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Vidura Context Manager

Vidura Context Manager

Persistent memory, enterprise context, and real-time guardrails — delivered to every agent as curated context via MCP.

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Agents that remember, understand, and stay within bounds.

The Context Manager is the memory and context layer for every agent in your enterprise. It ingests data from across your organisation — ERP, CRM, emails, documents, meetings — categorises it, version-controls it, and delivers it to agents as structured, curated context via MCP. Every agent gets exactly what it needs to make the right decision. And guardrails ensure it never goes beyond what it's allowed to do.

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Built on three core capabilities

Memory management

Persistent agent memory that survives across sessions. Agents learn from the past, share context across the fleet, and don't repeat mistakes.

  • Persistent memory across agent sessions

  • Action logs and cross-agent shared memory pools

  • Configurable memory retention policies

  • Agents learn from past interactions and decisions

Context management

Enterprise context ingested, categorised, and delivered as structured markdown — org-aligned, version-controlled, and always current.

  • Ingest from ERP, CRM, emails, calls, docs, and meetings

  • Auto-categorised and org-aligned context

  • Version-controlled context with change tracking

  • Delivered as curated markdown via MCP to every agent

Guardrails

Real-time policy enforcement that defines what agents are not allowed to do — before they do it. Intent audit, threshold escalation, and drift detection built in.

  • Policy-as-code: define what agents cannot do

  • Intent audit before execution — not after damage

  • Threshold escalation for out-of-bounds behaviour

  • Drift detection across agent actions over time

  • Compliance-ready and audit-logged

From enterprise data to agent-ready context — in real time.

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Context is ingested and structured

The Context Manager connects to your enterprise systems — ERP, CRM, emails, documents, and meeting records. Data is ingested, auto-categorised, and version-controlled into an org-aligned context store.

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Agent requests context

When an agent needs to act, it requests context via MCP. The Context Manager retrieves the relevant, curated context — and only that context — and delivers it as structured markdown the agent can immediately use.

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Guardrails verify intent before execution

Before the agent acts, the Validating layer checks intent against defined policies. Out-of-bounds intent is flagged, escalated, or blocked — before any action is taken on any enterprise system.

What the context manager handles

  • Persistent agent memory across sessions

  • Cross-agent shared memory pools

  • Configurable memory retention policies

  • Multi-source context ingestion — ERP, CRM, emails, docs, meetings

  • Auto-categorisation and org-aligned structuring

  • Version-controlled context with full change history

  • MCP-native context delivery as structured markdown

  • Policy-as-code guardrails

  • Intent audit before execution

  • Threshold escalation and drift detection

  • RBAC-enforced context access

  • On-premises, private cloud, or hybrid deployment

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Every data source. Every agent. Every time.

Connects to every system where enterprise knowledge lives.

  • ERP and financial systems

  • CRM and customer data platforms

  • Email and calendar systems

  • Document repositories and knowledge bases

  • Meeting transcripts and call recordings

  • Operational data streams and databases

Context Manager is one part of the Vidura backend.

Frequently asked questions

Everything you need to know about the Context Manager.

The Vidura Context Manager is the memory and context layer for enterprise AI agents. It ingests data from across your organisation, structures it into curated context, and delivers it to every agent via MCP — so agents have the right business context to make accurate decisions.

The Context Manager ingests from ERP systems, CRM platforms, email and calendar systems, document repositories, meeting transcripts, and operational data streams — any source where enterprise knowledge lives.

Guardrails are policy-as-code rules that define what an agent is not allowed to do. Before any agent executes an action, the Context Manager validates intent against these rules — blocking or escalating out-of-bounds behaviour before damage occurs.

Context is delivered as structured markdown via MCP — curated, version-controlled, and org-aligned. Agents receive only the context relevant to their specific task, nothing more.

Yes. The Context Manager maintains persistent memory across sessions — agents learn from past interactions, share context across a fleet, and don't repeat mistakes from previous decisions.

An agent without context is guessing. An agent without guardrails is a risk.

Tell us what your agents need to know — and what they need to stay away from. We'll build the context layer.

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