FRACTIONAL AI LEADERSHIP IN HOUSTON
Fractional Chief AI Officer for Houston firms.
One to three month embedded engagements that convert your team's AI experimentation into a focused set of high-impact initiatives. Conveniently based in "inner loop" Houston, available to work in your office alongside your leadership team daily.
Operator experience includes
The role
What a Fractional Chief AI Officer does
For most mid-market Houston firms, hiring a full-time Chief AI Officer is overkill; the need is real but doesn't justify a permanent executive seat. A fractional engagement covers the same scope at a fraction of the commitment.
Embed with the team
In the office, working directly in support of your teams and department heads, not around them. One to three months, to help put the foundation in place so the team has what it needs to carry the work forward.
Two parallel tracks
Bottom-up use-case discovery with the team experimenting to see what AI can do for their work, and top-down strategic assessment naming the growth and profitability drivers in plain business terms. The two synthesize into a focused set of initiatives.
Investment decision support
The engagement ends with a small, defensible set of AI initiatives, sized and sequenced including a vendor review, with named executive sponsors. The shift is from "our team is experimenting with AI" to "AI is driving measurable business outcomes."
More than build-vs-buy decisions
Your vendors are trying to sell you new AI features and solutions, but you need insights about where AI can really add value for you, and what expertise you need to build in-house.
Built for professional services
Where expertise is the product, the bar for AI is highest
Professional services utilize research, data analysis, model building, reading and synthesis which generic AI is competent at, but generic AI can't replicate your unique knowledge and judgment. This conundrum is at the heart of our method. We help you bridge the gap, so you get the benefits while maintaining your ownership of the decisions.
Our areas of focus include::
- Real estate (investment, development, property management)
- Engineering, construction and environmental consulting
- PE-backed services
- Wealth management and financial advisory
The foundation of using AI effectively
For the work that carries your firm's name, that means addressing things like:
Data security
Confidential client work stays inside a firm-managed AI account, never in a public model's training data.
Output that's yours, not generic
Off-the-shelf AI gives the average answer anyone could get. Your firm's expertise and voice have to be encoded for the AI for the output to belong to your firm.
Always human reviewers
A check between the AI's draft and a senior reviewer to validate the output, so hallucinations and weak reasoning get flagged.
Quality you can measure
Scoring each draft against your firm's standard using a defined rubric, instead of 'feels good enough to me today.'
The method we use is built around exactly these problems. You don't need to put blind trust in AI to get value from it. The discipline is to build the evaluation system that lets your team decide what passes and what doesn't, so AI raises both the floor and the ceiling on the work.
See how the method worksEngagement
Start small, scale what works
Scoped and time-bound. The firm walks away owning the methodology, the artifacts, and the in-house capability to keep going.
Fractional AI Leadership
1 to 3 month embedded engagement
Embedded with your leadership team. Two parallel tracks (bottom-up use-case discovery + top-down strategic assessment) synthesize into a small set of board-ready initiatives with named executive sponsors. Weekly or biweekly leadership cadence.
Three components run inside the engagement, applied as the work calls for them:
Workflow encoding
Workflow Build Session
Run early in the engagement to prove the method on one of your firm's high-value workflows. Decomposed and rebuilt as an AI-augmented version, scored against your firm's prior best work. The artifact your team uses the next day.
Executive grounding
AI Executive Quick Start
Two hours, customized to your firm, every executive leaves with AI running on their own device applied to real work. Used to ground the leadership team early, or when new leaders join the work.
Rapid prototyping
Executive Prototyping
When a specific tool needs to exist to test an idea or accelerate a decision, AI coding tools collapse months to days. Working prototype in your hands: either a clear spec to build or months saved when it doesn't validate.
Recent engagements
Work delivered for Houston-area firms
Industrial services / PE-backed
PE-Backed Industrial Services Company
Two-hour executive workshop for 12 C-suite leaders plus 2 outside board members. Each participant left with a personalized AI workspace, a custom prompting framework, and a use-case prioritization. Surfaced and resolved latent AI security concerns that had blocked progress for months.
Real estate / Build-to-Rent advisory
BTR Advisory Capability Expansion
Concept to functional client-demo platform in two weeks: data maturity engine, financial analysis pipeline with 40+ self-documenting formulas, three-tier anomaly detection, web app with standalone HTML reports. The platform encodes the advisor's judgment, not the model's.
Who you'd work with
Principal Consultant Nick DiCarlo
Based in 77098, serving greater Houston, before leaning into AI, Nick spent four years as COO and Chief Innovation Officer of Camillo Companies, a Houston-area Top 40 US home builder, overseeing construction operations across 1,000+ homes per year and enterprise technology deployments (JD Edwards, Entrata, Salesforce). Nick also spent ten years at Samsung Electronics America (VP), helping build the Galaxy smartphone brand as Samsung Mobile USA grew from $2B to $18B; led the Samsung + Oculus VR partnership. As the Chief Product officer for Roomored, lead product and operations; we exited to Interior Logic Group (Blackstone portfolio). GE Six Sigma Master Black Belt; five years at Nokia during the birth of mobile.
The Fractional CAIO role draws on the operator background, not consulting templates. The work is operational, the engagements are time-bound, the firm owns the artifacts. Repeat business comes from being nearby and trusted when the next problem shows up, not from making the current engagement longer.