, signer, attorney, broker, lender, and warm introduction route.
Ship the dossier.
Memo, call order, outreach angle, objections, and next-step recommendation.
Warehouses stop being found. They start being detected.
AI changes industrial sourcing because the system can watch thousands of small signals at once, connect them to ownership and buildability, and turn them into a weekly decision process.
The advantage compounds: every call, miss, owner response, broker path, and closed transaction improves the next signal.
| Layer | What it does | Why it matters to Elion |
|---|---|---|
| Market signal | Reads freight, permits, utilization, hiring, tenant movement, and land-use changes. | Shows pressure before a process forms. |
| Site intelligence | Scores land and existing assets against geometry, utilities, zoning, environmental constraints, and access. | Separates noise from buildable opportunity. |
| Owner truth | Links parcel, entity, signer, attorney, lender, broker, and reachable decision-maker. | Turns a parcel into a conversation. |
| Underwriting memory | Learns from Elion feedback, closed outcomes, rejected leads, and broker intelligence. | Makes the engine more Elion-specific over time. |
A full program from Polk County to the national logistics graph.
Polk County
Prove the workflow on 3,363 industrial parcels with real owner resolution and weekly deal review.
I-4 Corridor
Extend into Lakeland, Tampa, Orlando, Daytona, and adjacent logistics nodes.
Florida
Create the statewide command layer for ports, airports, rail, last-mile nodes, and industrial overlays.
Sunbelt
Expand into high-growth logistics states and test the repeatability of the model.
United States
Build the national industrial sourcing graph for capital and data buyers.
Show the build cost. Leave company value undecided.
Important: the numbers below are budget ranges to build and operate the system. They are not a valuation for Overflow.
| Scale | One-time build budget | Monthly operating budget | What it proves |
|---|---|---|---|
| Polk proof | $75k-$150k | $5k-$12k | Can the engine create real deal conversations? |
| I-4 Corridor | $250k-$450k | $20k-$40k | Can Elion use it weekly across adjacent markets? |
| Florida | $700k-$1.2M | $60k-$110k | Can it become Elion's private Florida origination layer? |
| Sunbelt | $2M-$3.5M | $175k-$300k | Can the model scale across major logistics states? |
| United States | $6M-$10M | $500k-$900k | Can large capital groups use it to source industrial exposure? |
We are undecided on valuation by design.
The right number should come after Elion sees what this brings to its own sourcing machine.
If Polk proves it, the conversation becomes simple: should Elion own it, partner with it, keep it private for Florida, or help scale it into a national asset?
The buyer is anyone who needs logistics alpha before the market sees it.
Keep it private.
If the operating value is strongest inside Elion, the system becomes a proprietary origination layer.
Scale it together.
Elion contributes market judgment and capital relationships. Overflow contributes the AI-native engine.
Sell the graph.
Capital groups, data platforms, REITs, and real-estate managers can use the graph to source industrial exposure.
Make Argy want the right to scale it.
Pick the proof gate: Polk, I-4, or all Florida. Give Overflow live Elion judgment. Let the evidence show what the machine is worth.
The question: if this becomes the AI-native sourcing layer for industrial real estate, what should Elion do before someone else understands it?