DAVID P. REICHWEIN

Enterprise AI Advisor & Solutions Architect

⸻

Enterprise AI Advisor & Solutions Architect helping executive teams deploy AI end-to-end — from decision clarity to defensible execution.

Advisory. Evaluation. Engineering. Software & hardware delivery.

⸻

Why I Exist

AI is not failing because it doesn’t work.

It’s failing because governance, accountability, and decision ownership lag adoption.

Most organizations don’t need more tools.

They need clarity before scale.

That gap is where risk accumulates quietly — until it becomes legal, financial, or reputational exposure.

⸻

What I Do

I work with CEOs, boards, general counsel, and senior leadership teams to:

• Clarify where AI creates durable business value

• Identify where AI introduces hidden operational, legal, or reputational risk

• Define decision boundaries before authority migrates silently to systems

• Ensure AI systems can refuse, escalate, and document decisions

• Enable execution without creating long-tail exposure

I do not sell hype.

I do not lead with demos.

I do not replace executive judgment.

⸻

End-to-End Enterprise AI Solutions

I support organizations across the entire AI lifecycle — without hand-offs.

1. Executive Advisory & Diagnostics

Independent, executive-level advisory to determine:

• Where AI is already influencing decisions

• Where governance is implicit or missing

• Where liability may already be forming

• What should and should not be automated

⸻

2. Independent Software & Hardware Evaluation

Using a full-time in-house engineering team, we:

• Evaluate AI software platforms for performance, security, and failure modes

• Test hardware, infrastructure, and edge systems

• Validate vendor claims against enterprise governance requirements

• Produce documented, defensible evaluations

This replaces opinion with evidence.

⸻

3. Enterprise AI Architecture & Design

We define the reference architecture that systems must meet:

• Decision boundaries and escalation paths

• Refusal conditions and override logic

• Auditability and traceability requirements

• Integration and infrastructure specifications

Vendors compete to meet these requirements — not the other way around.

⸻

4. Custom Engineering & Solution Development

When off-the-shelf solutions fail enterprise requirements, we build:

• Custom AI systems

• Integration layers

• Control and governance mechanisms

• Extensions to existing platforms

We are not blocked by technical gaps — we monetize them.

⸻

5. Software, Hardware & Infrastructure Delivery

Once requirements are defined and validated, we can:

• Source and deliver approved software platforms

• Provide or coordinate hardware and infrastructure

• Oversee integration and deployment

• Act as a single accountable partner from start to finish

Clients may source through us or independently.

⸻

6. Ongoing Governance & Lifecycle Oversight

After deployment, we provide:

• Governance monitoring

• Drift and failure-mode reassessment

• Executive review sessions

• Regulatory and audit readiness

• System modification as conditions change

This ensures AI remains coherent, compliant, and defensible over time.

⸻

Independence & Transparency

All engagements begin with independent advisory, evaluation, and architecture.

Clients are never required to purchase software or hardware through us.

Commercial relationships with vendors are fully disclosed.

This preserves trust with executives, boards, and general counsel.

⸻

Who This Is For

• CEOs and COOs deploying AI across operations

• Boards and investors overseeing AI risk

• General Counsel managing liability exposure

• Enterprise teams moving beyond pilots into scale

If AI decisions matter to your business, this applies to you.

⸻

About David P. Reichwein

I am an enterprise technology executive and advisor with 30+ years of experience across manufacturing, supply chain, automation, and advanced systems.

I have founded and scaled multinational manufacturing businesses, held full P&L responsibility, and worked directly with executive teams navigating high-stakes operational decisions.

I’ve also seen what happens when powerful technologies are adopted faster than governance — and how liability emerges years later, not at launch.

My work today focuses on helping organizations deploy AI deliberately, defensibly, and successfully.

⸻

Book an Executive Strategy Session

A focused, executive-level session to determine whether advisory, evaluation, engineering, or full solution delivery is the right next step.

Deliverable:

A concise written summary outlining:

• Risk exposure

• Decision gaps

• Recommended next steps

⸻

Enterprise AI Advisory
Nashville, TN
📧 david@davidreichwein.com

Free copy of AI Governance
(pay-what-you-want, contributions appreciated):
👉 https://davidreichwein.gumroad.com/l/yxshzo