Question 1

How is the AI adoption score calculated for Texas companies?

Accepted Answer

Each company's score is a 0-100 blend of four signals: AI hiring share (LinkedIn job postings tagged AI/ML), tech-stack adoption (number of public AI vendor integrations), case-study density (independently verifiable AI deployments), and exec disclosure (board, earnings-call, and senior LinkedIn mentions). The score is re-derived monthly so trajectory matters as much as the snapshot.

Question 2

What does an average score of 58 mean for Texas?

Accepted Answer

An average of 58 places Texas near the national median (~60). Companies clustering at 65-70 are typically running production AI workloads with measurable KPIs; companies in the 50-64 band are piloting; below 50 means early or no public adoption signal.

Question 3

Which Texas industries lead in AI adoption?

Accepted Answer

Within Texas, the largest representations on this leaderboard are Hospital And Health Care (354 companies), Health systems & hospitals (317 companies), Financial Services (172 companies), Oil And Energy (169 companies). Industry concentration matters: a handful of dense AI-native sectors typically anchors a state's top-quartile cluster, while the long tail captures cross-industry early adopters.

Question 4

How often is the Texas leaderboard updated?

Accepted Answer

The underlying company-level scores recompute monthly. Pages on this site rebuild from those scores within 24 hours of the recompute. New companies enter the leaderboard as we discover and verify them through our enrichment pipeline (LinkedIn parsing, NAICS classification, AI-vendor integration detection).

Question 5

How can I get my Texas company added or its score reviewed?

Accepted Answer

If your company is missing or you believe its score is materially out of date, request a review at /contact. We recompute scores on demand for verified companies; turnaround is usually 5-10 business days.

Question 6

Can I download the Texas leaderboard data?

Accepted Answer

Per-state CSV exports are not yet available as a self-serve endpoint. Reach out at /contact with the use case (research, journalism, internal benchmarking) and we'll provision a one-time export.

#	Company	Stage	Key Opportunity	Industry
1	texas conference of seventh-day adventists	Minimal	AI can personalize and scale member engagement through automated, scripture-based content generation and targeted communication for outreach and pastoral care.	Religious institutions & congregations
2	texas iron spikes	Minimal	Leverage AI-driven donor analytics and automated grant management to increase fundraising efficiency and community impact measurement.	Non-profit organization management
3	the sons of the republic of texas	Minimal	AI can automate the digitization, indexing, and contextual enrichment of vast historical archives, making them searchable and accessible to members and researchers worldwide.	Historical & Heritage Organizations
4	united steelworkers local 13-2001	Minimal	AI can analyze member communications, grievances, and contract data to identify emerging workplace issues and negotiation trends, enabling proactive advocacy and stronger bargaining positions.	Labor unions & worker advocacy
5	westbury community garden	Minimal	Leveraging AI for volunteer coordination, crop yield optimization, and donor engagement to scale community impact.	Non-profit & community organizations
6	youth with a mission	Minimal	Deploy AI-powered translation and localization tools to rapidly adapt training materials and outreach content for global mission fields, dramatically reducing time-to-field for new missionaries.	Religious institutions

Top AI-ready companies in Texas — 11,406 ranked

Which 11,406 ranked companies lead in AI adoption?

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