Purlin lets real estate agents draft an offer by calling an AI agent

At the EDGE 2026 Pitch Battle, real estate AI platform Purlin demonstrated a feature called Voice-to-Offer: instead of opening a laptop and filling in forms, an agent calls an AI agent, dictates the price, terms and timing, and receives a drafted offer on the local contract forms.

The demo was given by one of the co-founders of Final Offer, according to The Tech Buzz's November 3 report, and the scenario was concrete — a client wants to make an offer right after a showing while the agent has afternoon meetings and a school pickup.

Purlin describes itself as an AI platform covering every step of a deal, from first search to closing, for agents, teams, brokerages, loan officers, title and escrow. Its site lists more than 40,000 real estate professionals on the platform, and the event organizers called it the most scaled of this year's finalists.

Part of that scale came through a merger: in February, Purlin combined with Final Offer, a consumer offer-negotiation marketplace, to unify real estate, mortgage and title in one AI platform, with Purlin founder Giorgi Chigogidze leading the combined company as CEO.

The problem it targets is tool sprawl. Agents tend to own good software that does not talk to the other software, and Purlin's AI connects those systems while adding its own offer, negotiation and contract-compliance tools.

On compliance, Purlin's AI reads contracts, extracts the data and flags Fair Housing risks; the report sums this up as compliance in minutes rather than a manual line-by-line review.

Access is designed around how agents already work: they can call, text or email Purlin, or open a single dashboard that opens with a good morning and lists the day's priorities, commissions, goals, the next paycheck, transaction details, training and AI coaches.

Handing high-frequency, format-heavy, compliance-sensitive paperwork such as offer drafting to a voice agent is a concrete way for agentic AI to move from demos into daily business. The evidence here, though, comes from a pitch-competition stage, so real-world completion rates, coverage of contract forms across states and who is liable when the draft is wrong all remain open questions.