SwarmLens provides enterprise‑grade cognitive AI agents that automate decision‑making across complex workflows. Its platform combines a knowledge‑anchored core, hybrid retrieval‑augmented generation, and reinforcement learning to deliver risk‑aware recommendations, tool execution, and human‑in‑the‑loop oversight, with full auditability for compliance.
Funding
Funding not disclosed
Founders
Product
Problem
Critical operational decisions in large enterprises are still made through manual workflows, fragmented data sources, and undocumented tribal knowledge, leading to delayed risk detection, inefficiencies, and loss of institutional expertise.
Solution
SwarmLens delivers an enterprise‑grade cognitive AI platform that embeds knowledge‑anchored agents into existing workflows. The core combines a knowledge base, hybrid retrieval‑augmented generation, and reinforcement learning to generate risk‑aware recommendations and execute tools autonomously while keeping a human‑in‑the‑loop for oversight. Decisions are continuously simulated, evaluated, and logged, providing full traceability and compliance‑ready audit trails. Modular offerings such as RiskLens, AssureLens, and GrowthLens apply the same agentic reasoning to operational risk, project optimization, and marketing intelligence respectively. Organizations can adopt ready‑made agents or commission custom agents tailored to specific processes, and integrate them via secure APIs into their enterprise systems.
Target Audience
Primary customers are large enterprises in high‑stakes sectors such as energy, manufacturing, infrastructure, finance, and marketing that require proactive risk management, optimized project delivery, and accountable AI‑driven decision support.
Features
- Enterprise knowledge anchoring that internalizes and preserves decades of expert insight
- Hybrid retrieval‑augmented generation (RAG) with fine‑tuning and reinforcement learning for adaptive reasoning
- Autonomous action layer that simulates outcomes, executes tools, and delivers risk‑aware recommendations
- Human‑in‑the‑loop governance ensuring oversight, preference learning, and corrective feedback
- Full auditability and compliance‑ready traceability of all AI‑driven decisions
- Modular platforms (RiskLens, AssureLens, GrowthLens) targeting risk intelligence, project execution, and marketing growth
- Enterprise‑grade security, role‑based access, and API integration for seamless embedding in existing systems