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DataGrout

Reduces token costs by up to 99% by pre-processing and distilling context before it reaches the LLM, and provides memory, reliability, and cost control for AI agents.

datagrout.aiLLM ToolsApr 2026Austin, United States1-10

Launch screenshots from Product Hunt, Apr 2026

DataGrout is an AI infrastructure platform that reduces token costs by up to 99% by pre-processing and distilling context before it reaches the LLM. It provides memory, reliability, and cost control for AI agents, solving problems like context window explosion, silent workflow failures, and spiraling token costs. The platform targets developers, engineering managers, CTOs, CIOs, and CISOs in mid-market to enterprise companies. It is delivered as an API and infrastructure layer, offering a unified MCP endpoint, neuro-symbolic execution, and cryptographic audit trails.

Key features

  • Token cost reduction up to 99%
  • Persistent symbolic memory
  • Unified MCP endpoint
  • Neuro-symbolic execution
  • Prompt injection defense
  • Cryptographic audit trails
  • Autonomous task scheduling
  • Workflow orchestration and auditing
  • Semantic tool discovery
  • LLM cost monitoring
  • LinkedIn<0.1/day
GTM channels
  • Blog
  • Marketplace
  • API
  • Docs
ICP
  • Software developers
  • Engineering teams
  • DevOps sre teams