Timing is the whole game.
The best agents don't win because they market harder. They win because they were already in the room when the decision was being made. Almadata gets you into that room.
Every deal gets decided long before it becomes visible, whether it's a purchase, a sale, or a new lease. By the time a listing hits the MLS or a buyer fills out a portal form, the moment that mattered has already passed.
Almadata is an intelligence engine that reads the early signs of those decisions and ranks the people behind them by how close they are to acting. We hand that ranked list to one partner agent per market, with the context to turn a cold name into a warm conversation.
We're deliberately quiet about how the engine works. That's the moat our partners benefit from. What we will say: everything it reads is legal, either public or consented to, and handled with care.
First, quietly
The advantage only exists before everyone else can see it. We optimize for lead time, not volume.
Exclusive by design
One partner per market. A signal shared with five agents is just a portal lead with better branding.
Measured, always
Every signal is tracked to an outcome. If the engine isn't earning its keep in your market, you'll hear it from us first.
Two engineers who ship.
One handles the market, the other handles the machine. Both write the code.
Nischal Bhandari
Nischal runs strategy, partnerships, and everything customer-facing. Most of his time goes to the agents and teams Almadata is built for. A full-stack engineer by training, he ships AI and RAG systems into production and keeps the product simple, observable, and honest about what it promises.
Avaash Bhattarai
Avaash builds the engine: the data, inference, and infrastructure Almadata runs on. He does program synthesis research at Grinnell College and previously wrote brain–computer interface software at Synchron. His work sits where graphs, complexity theory, and algorithms meet.
See what we're seeing in your market.
One partner per market, first come, first served.