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Autonomous AI Middleware for Robust Enterprises

Securely activate enterprise data for AI agentic use with built-in MCP services — enabling smart task distribution, rapid deployment, and real-time lifecycle management.

Up to 70%
Cost Savings
60%
Faster Deployment Cycles
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Deployment & Auto Scaling

Automate AI Deployments from Dev to Production

Launch agents and models with end-to-end automation, reducing complexity and deployment errors.

Auto Deployments

Streamline application rollouts with automated, consistent, and reliable deployments.

Dynamic Scaling

Automatically scale resources up or down based on workload demands.

60% Faster Deployment Cycles

Accelerate release cycles significantly, ensuring quicker time-to-market delivery.

Elastic Infrastructure

Seamlessly manage workloads across hybrid and cloud environments with flexibility.

Model Manager

AI Model Management & Governance

Centrally manage, monitor, and optimize AI models across your enterprise

Centralized Model Registry – One hub to store all models.

Model Performance Tracking – Monitor accuracy, drift, and usage.

Version Control System – Manage updates with traceability.

Compliance-Ready Governance – Ensure audits and regulatory alignment.

Scalable Model Deployment – Deploy seamlessly across environments.

MCP Studio

Context-Aware AI Workflow Studio

Author, version, and governance context flows to make AI agents context-aware.

Context Flow Builder – Design workflows with intuitive UI.

Agent Behavior Control – Fine-tune responses for accuracy.

Reusable Flow Templates – Accelerate deployment with presets.

Real-Time Versioning – Update flows without downtime.

Governance Dashboard – Track compliance and performance.

FinOps

AI Cost Optimization

Track resource usage, control costs, and optimize AI infrastructure spend in real time.

Real-Time Cost Tracking – Monitor spend across workloads.

Resource Utilization Metrics – Identify underused or overused assets.

Budget Optimization Tools – Allocate costs efficiently by teams.

Anomaly Cost Alerts – Detect unexpected spikes instantly.

Forecasting & Planning – Predict spend with accuracy.

Approval Management

Human-in-the-Loop AI Approvals

Enable human-in-the-loop reviews and decision governance for sensitive AI workflows.

Custom Approval Workflows – Tailor review steps to policies.

Role-Based Access Control – Manage permissions securely.

Decision Audit Trails – Track every approval for compliance.

Multi-Level Authorization – Ensure checks across hierarchy.

Seamless Reviewer Interface – Simplify human-AI collaboration.

Orchestration

AI Workflow Automation

Automate multi-agent workflows with real-time control and seamless task distribution.

Multi-Agent Coordination – Assign and manage AI tasks.

Event-Triggered Execution – Automate actions on triggers.

Dynamic Adjustments – Adapt workflows in real time.

API Integrations – Connect easily with enterprise apps.

Scalable Distribution – Balance workloads at scale.

Future-Ready AI with MCP: Model Context Protocol

Enable secure, context-rich AI orchestration at scale.

MCP is the glue that ensures your AI agents aren't just smart—they’re reliable, context-aware, and compliant with enterprise standards.

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Secure Access

  • Securely access internal data sources across silos and inject them into AI workflows.

Real-Time Context

  • Provide real-time, structured context to agents for smarter task execution.

Shared Intelligence

  • Power multi-agent systems with shared understanding and data integrity.

Context Governance

  • Track, version, and audit context flows for full lifecycle governance.

Why Choose CAI's AI Middleware?

CAI Stageflow helps you automate, deploy, and monitor your AI agents seamlessly, ensuring smooth operations across your entire AI lifecycle

Streamlined AI operations

Improved collaboration across AI agents

Real-time performance and cost monitoring

Model Manager

Centrally manage, monitor, and optimize AI models across your enterprise.

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MCP Studio

Author, version, and govern context flows to make your AI agents context-aware.

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FinOps

Track resource usage, control costs, and optimize AI infrastructure spend in real time.

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Approval Management

Enable human-in-the-loop reviews and decision governance for sensitive AI workflows.

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Orchestration

Automate multi-agent workflows with real-time control and seamless task distribution.

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Our Latest Blogs

Explore our latest blogs for insightful and latest AI trends, industry insights and expert opinions.

Get Started with Autonomous AI Middleware

Explore Autonomous AI Middleware and ensure smooth, secure, and efficient management of your AI workflow. Get a Demo Today.

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