AI Agents·Healthcare·Manufacturing·CPG·Private Equity
AI agents and intelligence systems for healthcare, manufacturing, and CPG, plus AI-driven value creation for private equity portfolios.
Private advisory · By referral only
Scroll01The firm
XOA designs and deploys AI agents and intelligence systems for healthcare and manufacturing organizations, partnering with over a dozen CPG and healthcare leaders to turn operational data into actionable insight, predictive capability, and intelligent automation.
We also partner with private equity sponsors to deliver AI-driven value creation across their portfolio companies.
02Sectors
Fig. 01Clinical and operational signal
Privacy-conscious technology and analytics designed to support operational insight while respecting regulatory requirements.
Fig. 02Every line, shift, and facility
End-to-end intelligence platforms that unify production data, quality metrics, and supply chain signals into a single operational picture.
Fig. 03Plant floor to retailer shelf
AI agents that work inside the functions that run a consumer packaged goods company, from the plant floor to the retailer's shelf to the finance close.
Fig. 04Diligence through exit
Working with sponsors and their operating partners to turn AI into measurable EBITDA across the hold period.
03Capabilities
Each is scoped to the operating decision it serves, grounded in your systems, and deployed inside your perimeter.
XOA builds end-to-end manufacturing intelligence platforms that unify production data, quality metrics, and supply chain signals into a single operational picture. We help manufacturers see what is happening across every line, shift, and facility, and understand why.
This is the foundation of everything we do.
XOA designs and deploys purpose-built AI systems for manufacturing environments, from predictive maintenance models that prevent unplanned downtime to computer vision systems that automate quality inspection. Every model is trained on your data, validated against your processes, and deployed within your security perimeter.
Each application is purpose-built. We do not resell or rebrand third-party products.
XOA provides senior, vetted technology professionals who integrate quietly and effectively into client organizations. Our augmentation model is designed for firms that require discretion, depth, and immediate contribution without the overhead of traditional staffing.
Engagements are selective and relationship-driven.
XOA advises healthcare organizations on privacy-conscious technology and analytics designed to support operational insight while respecting regulatory requirements.
We support select CPA practices with secure technology, analytics, and specialized teams that enhance advisory services and operational clarity.
XOA builds AI agents that work inside the functions that run a consumer packaged goods company, from the plant floor to the retailer's shelf to the finance close. Each agent is grounded in your ERP, WMS, and trade data, and deployed within your security perimeter.
One operating model, applied function by function.
Supply Chain & Operations
Finance & Accounting
Sales & Commercial
Marketing, R&D & Support Functions
XOA works with private equity sponsors and their operating partners to turn AI into measurable EBITDA across the hold period. We engage from diligence through exit, with a bias toward deployments that show up in the numbers within two quarters.
Discreet, sponsor-aligned, and measured in EBITDA.
04Agents at work
Each agent is scoped to a single operating decision, grounded in your systems of record, and held behind an explicit approval gate. Agents recommend; designated operators approve.
Weekly sell-through · 12 wks · plan dashed
05Approach
Every engagement follows the same disciplined sequence, so AI programs stay accountable to operating results rather than demonstrations.
06Controls
Deployed in your cloud or on-premise environment. Client data does not leave client infrastructure.
Grounded in your ERP, WMS, EHR, and data warehouse rather than generic web data.
Agents recommend; designated operators approve. Every action carries a named owner.
Every signal, inference, and action is logged and reviewable by compliance and finance.
07Why XOA
08By referral
By referral only. You have to know someone.
Every engagement begins with an introduction from a client or partner who already works with us. That is deliberate.