What we've shipped, in order

Platform foundation ships

Verified listings and search, the Property Passport verification-tier engine, a broker CRM with lead scoring and commission protection, and a builder distribution OS with live inventory.

Embedded fintech layer

Loan applications with a confidence-banded FOIR-based eligibility estimate, a standardized lender appraisal pack, a banker workspace, embedded insurance quoting, and an escrow milestone-monitoring ledger.

Agentic AI + Agent Operating System

A provider-abstracted AI orchestration layer — buyer natural-language search, broker next-best-action, banker case summaries — every output grounded in real verified records and held behind a human-approval checkpoint. Plus the private-exclusive listing network and white-label broker microsites.

PostGIS-powered search rewrite

Listings search rebuilt on PostGIS geo-queries with facets, cursor pagination, disclosed sponsored placement, saved searches and a map view.

Organizations, KYC/KYB and consent center

Team invitations and seat-based access, a KYC/KYB verification workflow, OTP/social login with MFA and session management, and a consent center covering channel, scope, expiry and downstream sharing.

RAG-grounded copilots and AI calling

Buyer, broker, builder and banker copilots citing only approved, source-tiered knowledge, plus AI voice/chat calling with DNC/opt-out, quiet-hours and frequency-cap guardrails and human handoff.

AVM v2 and locality insights

A comparable-based automated valuation model with confidence ranges and low-confidence suppression, locality-level market metrics, full data lineage, and an institutional data-licensing API.

Admin governance and billing platform

Invite-only admin auth with fine-grained permissions and a hash-chained audit log, a campaign manager, billing/subscriptions with plan entitlements, a usage wallet, and payment/invoice reconciliation.

Security and DPDP governance hardening

Retention and legal-hold policies, a vendor register, an incident/breach workflow, and platform-wide security hardening — signed URL expiry, MFA-required guards, secure headers and rate limits.

Engage OS: multichannel communication platform

A 21-phase workspace platform for brokers — WhatsApp, RCS, SMS and AI voice campaigns, a unified inbox, pipelines, multi-step automation flows, AI chat agents, a lead-capture forms builder, trackable short links, CRM-bridge integrations, engagement analytics, exportable reports, and self-serve developer API keys and webhooks.