Harnesses
Autonomous AI systems that operate within your business.
Not chatbots — agents that think, decide, and execute. Harnesses are the fusion of AI intelligence and workflow automation, creating systems that run your operations with minimal human oversight.
Architecture
The Harness Pyramid
Four layers working together. Data flows up, actions flow down.
Autonomous Action
Decision Engine
Context & Memory
Data & Triggers
Hover over each layer to learn more. The pyramid represents how harnesses process information and execute decisions autonomously.
Capabilities
What Makes Harnesses Different
Beyond automation. Beyond chatbots. True autonomous operation.
Agent Orchestration
Multiple AI agents working in concert, each specialized for different tasks. They communicate, delegate, and collaborate autonomously.
Workflow Integration
Harnesses plug directly into your existing tools — CRMs, ERPs, communication platforms. No separate dashboard to manage.
Autonomous Execution
Once trained on your business logic, harnesses make decisions and take action without waiting for human approval on routine tasks.
Human-in-the-Loop
Set confidence thresholds and escalation rules. Low-confidence decisions route to humans. High-stakes actions require approval.
Process
How We Build Harnesses
From discovery to deployment in weeks, not months.
Map Your Workflows
We analyze your existing business processes, identifying repetitive decisions and action sequences that can be automated.
Design the Harness
We architect a custom agent system tailored to your operations — defining triggers, decision trees, and execution paths.
Train & Deploy
Harnesses learn from your historical data and business rules. We deploy in stages, starting with low-risk decisions.
Monitor & Refine
Real-time dashboards show agent decisions. We continuously tune confidence thresholds and expand autonomous scope.
Applications
Harnesses In Action
Real examples of autonomous systems transforming operations.
Lead Processing
Automatically qualify leads, route to appropriate sales reps, send personalized follow-ups, and schedule meetings.
Support Triage
Classify incoming tickets, attempt resolution with knowledge base, escalate complex issues with full context.
Document Processing
Extract data from invoices, contracts, and forms. Validate against business rules. Route for approval or auto-process.
Customer Onboarding
Guide new customers through setup. Verify information. Configure accounts. Send targeted education content.
Ready to Harness AI?
Let's build autonomous systems that transform how your business operates. Start with a conversation about what's possible.