The automation suite built for technical teams.
Included in every Self-Operated MSIL deployment. Workflow automation, trigger-based execution, integration connectors, and monitoring dashboards — all configurable by your engineering team. You configure it, run it, and own every decision.
Everything needed to run AI automation in-house.
The automation suite isn't a set of disconnected integrations bolted together. It's a coherent set of tools designed from the ground up to work together inside the MSIL intelligence layer — each one reinforcing the others, each one visible from the same monitoring surface, each one fully owned by your engineering team.
Build, configure, and deploy AI-powered automation workflows connecting your business processes to the intelligence layer. Workflows run on schedule, on trigger, or on intelligence-detected events — with full conditional branching and multi-step action chains.
- Visual workflow builder
- Conditional branching logic
- Multi-step action chains
- Loop detection & circuit breaking
- Version control & rollback
Configure event-driven triggers that fire AI agent actions when specific conditions are met across your connected data sources. Triggers operate continuously without polling overhead, firing in under 500ms of the triggering event.
- Data change detection
- Threshold-based firing
- Time-window conditions
- Cross-source event correlation
- Trigger deduplication
Real-time visibility into automation health, workflow execution status, trigger fire rates, AI agent decision logs, and performance metrics. Fully configurable layouts with custom alert thresholds for every metric that matters to your team.
- Real-time execution monitoring
- Agent decision log viewer
- Performance trend charts
- Custom alert thresholds
- Multi-layout dashboard support
150+ pre-built connectors for CRM, ERP, data warehouses, communication platforms, and custom APIs. Connectors are configurable without code and maintain real-time bidirectional sync across all connected systems.
- 150+ pre-built connectors
- Bi-directional data sync
- Custom API connector builder
- OAuth & API key management
- Connection health monitoring
From event to action in milliseconds.
Trigger-based execution is the core of intelligent automation. Instead of running workflows on a schedule and checking whether anything has changed, MSIL detects changes in real-time and fires the appropriate AI agent action immediately.
The result is automation that responds to what's actually happening in your business — not to a clock. Every execution is logged with full context so your team always knows exactly what fired, why it fired, and what the AI agent did in response.
A data change, threshold breach, or scheduled window fires in a connected system. MSIL detects the event in under 500ms.
The trigger condition logic evaluates the event against configured rules. Multi-condition support: AND, OR, NOT combinations.
If conditions are met, the configured AI agent activates with full context from the event and relevant historical intelligence.
The AI agent executes the configured action — updating records, notifying stakeholders, or triggering downstream workflows.
Every execution is logged with full context: trigger source, condition result, agent decision, action taken, and outcome.
Built for teams who want to own the stack.
The AI automation tool suite isn't a business-user tool with a technical veneer. It's an engineering-grade platform built for teams who want full access to the configuration layer, full visibility into execution behavior, and full control over how automation functions in their organization.
Your engineers configure workflows through the visual builder or directly through the API. They monitor execution through dashboards they've configured to surface what matters to their deployment. They manage integrations they've set up and tested themselves. Nothing happens without your team's explicit configuration.
This is not a managed service. It's a platform. The difference matters. You own the configuration. You own the behavior. You own the outcomes.
Full programmatic access to automation configuration, execution logs, and performance metrics via the MSIL REST API.
Every workflow version is stored and restorable. Deploy with confidence — roll back in seconds if behavior changes unexpectedly.
Every trigger fire, condition evaluation, and agent action logged with full context. Accessible in dashboards and exportable via API.
Build connectors for any system with a REST API using the custom connector builder — no custom code, full configuration control.
AI Automation Tools FAQ.
Ready to run AI automation in-house?
The AI automation tool suite is included in every Self-Operated MSIL deployment. Request access to get started.