Teams at Fruition Executive Search

Owns the architecture, infrastructure, evaluation, and quality improvement of multi-channel AI marketing agents. The role develops measurable agent evaluation systems, feedback loops, SEO and GEO optimization, model strategies, and supporting data pipelines. It also involves hiring and leading the AI team as the startup grows, while partnering directly with the founder.

Build and own an applied AI intelligence layer for construction documents. Set technical direction across computer vision, LLMs, and AI systems; select and coordinate detection, segmentation, OCR, and reasoning models; rapidly ship 0-to-1 prototypes; and harden them using user feedback. The role requires handling ambiguous problems, messy data, edge cases, and end-to-end production deployment as a founding engineer.

Build and ship production infrastructure for reliable AI agents handling complex, multi-step tasks. Responsibilities include agent execution, retrieval and memory systems, evaluation harnesses, production improvements, customer collaboration, orchestration, and hiring. The role requires owning the full development cycle and improving agent performance using real-world feedback.