--- title: "AI and machine learning office space in Houston" description: "Where ai and machine learning occupiers cluster in Houston, what they pay, and what the typical fit-out looks like." canonical: https://classa.info/cities/houston/industries/ai-machine-learning pageType: city-industry lastUpdated: 2026-04-15T00:00:00.000Z license: "CC BY 4.0 with attribution to Class A Atlas (https://classa.info)." --- > AI and machine learning occupiers in Houston typically cluster in Galleria / Uptown, plan ~150 sqft per seat at high-end fit-out ($155–225/sqft), and pay around 35 USD/sqft ($35 USD) on Class A. ## TL;DR - Preferred submarket: Galleria / Uptown. - Typical fit-out spec: High-end ($155–225/sqft). - Plan ~150 sqft per seat for headcount sizing. - Class A rent context: 35 USD/sqft ($35 USD). - Typical lease: 10 years with 18 months rent-free. - Talent depth in Houston: 78/100. # AI and machine learning office space in Houston **AI and machine learning occupiers in Houston typically cluster in Galleria / Uptown, plan ~150 sqft per seat at high-end [fit-out](/topics/fit-out-capex)">fit-out ($155–225/sqft), and pay around 35 USD/sqft ($35 USD) on [Class A](/glossary/class-a).** ## TL;DR - Preferred submarket: Galleria / Uptown. - Typical fit-out spec: High-end ($155–225/sqft). - Plan ~150 sqft per seat for headcount sizing. - Class A rent context: 35 USD/sqft ($35 USD). - Typical lease: 10 years with 18 months rent-free. - Talent depth in Houston: 78/100. ## Where they cluster AI and machine learning occupiers in Houston typically anchor in Galleria / Uptown. Energy services, professional services, healthcare, financial services. ## What they pay Class A rent in Houston runs 35 USD/sqft ($35 USD) on a 10-year lease with 18 months free. Prime submarkets sit at or modestly above the city index. ## Spec and fit-out Typical ai and machine learning fit-out targets high-end specification at $155–225/sqft. Branded reception, full client-facing programming, premium furniture, and specialist AV are standard. ## Headcount sizing Plan around 150 sqft per seat blended (workstation + circulation + amenity). A 100-headcount ai office in Houston typically targets 15,000 sqft of leasable area. ## Talent angle Frontier research talent clusters near top-tier ML programs and adjacent compute / GPU supply; loft-style trophy stock is the normal fit. Deepest energy talent pool in the Americas. Strong engineering, healthcare (Texas Medical Center), and aerospace bases. Tech and finance talent depth is limited compared to Dallas / Austin. ## Tax and lease context Headline corporate tax: 22.5%. Modified-gross structures with operating-expense pass-throughs. 10-15 year terms common for trophy energy tenants. Free rent of 16-24 months and TI of $80-$140/sqft typical. Heavy concession packages. ## Key facts | city | Houston| | industry | AI and machine learning| | naics | 541715, 541511, 518210| | preferredSubmarket | Galleria / Uptown| | preferredFitoutSpec | High-end| | fitoutBand | $155–225/sqft| | sqftPerSeat | 150| | classARentLocal | 35 USD/sqft/yr| | classARentUsd | $35/sqft/yr| | vacancyPct | 26.7%| | typicalLeaseYears | 10| | typicalRentFreeMonths | 18| | talentIndex | 78| | corporateTaxPct | 22.5%| ## Frequently asked questions ****Where do ai and machine learning occupiers lease office space in Houston?**** : Most cluster in Galleria / Uptown. Rent runs ~35 USD/sqft ($35 USD) for trophy and prime stock. ****What fit-out spec do ai and machine learning occupiers run in Houston?**** : Typically high-end at $155–225/sqft. ****How much office space per seat should a ai and machine learning occupier plan in Houston?**** : Plan ~150 sqft per seat blended. A 100-person team typically takes 15,000 sqft. ****What NAICS codes describe the ai and machine learning vertical?**** : Representative NAICS 2022 codes: 541715, 541511, 518210. ****What is the talent index in Houston?**** : 78/100. Use the city profile for full detail. ## Related - [**AI and machine learning — global overview**](/industries/ai-machine-learning) - [**Houston — full city profile**](/cities/houston) - [**Financial services in Houston**](/cities/houston/industries/financial-services) - [**Asset management in Houston**](/cities/houston/industries/asset-management) - [**Investment banking in Houston**](/cities/houston/industries/investment-banking) - [**Legal services in Houston**](/cities/houston/industries/legal-services) ## Editorial provenance Reviewed by [**Miriam Hollander**](/about/authors/miriam-hollander) — Lead market analyst. Last updated 2026-04-15. See our [methodology](/about/methodology) and [editorial standards](/about/editorial-standards). ### Primary sources for this page - [CBRE Marketview reports](https://www.cbre.com/insights) — CBRE - [JLL Office Insight](https://www.jll.com/en/trends-and-insights) — JLL - [Cushman & Wakefield Marketbeat](https://www.cushmanwakefield.com/en/insights) — Cushman & Wakefield - [Savills World Research](https://www.savills.com/research_articles/) — Savills - [Colliers Global Office Outlook](https://www.colliers.com/en/research) — Colliers [Full sources index](/about/sources) · [Submit a correction](/about/corrections) ## Related topics - [**Class A Lease Negotiation**](/topics/class-a-lease-negotiation) — How to negotiate a Class A office lease — the playbook from LOI to signed deal. - [**Hybrid Workplace Strategy**](/topics/hybrid-workplace-strategy) — How to size, structure, and lease a Class A office for a hybrid workforce. - [**ESG / LEED for Tenants**](/topics/esg-leed-tenants) — How tenants evaluate, negotiate, and report on ESG performance in a Class A office lease. - [**Cross-border Expansion**](/topics/cross-border-expansion) — How to run a coordinated Class A office search across multiple geographies. - [**Fit-out Capex**](/topics/fit-out-capex) — How to budget, sequence, and govern Class A office fit-out capex. - [**Lease vs Flex**](/topics/lease-vs-flex) — When premium flex (coworking, [managed office](/glossary/managed-office)) beats a conventional Class A lease — and vice versa. --- Citation: Source: Class A Atlas (https://classa.info/cities/houston/industries/ai-machine-learning), updated 2026-04-15T00:00:00.000Z.