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OpenProdkt Control Layer • Test before deploy

The control and validation layer for AI workflows

OpenProdkt lets teams design, simulate, govern, and run AI workflows safely. Test before deploy, preview cost and failure points, then execute in your own cloud or environment with policy enforcement and full auditability.

Book a demoSee how it works
Replay workflows with different inputs
See cost, risk, and failure points before execution
Governance, approvals, and audit trails built in
Run in your cloud, on-prem, or hybrid
Intent
Plan
Approve
Execute
Learn
Ready
How it works

Control Plane plans. Data Plane executes.

OpenProdkt separates orchestration from execution so customer code and secrets stay in the tenant environment — while governance, policy, and metering stay centralized.

Event Trigger

API requests, webhooks, or cron jobs initiate workflow execution.

Intelligent Planning

LLM analyzes requirements and generates optimized execution plan with cost estimation.

Approval & Signing

Policy Engine validates against rules, obtains approval, and signs with ES256 signature.

Isolated Execution

Tenant Data Plane executes workflow in isolated environment with encrypted secrets.

Learn & Feedback

System captures execution metrics, logs, and outcomes to improve future planning.

Why OpenProdkt

A new category for AI workflow control

Test workflows before they touch production, govern every decision by default, control cost, and run anywhere without giving up observability.

Test before deploy

Simulate a workflow in a sandbox, replay it with different inputs, and see expected outcomes before production.

Built-in governance

Use approvals, role-based permissions, and policy rules such as spend caps or email restrictions by default.

Cost visibility & control

Estimate cost before execution, track API and compute usage in real time, and alert when workflows exceed budget.

Open execution layer

Run workflows in your cloud, on-prem, or hybrid setup and connect any model, API, or tool without lock-in.

Workflow observability

Trace each step, inspect inputs and outputs, identify failures, replay the run, and redeploy with confidence.

Knowledge automation

Turn internal data into governed assistants, search, and workflow automation without exposing private context.

Platform in Numbers

Built for production, proven at scale

Real metrics from real workloads. Speed, reliability, and cost-effectiveness you can measure.

<0.1s
Cold start time
Instant workflow execution, no delays or warm-up needed
99.95%
SLA uptime
Enterprise-grade reliability guarantee with 24/7 monitoring
400+
Built-in integrations
Connect to your existing tools and workflows instantly
70%
Cost savings
Spot instances and batch optimization reduce infrastructure costs
$0.012
Avg. cost per execution
Transparent, predictable pricing with detailed metering
5 min
Time to first workflow
Quick setup and deployment with infrastructure as code
10,000+
Workflows per day
Production-proven at scale with automatic resource management
24/7
Enterprise support
Dedicated support team with guaranteed response times
See it in action
Use cases

Production scenarios, not platform promises

These are the kinds of workflows teams run once they need approvals, traceability, and cost control around AI automation.

Change request with approval

An engineer submits a change request, OpenProdkt generates an execution plan, routes it for approval, and runs it only after policy checks pass.

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Key Benefits

  • Human approval before production actions
  • Signed plans and audit trail
  • Execution stays in the tenant environment
  • Replay and inspect failed runs
Implementation and rollout

How we help teams adopt the Platform

We help you deploy the platform, migrate important workflows, and put the right governance and cost controls in place.

Platform implementation

Design and roll out OpenProdkt around your existing workflows, controls, and operating model.

Workflow migration

Move critical automations from scripts, n8n, or internal tools into governed workflows without breaking delivery.

Cloud and on-prem deployment

Deploy in your cloud, private network, or hybrid environment with the execution boundaries your team requires.

Governance design

Model approval paths, permissions, and policy rules so risky actions are controlled before they reach production.

Cost optimization

Set budgeting rules, identify expensive workflow steps, and reduce recurring model and infrastructure spend.

Knowledge automation rollout

Launch private assistants and search experiences over internal data with clear access boundaries and ownership.

Partners

Partners & integrations

Built to integrate with the cloud, LLM, and workflow ecosystems your teams already trust.

AWS
n8n
Microsoft Teams
Shopify
Telegram
Google Workspace
Salesforce
HubSpot
GitHub
Jira
Notion
Airtable
Snowflake
Stripe
Deployment options
Managed, governed, and ready in days
Governance-first automation with clear pricing, transparent execution plans, and isolation by design.
Flat price + pay-as-you-go per execution
Predictable base cost with transparent per-run metering (tokens, infra, and execution metadata).
Transparent execution plan
Every run is planned and signed; you can see what will happen before it executes.
Bring-your-own workflow
Use your own n8n workflows and integrations - OpenProdkt adds planning, policy, and metering.
Self-hosted governance model
Tenant Data Plane runs in an isolated environment so governance and controls fit enterprise needs.
Tenant data stays private
Tenant execution happens inside a private network boundary; secrets don't cross into the Control Plane.
Your personal RAG pipeline
Retrieval pipelines with embeddings and guardrails so answers come only from approved context.
Up to 70% savings
Spot-first execution and batch processing patterns help reduce infrastructure cost significantly.
Independent scaling
Scale GPU, storage, and throughput independently per tenant and per workload.
FAQ

Frequently asked questions

Clear answers on architecture, security boundaries, policies, and cost.

Contact

Book a demo with OpenProdkt

Tell us what you want to automate — we’ll map it to a secure CP/DP execution flow with policies, approvals, and transparent metering.

Quick start

  • • API / webhook trigger
  • • Policy: allow, deny, or approve
  • • Signed plan → tenant execution
  • • Metered cost per run

Get in touch

Email us and we’ll respond with a tailored demo plan.

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