Capabilities
We build durable human-AI systems that integrate with real workflows, and we ship fast with measurable outcomes.
LLM App Stacks
Evaluation, routing, and reliability patterns that move beyond demos into production-grade performance by empowering the right staff with the right tools/MCPs.
Workflow Engineering
Composable tooling that bridge messy back-office data with frontline execution, plus the handoffs and approvals that keep teams moving.
Reporting
Instrumentation that surfaces quality, speed, and ROI across human and agentic contributors, leveraging your CRMs and task managers from reasoning across data sources.
Agent Orchestration
CRM-agnostic platforms to deploy AI agents exactly where they create value, aimed to scale your humans in the loop.
Tar Heel Methods
From marketing and sales agents that flex with your existing tools to TLA+ for systems that need rigor and staying power.
Internal & External Apps
When off-the-shelf tooling falls short, we ship custom apps under licensing models that match how you operate.
Ready to build?
Let's align on your highest-value workflows and deploy systems that scale.