Enterprise AI Governance & Transformation

Strategy without execution
is noise.

I partner with C-suite executives and founders to bridge the gap between strategy and execution — with discipline, precision, and measurable results.

See What We Do Take the AI Assessment
2.5x more likely to report AI delivering measurable value with governance in place
$4.7M average cost of a single AI-related data incident
4x more likely to report revenue growth when AI is fully integrated vs. piloting only
15+ years partnering with executive teams at Global 500 companies
Who We Are

The advisor in the room who asks the question no one else will.

Iron Thread Partners is an enterprise transformation and AI governance firm. We embed with leadership teams at the point where strategy hits the wall — and we help them break through it, without cost overruns, chaos, or organizational whiplash.

I'm Jennifer Davenport, founder and principal. Over 15 years, I have partnered with CEOs, COOs, and founders across Global 500 companies, PE-backed platforms, and high-growth SaaS businesses to design and deliver transformation that sticks. My background spans enterprise program leadership, AI strategy, organizational design, and executive coaching — grounded in an MS in Industrial & Organizational Psychology and shaped by the realities of operating at scale.

"Most organizations don't have a strategy problem. They have an execution architecture problem. And it's almost never where leaders think it is."

$15M
ARR Growth from Zero Built and scaled customer success, PMO, and deployment operations at Beep, Inc., supporting growth from first enterprise customers to $15M ARR with a $17M expansion pipeline.
$122M
Projected Cost Savings Delivered Led a $12M P&L delivering digital transformation for Fortune 500 SaaS clients at Candid Partners, achieving $122M in documented projected savings.
500%
Revenue Growth Strategy Designed and executed a business transformation strategy at Virtustream (a Dell Technologies company) that drove potential 500% revenue growth and secured a $25M investment.
20+
Years of Executive Transformation Work Wharton Executive Education. Harvard Behavioral Economics. MS in I/O Psychology. PMP certified. Published speaker. These are not credentials for their own sake — they are the foundation of a point of view.
What We Do

AI is already inside your organization.
The question is whether it's working for you.

Knowledge workers are already using AI — off the record, without oversight, and without organizational accountability. The baseline behavior of your company has shifted. The governance has not.

2.5x more likely to report AI delivering measurable business value with formal governance in place BCG AI Governance Report
45% of PE-backed companies still piloting AI with no full integration into operations Grant Thornton 2026
4x more likely to report revenue growth when AI is fully integrated vs. piloting only Grant Thornton 2026
$4.7M average cost of a single AI-related data incident — surfaces directly in due diligence IBM Cost of Data Breach 2024
Our Services

We work in three modes, depending on where you are and what you need.

01 / Service
AI Strategy & Governance

I help organizations adopt AI with rigor — not as an experiment, but as a strategic discipline. That means enterprise AI policy, governance frameworks, decision rights, data boundaries, and the accountability structures that protect value at exit. Governance makes AI adoption faster, not slower.

02 / Service
Enterprise Transformation & PMO

Strategy fails at the execution layer. I design the operational infrastructure that turns vision into outcomes — program management discipline, cross-functional alignment, change architecture, and the leadership scaffolding that makes transformation stick without organizational whiplash.

03 / Service
Executive Coaching & Advisory

I work 1:1 with senior leaders navigating high-stakes decisions, organizational complexity, and execution gaps. Grounded in I/O psychology and 15+ years of operating at the executive level, this isn't motivational coaching. It's precision advisory for leaders who already know what they want to build.

How We Do It

The Iron Thread 4-Pillar AI Governance Program

A structured program that transforms AI from a liability into a strategic lever. From governance foundation through documented, measurable value — program managed to go-live.

01
Foundation

AI Strategy & Governance

Define how AI creates value across your organization. Enterprise AI policy, decision rights, acceptable use standards, procurement guidelines, and the governance architecture that protects value at exit.

Enterprise AI Governance Framework
AI Acceptable Use Policy
Governance Charter & RACI
AI Procurement Guidance
02
Diagnosis

AI Discovery & Risk Assessment

Enterprise visibility into where AI is already running. Shadow AI detection, tool inventory, workflow analysis, risk exposure mapping. What you don't know is already creating liability.

Portfolio-Wide AI Audit
Shadow AI Detection
Risk Exposure Mapping
AI Opportunity Identification
03
Execution

AI Implementation & Value Deployment

High-value AI use cases deployed with program discipline. Revenue operations, back-office automation, customer experience, and supply chain — managed from approved concept to go-live. Technology without adoption creates no value.

Enterprise AI Architecture
Program Management to Go-Live
Change Management & Adoption
Workforce Development
04
Proof

AI Value Realization & Oversight

Ensure AI initiatives deliver measurable, documented value. Performance dashboards, EBITDA contribution tracking, ongoing governance review. The story you tell buyers needs to hold up — so we build the documentation that makes it clean at exit.

EBITDA Impact Dashboards
AI Oversight as a Service
Governance Review Cadence
Due Diligence Readiness
Free Assessment

How governed is your AI — really?

10 questions. A personalized maturity score. And a clear picture of where your organization stands before a buyer asks the same questions in due diligence.

Take the AI Governance Assessment
Let's Talk

Ready to close the gaps?

Iron Thread Partners embeds as your Fractional Head of AI — from strategy through documented, measurable value. If your organization is navigating AI adoption, a transformation initiative, or an execution gap, I want to understand what you're working with.

One conversation. No sales pitch. A clear-eyed assessment of where we can move the needle together.