Aether Flow Swarm

Aether Flow Swarm is an enterprise-grade multi-agent orchestration platform that transforms raw project requirement documents into structured, audited, and financially-validated project plans — fully autonomously. Users upload proposal documents (.docx, .pdf, .txt, .csv, .md, .json), and the system activates a three-stage AI swarm pipeline: 1. Scoping Agent — Analyzes requirements, generates a context-aware project title, defines feature sets, estimates budgets, and calculates project timelines. 2. Risk & Compliance Agent — Audits the scoped output for regulatory compliance (GDPR, SOC2), flags potential risks, and assigns a dynamic risk score from 0–100. 3. Financial Ledger Agent — Builds concrete payment milestone schedules, calculates burn-rate runway metrics, and locks the final operational schema into the database. Before any input reaches the LLM, a dedicated Input Sanitization Engine scans for script injections (<script>, onload), SQL injection patterns (UNION SELECT, OR 1=1), shell command exploits (rm -rf, curl | sh), and enforces a 100,000-character buffer limit. Human-in-the-loop checkpoints suspend the workflow at critical decision points — budget overruns or compliance failures — allowing administrators to override values with justification audits. Every request, agent response, and override is permanently logged to a local SQLite database via Prisma ORM, creating an immutable telemetry audit trail. Real-time agent collaboration messaging is powered by Band.ai, and the frontend delivers a live flowchart visualization of the swarm pipeline with a dedicated session history dashboard.