Building autonomous AI agents for
enterprise workflows
I'm James Jager. I design, orchestrate, and deploy production-ready AI agent ecosystems. Specializing in Glean skill architecture, Co-Pilot integrations, and multi-agent coordination for scalable, self-improving AI operations.
Architecting intelligent systems that scale
I bridge the gap between AI capability and enterprise workflow. My focus is on creating structured, maintainable, and highly autonomous agent ecosystems that reduce operational friction, accelerate decision-making, and continuously self-optimize.
Designing agent workflows that integrate seamlessly across Glean, Co-Pilot, FreeWheel, STRATA, and custom enterprise stacks.
Moving beyond prompt engineering into deterministic agent routing, state management, and measurable output validation.
Embedding feedback loops, error logging, and skill promotion pathways so agents learn from production use.
Glean Skills Registry
Explore the full catalog of downloadable Glean agent skills — covering FreeWheel, STRATA, Streaming Hub,
Comcast Advertising, and multi-agent orchestration. Each skill ships as a standalone .md artifact ready for production.
How I'm Involved in AI
From conceptual design to production deployment, I build the plumbing that makes AI agents reliable, auditable, and enterprise-ready.
Agent Building & Orchestration
Designing multi-agent teams with clear roles, handoff protocols, and state-aware routing. Orchestrators manage task lifecycles, builders execute, reviewers validate.
Glean Skill Development
Creating structured, downloadable skill definitions for Glean agents. Each skill includes workflows, diagnostic steps, escalation paths, and standardized output schemas.
Co-Pilot & Enterprise Integration
Mapping context boundaries, configuring tool access, and aligning AI assistant outputs with existing SaaS ecosystems, APIs, and internal knowledge bases.
Agent Activity
Real-time orchestration stream from my agent ecosystem. Every event represents an actual pattern of work agents perform across FreeWheel, STRATA, Streaming Hub, and Glean platforms.
Core Capabilities
Skills I design, implement, and deploy for autonomous AI operations.
Agent Workflow Design
Structured task routing, priority stacking, and deterministic handoff protocols for multi-agent collaboration.
Glean Skill Architecture
Modular skill definitions with diagnostic workflows, output schemas, and cross-platform escalation paths.
Co-Pilot Context Mapping
Aligning assistant context windows with enterprise data sources, API boundaries, and user permission models.
Financial & API Reconciliation
Building agent skills that validate schemas, reconcile billing data, and diagnose API failures across platforms.
Continuous Improvement Systems
Embedding feedback loops, error logging, and skill promotion pathways so agents evolve from production use.
Enterprise AI Security
Designing permission boundaries, audit trails, and identity verification workflows for autonomous agents.
Ready to build intelligent workflows?
Whether you're scaling agent operations, designing Glean skills, or integrating Co-Pilot into enterprise systems, let's connect.