Cumulative $12 million raised… Deca Labs, validating demand with AI

DECA Labs, which uses AI agents to validate demand for software products before committing development resources, has raised a cumulative $12 million from investors including Polychain Capital, Pantera Capital, Accel and dao5, the company said. The firm did not disclose the size of any single funding round. Its model runs through four stages—idea sourcing, demand validation, development and distribution—with AI agents analyzing market signals and testing buyer response before products clear a threshold for engineering and go-to-market spend. The raise signals continued venture interest in AI-driven product discovery as a way to cut wasted development costs. What to watch next is whether DECA discloses individual round sizes and which products pass its validation bar.