Kappal Platform Stack
RudderAI
Governed AI for the enterprise.
RudderAI is a deterministic orchestration layer for AI. Your teams build and run agents, copilots and automations on your own data, with role-based access, full audit and guardrails that keep every model inside its boundary. Deploy in the cloud, hybrid or fully on-premise.
Built for governance
Control the AI wave instead of fearing it
Shadow AI is how most enterprises adopt models today: unapproved tools, unmetered data and no audit. RudderAI gives you a governed lane where AI is useful, visible and reversible.
No shadow AI
Every agent and tool your teams use is approved, metered and visible to your security team. What is not provisioned in RudderAI does not touch your data.
The model suggests, the system decides
A deterministic harness around every model call: timeouts, retries, circuit breakers and fallbacks. A hallucination becomes a logged event, not a business decision.
Your data never leaves
Deploy in your region, your VPC or fully on-premise. Nothing trains on your data, and nothing crosses your boundary without permission.
No ecosystem lock-in
Model agnostic by design. Run open models, your own fine-tunes or any major vendor API, and swap them without rebuilding your workflows.
What ships in RudderAI
The controls an enterprise needs before AI can touch production systems.
Agent Orchestration
Workflow first agentsBuild agents and copilots with deterministic workflows, human-in-the-loop steps and versioned prompts your team can review.
Plugin Architecture
Connect any systemSeamless connectors to your legacy databases and modern SaaS, so agents act on the data you already own.
Guardrails and Access Control
Boundaries enforcedRole-based access on data and actions, content filters and scope limits that keep every model inside its lane.
Audit and Observability
Fully traceableEvery prompt, response, cost and decision is logged and searchable, ready for compliance review.
Hybrid and On-Premise Deployment
Your boundary, your rulesRun on GCP, Azure, hybrid or entirely behind your firewall, matching your data residency requirements.
Model-Agnostic Runtime
No vendor lock-inOpen models, fine-tunes or vendor APIs behind one interface. Swap models without touching your agents.
From pilot to governed scale
RudderAI rolls out in stages, so your security team stays in control at every step.
Discover
We map your data, your access boundaries and the use cases that justify AI. You approve the scope first.
Pilot
Teams run agents in a sandboxed environment, with guardrails on from day one.
Govern
Role-based access, audit and policies are configured before anything reaches production.
Run
Monitor cost, quality and safety. Expand to new use cases from a governed baseline.
Ready to govern your AI?
Bring us a use case and your data boundaries. We will show you the architecture and a pilot plan, with your security team in the room.