AI article

CounterDeal: A local-first, neuro-symbolic real estate terminal for Pune brokerages

Community description: Introduction & The Problem When you are handling high-net-worth client financial...

Dev.to | Oct 18, 2026 | crazyhackerboy

Automated excerpt

When you are handling high-net-worth client financial records and strict property regulations, standard cloud-based AI tools introduce massive data privacy risks. Local AI Runtime: Running gemma2:2b locally via Ollama to handle natural language workspace navigation and the Buyer Concierge safely with zero data leakage. Deterministic RERA Auditor: Bypasses LLMs entirely for legal and compliance checks, running strict TypeScript math against MahaRERA loading limits and statutory costs to prevent any hallucinations.

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