loopgrid vs SimplAI
Overview
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Detailed Comparison
LoopGrid is control plane for AI decision reliability. It provides a system of record for AI decisions - capture every decision immutably, replay failures with controlled overrides, and build ground truth from human corrections. Unlike traditional observability tools that only show what happened, LoopGrid lets you re-run any AI decision with a different prompt and see what would have happened. Perfect for debugging LLM agents, AI support bots, and any production AI system. | Build, govern, and scale secure enterprise AI agents with a unified agentic AI operating system across cloud, on-prem, and air-gapped environments. |
Immutable Decision Ledger, Replay Engine, Human Correction Loop, Python SDK, JavaScript SDK, REST API, Self-Hosted, Apache 2.0 License | Agentic AI Studio, Intelligent AI Agents (copilots, conversational, multi-agent systems), Agentic Workflow Automation, 300+ Data & Knowledge Integrations, Enterprise RAG & Grounding, Guardrails & Governance, Real-time Streaming & Citations, Observability & Evaluation (tracing, metrics, debugging), No-code/Low-code Builder, API & SDK Access, Deployment Flexibility (Cloud, Private Cloud, On-prem, Air-gapped), Horizontal Scaling & Low Latency, Role-based Access Control (RBAC), Versioning & Audit Logs, Security & Compliance (SOC 2, ISO 27001), Multi-LLM Support, Human-in-the-loop Workflows, Webhooks & Event Triggers, Monitoring & Alerting, Caching & Cost Optimization |
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