
Jason Fleagle, Chief AI Officer, helps organizations turn messy data and scattered pilots into governed, production AI, used by teams, loved by customers, & demonstrating real results.



















AI Pilots stay in purgatory never moving to production successfully.
No internal team or external customer adoption.
No finance-grade ROI & success KPIs or metrics.
Shadow AI models & usage.
Inconsistent, unlabeled, or disorganized data.
‘Cool demos’ never shipping because of wasted budget and leadership fatigue.
Jason’s Frameworks align AI use cases to measurable value, governed workflows, and change adoption so that AI projects land, stick, and scale effectively.
Our proven four-pillar approach to AI transformation: Value Mapping, Data Spine, Operational AI, & Adoption + Controls

Prioritize use cases that tie to revenue, margin, or cost-out.
Clean, connect, and govern the minimum viable data to ship v1.
Embed AI where work happens (apps/agents/workflows), not in slide decks.
Measure usage and outcomes; add guardrails (security, bias, privacy). Most clients see time-to-first-win in 30–45 days, then expand to 3–5 use cases per quarter or over multiple quarters.
You get real results with your AI integrations & projects ASAP!
AI Opportunity Sprint (2-4 weeks)
Prioritize high-ROI use cases, quantify value, dependencies, and risks.
Deliverables: Use-Case Scorecard, 90-Day Roadmap, Governance Starter.
Ideal for: Exec teams who need clarity before committing budget
Pilot-to-Production (6–10 weeks)
Build the smallest valuable system (MVS): data spine, app/agent, guardrails.
Deliverables: Working solution, adoption plan, KPI dashboard, runbook.
Ideal for: Teams stuck in pilot purgatory.
Scale & Govern (Quarterly)
Expand to 3–5 use cases/quarter; add monitoring, cost control, and model ops.
Deliverables: Portfolio tracker, governance controls, enablement playbooks.
Ideal for: Orgs ready to standardize AI delivery.
Here’s How We Start (Simple & Fast)
Book the Call (Day 0): 30-min diagnostic to align goals and constraints.
Use-Case Workshop (Week 1-2): Score opportunities; pick the highest-value first.
Build the MVS (Weeks 2–6): Data spine + app/agent + guardrails.
Adopt & Measure (Weeks 6–10): Rollout, enablement, and ROI dashboard.
That’s normal. The Data Spine step defines the smallest set needed for the first win—then we expand.
We implement governance from day one: data access, audit logs, PII handling, model risk, and human-in-the-loop controls.
We’ll recommend the fastest and sustainable path to value—off-the-shelf where it’s good enough; custom only where it creates advantage.
We’re model-agnostic (OpenAI, Anthropic, open-source). We choose based on risk, cost, latency, and accuracy for your use case.
Fixed-fee for Sprints; milestone-based for Pilot-to-Prod; quarterly retainer for Scale & Govern. Most clients start with the Sprint. Also can charge hourly for ad-hoc AI coaching or consulting calls.
Many teams get a measurable win in 30–90 days; portfolio value compounds each quarter.
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