TECHBROS
Manufacturing

Managed LLM Agent Platform

Unified managed LLM platform integrating ChatGPT, Claude, and Gemini with enterprise guardrails, live data access, and governed agent workflows.

~-55%

Time to Insight

~+70%

Adoption Rate

~-40%

Manual Handoffs

~100%

Policy Compliance

Fragmented AI Tool Adoption

Teams were using multiple public AI tools inconsistently, with no central governance, no connection to live business data, and no standardized way to execute approved actions or maintain organizational context across departments.

Enterprise Managed LLM Hub

We built a managed platform that routes work to ChatGPT, Claude, or Gemini based on policy and task type. All models share the same governed access to enterprise data, connected actions, and organizational context.

How Agents Are Used

Multi-model orchestration

The right managed model handles each request while users interact through one consistent interface with shared security and access rules.

Context on demand

Agents reach into ERP records, production systems, operational APIs, and event streams to answer questions with current business context instead of static knowledge.

Workflow continuity

Prior interactions and outcomes inform the next request, so teams build on earlier work rather than starting from scratch each time.

Policy-enforced actions

Integrations and automations run only within defined guardrails, with complete activity logging across departments and model providers.

Governed AI Across the Enterprise

The organization standardized AI usage with fast, accurate, repeatable results while maintaining accountability and control over managed model providers.

Technologies

OpenAI API Anthropic Claude Google Gemini LangChain Azure Redis

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