Three engagement models for organizations that need senior product leadership, AI strategy, or hands-on AI implementation - without the full-time overhead.
Define your AI roadmap
4-6 week engagement
Work with your leadership team to identify high-impact AI opportunities, define a responsible AI framework, and build a prioritized roadmap aligned to business outcomes.
AI opportunity assessment
Responsible AI & privacy framework
Prioritized product roadmap
Build vs. buy decision matrix
Proof: RHEO - the AI-native delivery model (AIDLC) designed and operationalized from scratch.
Executive product leadership on demand
Ongoing, 1-3 days/week
Embedded part-time Chief Product Officer providing strategic direction, team mentorship, and hands-on leadership for your product organization - without the full-time overhead.
Product vision & strategy
Design AI-native ProductOps
Human-AI orchestration model
Team coaching & mentorship
Stakeholder & board communication
OKR & roadmap governance
Proof: Rheaply (4x ARR, $17M+ savings) and iPoint (5x ARR, 70K+ suppliers) - ran existing product orgs at enterprise scale.
Hands-on AI implementation
Project-based, 6-12 weeks
Practical, execution-focused consulting to design, prototype, and ship AI-powered features - from LLM integration and RAG pipelines to agentic workflows and evaluation frameworks.
AI feature design & prototyping
LLM integration & RAG architecture
Evaluation & guardrails framework
Change management & AI adoption
Team upskilling workshops
Proof: RHEO - agentic execution under human guardrails, shipping in days not weeks.
The AI Development Lifecycle - a 3-step model that pairs human-led strategy with agentic execution and human review. Applies across all three engagement tiers, not just delivery work.
Responsible AI
Privacy Preserving
Human in the loop
Human product leaders define the problem, success metrics, and responsible AI guardrails before any code is written. Strategy stays human - speed comes from execution, not from skipping the thinking.
AI agents handle implementation - code generation, testing, data pipelines, and documentation - under the guardrails set in the strategy phase. LCNC tools compress weeks of build into days.
Every shipped artifact passes through human review checkpoints - quality, safety, privacy, and business alignment - before it reaches production. Ships fast, never ships unreviewed.