ThoughtMesh-Powered Production Agentic AI Platform – Enterprise-Ready Agents on Azure AI Foundry

Simform helps enterprises operationalize agentic AI at scale on Microsoft Azure with robust security, observability, and reliability built in. Our delivery approach ensures a seamless transition from MVP to enterprise-grade adoption across teams and systems.

Primary objective: Implement production-grade agentic capabilities with governance, observability, and scalable integrations

Scope: 2–3 prioritized agent workflows; integrate 4–5 data sources/systems; implement robust tool/action layer (approvals, retries, idempotency), multi-env setup, evaluation gates, and operational monitoring; security hardening and compliance alignment. Scale to enterprise using ThoughtMesh patterns for corrective grounding, multi-modal ingestion, standardized context (MCP-ready), agentic observability/safety, and secure orchestration across multiple domains and integrations.

Deliverables:

1. Production-Ready Agentic AI Solution (Dev/Test/Prod) deployed on Microsoft Azure instance
2. 2–3 Agent Workflows with 4–7 Data/Systems Integrations
3. Enterprise Guardrails (access control, safety policies, audit trail)
4. Observability Dashboards (quality, latency, cost, failure modes)
5. CI/CD + Configuration Management for prompts/tools/agent flows
6. Operational Runbooks + Training & Handov
7. Enterprise ThoughtMesh deployment (multi-domain knowledge bases + scalable ingestion)
8. LLMOps/Observability dashboards and operational alerts (quality, safety, latency, cost)
9. Security scanning & governance artifacts for agentic apps (enterprise-ready)