Avasara Lab

Avasara Lab is The Opportunity Intelligence Layer — a multi-tenant AI business intelligence and agentic execution platform for SMBs (software firms, agencies, and professional services). Businesses already generate fragmented operational records across support, sales, meetings, and ops. Avasara connects those records, detects repeating patterns as signals, ranks automation opportunities with evidence, and lets a human approve a scoped agent that can execute only allowed tools — then measures verified impact. Built during the Meta Global AI Developer Hackathon (building window Oct 27 – Nov 4, 2026): the full Opportunity Intelligence application — auth/orgs, Business Connect uploads, deterministic signal detection, Opportunity Radar, human-approved Customer Support Automation Agent with allowlisted tools, impact logging, and Meta Model API integration (Muse Spark, Wonder, Voice Transcribe, Image). Pre-existing before the hackathon (Oct 19–21): the public marketing site only. Judges can see the product land in public PR #3 (Nov 1) and follow-up polish PRs #4–#8 on https://github.com/Avasara-Lab/website. Live product: https://avasaralab.com. Demo (synthetic data labeled as example): https://avasaralab.com/login?next=%2Fapp — founder@avasara-demo.test / DemoFounder!2026. Core loop: Connect data → Signals → Opportunity Radar → Approve → Agent execute → Impact. Signal detection and opportunity ranking are deterministic analytics so frequencies and evidence stay honest; Meta Model API powers the AI layer on top (interpretation, deeper investigation, voice transcription, and image generation) with the API key held only on the server.