Technical expertise
One accountable builder across the AI system.
The role pages remain available for technical buyers and search, but they now live in one coherent capability map instead of competing for attention on the homepage.
Production LLM features, retrieval, context engineering, and data-to-endpoint implementation.
Applied AI →Tool use, function calling, multi-agent flows, permissions, and human approval.
Agentic AI →n8n, custom workflows, integrations, retries, ownership, and exception handling.
Automation →Vendor selection, model routing, data boundaries, build-versus-buy, and system design.
Architecture →Implementation inside the real customer environment, constraints, and operating workflow.
Forward deployed →Cost estimation, spend limits, routing boundaries, and evidence-gated agent work.
Cost and spend →Prefer the complete detail?
The original deep capability page is preserved.
Every existing service, price, case description, credential, and technical section remains available.