{"title":"Fractional Chief AI Officer for Houston firms.","version":"0.1","url":"https://thecontrolsurface.com/landing/fractional-caio-houston","purpose":"A Houston-local Fractional Chief AI Officer engagement for professional services and operator-led firms. 1 to 3 month embedded leadership that converts AI experimentation into a focused set of board-ready, high-impact initiatives.","geography":{"city":"Houston","state":"Texas","postal_code":"77098","area_served":["Houston","Greater Houston","Texas"],"delivery_mode":"In-person, embedded with the leadership team"},"role":{"headline":"What a Fractional Chief AI Officer does","summary":"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.","facets":[{"name":"Embed with the team","summary":"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."},{"name":"Two parallel tracks","summary":"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."},{"name":"Investment decision support","summary":"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.\""},{"name":"More than build-vs-buy decisions","summary":"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."}]},"industries":{"value_proposition":"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.","fit":["Real estate (investment, development, property management)","Engineering, construction and environmental consulting","PE-backed services","Wealth management and financial advisory"],"key_challenges":[{"name":"Data security","summary":"Confidential client work stays inside a firm-managed AI account, never in a public model's training data."},{"name":"Output that's yours, not generic","summary":"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."},{"name":"Always human reviewers","summary":"A check between the AI's draft and a senior reviewer to validate the output, so hallucinations and weak reasoning get flagged."},{"name":"Quality you can measure","summary":"Scoring each draft against your firm's standard using a defined rubric, instead of 'feels good enough to me today.'"}],"method_cross_reference":{"summary":"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.","url":"https://thecontrolsurface.com/practical-applied-ai"}},"engagement":{"lead":{"name":"Fractional AI Leadership","duration":"1 to 3 month embedded engagement","summary":"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."},"components":[{"function":"Workflow encoding","offer_name":"Workflow Build Session","summary":"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."},{"function":"Executive grounding","offer_name":"AI Executive Quick Start","summary":"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."},{"function":"Rapid prototyping","offer_name":"Executive Prototyping","summary":"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."}]},"case_studies":[{"sector":"Industrial services / PE-backed","headline":"PE-Backed Industrial Services Company","summary":"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."},{"sector":"Real estate / Build-to-Rent advisory","headline":"BTR Advisory Capability Expansion","summary":"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."}],"operator_background":"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.","next_step":{"label":"Book a 30-minute scoping call","url":"https://calendar.app.google/nvSjydRBmdFgJHbt8"},"related":[{"url":"https://thecontrolsurface.com/consulting","purpose":"Practice overview: workshops, fractional engagements, and prototyping for firms early in their AI journey."},{"url":"https://thecontrolsurface.com/compounding-capability","purpose":"AI maturity model (Level 1 to Level 4) and where the Workflow Build Session sits in the journey."},{"url":"https://thecontrolsurface.com/practical-applied-ai","purpose":"The four-step method that runs inside a Workflow Build Session: how AI workflows get encoded, scored, and propagated."}]}