What AI skills do S&P 500 companies already use?
Despite the hype surrounding AI, some of which is certainly justified, a lot of people still ask if it has translated into real revenue in companies.
My BotFlo AI Transformation Score tries to answer this question.
As I created these reports, I noticed that I could also use them to figure out what AI Skills are already being used in S&P 500 companies?
Here is a preview
"Ticker","Company Name","Skill","Report Link"
"AAPL","Apple Inc.","AI infrastructure & power / data-center build-out","https://score.botflo.com/report.html?slug=aapl-2026-07-30#tab=structured&field=ai_infrastructure_platform_investment"
"AAPL","Apple Inc.","AI-powered customer-experience personalization and recommendation","https://score.botflo.com/report.html?slug=aapl-2026-07-30#tab=structured&field=customer_experience_transformation"
"AAPL","Apple Inc.","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=aapl-2026-07-30#tab=structured&field=agentic_automation_level"
"AAPL","Apple Inc.","Cloud and hyperscaler AI platform usage and co-engineering","https://score.botflo.com/report.html?slug=aapl-2026-07-30#tab=structured&field=cloud_ai_platform_investment_level"
"AAPL","Apple Inc.","Generative AI product integration (training/inference accelerators, open models)","https://score.botflo.com/report.html?slug=aapl-2026-07-30#tab=structured&field=generative_ai_product_integration_level"
"ABNB","Airbnb, Inc.","AI-driven developer productivity & coding acceleration","https://score.botflo.com/report.html?slug=abnb-2026-08-06#tab=presentation&slide=2"
"ABNB","Airbnb, Inc.","Change management and internal adoption of AI tools across functions","https://score.botflo.com/report.html?slug=abnb-2026-08-06#tab=structured&field=ai_strategic_centrality"
"ABNB","Airbnb, Inc.","Conversational AI / search experience design and deployment (web + app)","https://score.botflo.com/report.html?slug=abnb-2026-08-06#tab=qa&slide=3"
"ABNB","Airbnb, Inc.","Cost-reduction and productivity measurement of AI initiatives (transaction costs, structural savings)","https://score.botflo.com/report.html?slug=abnb-2026-08-06#tab=presentation&slide=3"
"ABNB","Airbnb, Inc.","Large-scale personalization & recommendation engines","https://score.botflo.com/report.html?slug=abnb-2026-08-06#tab=structured&field=personalization_recommendation_level"
"ABNB","Airbnb, Inc.","Workflow automation with AI assistants (reducing manual touch-points, errors, cycle times)","https://score.botflo.com/report.html?slug=abnb-2026-08-06#tab=presentation&slide=3"
"ADP","Automatic Data Processing, Inc.","AI-driven developer productivity & coding acceleration","https://score.botflo.com/report.html?slug=adp-2026-07-29#tab=presentation&slide=4"
"ADP","Automatic Data Processing, Inc.","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=adp-2026-07-29#tab=structured&field=agentic_automation_level"
"ADP","Automatic Data Processing, Inc.","Associate / frontline workflow redesign around AI automation","https://score.botflo.com/report.html?slug=adp-2026-07-29#tab=presentation&slide=4"
"ADP","Automatic Data Processing, Inc.","Change management & internal AI adoption at enterprise scale","https://score.botflo.com/report.html?slug=adp-2026-07-29#tab=structured&field=ai_strategic_centrality"
"ADP","Automatic Data Processing, Inc.","Generative AI product integration (training/inference accelerators, open models)","https://score.botflo.com/report.html?slug=adp-2026-07-29#tab=structured&field=generative_ai_product_integration_level"
"ADP","Automatic Data Processing, Inc.","Human–AI collaboration and oversight of automated decisions","https://score.botflo.com/report.html?slug=adp-2026-07-29#tab=structured&field=customer_support_automation_level"
"AKAM","Akamai Technologies, Inc.","AI infrastructure & power / data-center build-out","https://score.botflo.com/report.html?slug=akam-2026-08-06#tab=structured&field=ai_infrastructure_platform_investment"
"AKAM","Akamai Technologies, Inc.","Edge / network AI optimization","https://score.botflo.com/report.html?slug=akam-2026-08-06#tab=presentation&slide=2"
"AKAM","Akamai Technologies, Inc.","Inference optimization and low-latency architecture choices","https://score.botflo.com/report.html?slug=akam-2026-08-06#tab=presentation&slide=2"
"AKAM","Akamai Technologies, Inc.","Partnership management with external AI platform providers","https://score.botflo.com/report.html?slug=akam-2026-08-06#tab=presentation&slide=4"
"AKAM","Akamai Technologies, Inc.","Runtime security / data-delivery AI","https://score.botflo.com/report.html?slug=akam-2026-08-06#tab=structured&field=cybersecurity_ai_level"
"ALL","The Allstate Corporation","AI for risk, underwriting, claims, and decision intelligence","https://score.botflo.com/report.html?slug=all-2026-08-06#tab=presentation&slide=2"
"ALL","The Allstate Corporation","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=all-2026-08-06#tab=structured&field=agentic_automation_level"
"ALL","The Allstate Corporation","Enterprise data-platform preparation and governance for AI scale-up","https://score.botflo.com/report.html?slug=all-2026-08-06#tab=structured&field=data_foundation_intelligence_layer"
"ALL","The Allstate Corporation","Multi-agent / Super-Agent orchestration","https://score.botflo.com/report.html?slug=all-2026-08-06#tab=presentation&slide=2"
"AMD","Advanced Micro Devices, Inc.","AI infrastructure & power / data-center build-out","https://score.botflo.com/report.html?slug=amd-2026-05-05#tab=structured&field=ai_infrastructure_platform_investment"
"AMD","Advanced Micro Devices, Inc.","AI infrastructure fundamentals (rack-scale architectures, GPU/CPU attach ratios, Helios-style systems)","https://score.botflo.com/report.html?slug=amd-2026-05-05#tab=presentation&slide=3"
"AMD","Advanced Micro Devices, Inc.","Balancing AI investment with margin / CapEx trade-offs and guidance impacts","https://score.botflo.com/report.html?slug=amd-2026-05-05#tab=structured&field=financial_impact_direction_tradeoffs"
"AMD","Advanced Micro Devices, Inc.","Cloud and hyperscaler AI platform usage and co-engineering","https://score.botflo.com/report.html?slug=amd-2026-05-05#tab=structured&field=cloud_ai_platform_investment_level"
"AMD","Advanced Micro Devices, Inc.","Partnership management with external AI platform providers","https://score.botflo.com/report.html?slug=amd-2026-08-04#tab=presentation&slide=3"
"AMD","Advanced Micro Devices, Inc.","Software development acceleration via agent-based coding workflows","https://score.botflo.com/report.html?slug=amd-2026-08-04#tab=presentation&slide=4"
"AME","AMETEK, Inc.","Autonomous virtual engineering / design agents","https://score.botflo.com/report.html?slug=ame-2026-08-04#tab=structured&field=engineering_design_simulation_ai_level"
"AME","AMETEK, Inc.","Manufacturing / process quality and yield optimization via AI","https://score.botflo.com/report.html?slug=ame-2026-08-04#tab=structured&field=manufacturing_quality_process_optimization_level"
"AMP","Ameriprise Financial, Inc.","AI-powered customer-experience personalization and recommendation","https://score.botflo.com/report.html?slug=amp-2026-07-23#tab=structured&field=customer_experience_transformation"
"AMP","Ameriprise Financial, Inc.","Associate / frontline workflow redesign around AI automation","https://score.botflo.com/report.html?slug=amp-2026-07-23#tab=presentation&slide=3"
"AMP","Ameriprise Financial, Inc.","Workflow automation with AI assistants (reducing manual touch-points, errors, cycle times)","https://score.botflo.com/report.html?slug=amp-2026-07-23#tab=structured&field=efficiency_productivity_focus"
"AMZN","Amazon.com, Inc.","AI infrastructure & power / data-center build-out","https://score.botflo.com/report.html?slug=amzn-2026-07-30#tab=structured&field=ai_infrastructure_platform_investment"
"AMZN","Amazon.com, Inc.","AI-powered customer-experience personalization and recommendation","https://score.botflo.com/report.html?slug=amzn-2026-07-30#tab=structured&field=customer_experience_transformation"
"AMZN","Amazon.com, Inc.","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=amzn-2026-07-30#tab=structured&field=agentic_automation_level"
"AMZN","Amazon.com, Inc.","Balancing AI investment with margin / CapEx trade-offs and guidance impacts","https://score.botflo.com/report.html?slug=amzn-2026-07-30#tab=presentation&slide=4"
"AMZN","Amazon.com, Inc.","Cloud and hyperscaler AI platform usage and co-engineering","https://score.botflo.com/report.html?slug=amzn-2026-07-30#tab=presentation&slide=3"
"AMZN","Amazon.com, Inc.","Software development acceleration via agent-based coding workflows","https://score.botflo.com/report.html?slug=amzn-2026-07-30#tab=presentation&slide=3"
"ANET","Arista Networks, Inc.","AI infrastructure & power / data-center build-out","https://score.botflo.com/report.html?slug=anet-2026-05-05#tab=structured&field=ai_infrastructure_platform_investment"
"ANET","Arista Networks, Inc.","AI networking & fabric design (800GE/1.6T, scale-across, Ethernet AI fabrics)","https://score.botflo.com/report.html?slug=anet-2026-08-04#tab=presentation&slide=2"
"ANET","Arista Networks, Inc.","Memory / supply-chain awareness for AI compute deployments","https://score.botflo.com/report.html?slug=anet-2026-08-04#tab=presentation&slide=4"
"APP","AppLovin Corporation","Balancing AI investment with margin / CapEx trade-offs and guidance impacts","https://score.botflo.com/report.html?slug=app-2026-08-05#tab=structured&field=financial_impact_direction_tradeoffs"
"APP","AppLovin Corporation","Domain-specific ML model training & fine-tuning (e.g., subsurface, genetics, operations data)","https://score.botflo.com/report.html?slug=app-2026-08-05#tab=structured&field=ai_strategic_centrality"
"AVY","Avery Dennison Corporation","AI for commercial insights and first-party consumer data leverage","https://score.botflo.com/report.html?slug=avy-2026-07-30#tab=structured&field=ai_strategic_centrality"
"AXON","Axon Enterprise, Inc.","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=axon-2026-08-05#tab=structured&field=agentic_automation_level"
"AXON","Axon Enterprise, Inc.","Generative AI product integration (training/inference accelerators, open models)","https://score.botflo.com/report.html?slug=axon-2026-08-05#tab=structured&field=ai_strategic_centrality"
"AXON","Axon Enterprise, Inc.","Human–AI collaboration and oversight of automated decisions","https://score.botflo.com/report.html?slug=axon-2026-08-05#tab=qa&slide=1"
"BAC","Bank of America Corporation","AI-driven developer productivity & coding acceleration","https://score.botflo.com/report.html?slug=bac-2026-07-14#tab=presentation&slide=3"
"BAC","Bank of America Corporation","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=bac-2026-07-14#tab=structured&field=agentic_automation_level"
"BAC","Bank of America Corporation","Change management & internal AI adoption at enterprise scale","https://score.botflo.com/report.html?slug=bac-2026-07-14#tab=presentation&slide=3"
"BAC","Bank of America Corporation","Interpreting and acting on AI-generated insights / forecasts","https://score.botflo.com/report.html?slug=bac-2026-07-14#tab=structured&field=customer_experience_transformation"
"BEN","Franklin Resources, Inc.","Cost-reduction and productivity measurement of AI initiatives (transaction costs, structural savings)","https://score.botflo.com/report.html?slug=ben-2026-07-31#tab=structured&field=measurable_impact_evidence_quality"
"BEN","Franklin Resources, Inc.","Cross-functional AI use-case identification (exploration → trading → operations)","https://score.botflo.com/report.html?slug=ben-2026-07-31#tab=structured&field=overall_ai_maturity_coherence"
"BEN","Franklin Resources, Inc.","Multi-agent / Super-Agent orchestration","https://score.botflo.com/report.html?slug=ben-2026-07-31#tab=structured&field=agentic_automation_level"
"BKNG","Booking Holdings Inc.","AI-driven developer productivity & coding acceleration","https://score.botflo.com/report.html?slug=bkng-2026-08-04#tab=structured&field=efficiency_productivity_focus"
"BKNG","Booking Holdings Inc.","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=bkng-2026-08-04#tab=structured&field=agentic_automation_level"
"BKNG","Booking Holdings Inc.","Conversational AI / search experience design and deployment (web + app)","https://score.botflo.com/report.html?slug=bkng-2026-08-04#tab=presentation&slide=4"
"BKNG","Booking Holdings Inc.","Large-scale personalization & recommendation engines","https://score.botflo.com/report.html?slug=bkng-2026-08-04#tab=structured&field=personalization_recommendation_level"
"BLK","BlackRock, Inc.","AI for commercial insights and first-party consumer data leverage","https://score.botflo.com/report.html?slug=blk-2026-07-15#tab=structured&field=data_foundation_intelligence_layer"
"BNY","The Bank of New York Mellon Corporation","Change management & internal AI adoption at enterprise scale","https://score.botflo.com/report.html?slug=bny-2026-07-15#tab=structured&field=internal_adoption_cultural_signals"
"BNY","The Bank of New York Mellon Corporation","Digital-tech-transformation program management (multi-year roadmaps, phased rollouts)","https://score.botflo.com/report.html?slug=bny-2026-07-15#tab=presentation&slide=2"
"BR","Broadridge Financial Solutions, Inc.","AI-native platform / product monetization","https://score.botflo.com/report.html?slug=br-2026-08-04#tab=structured&field=revenue_innovation_focus"
"BR","Broadridge Financial Solutions, Inc.","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=br-2026-08-04#tab=structured&field=agentic_automation_level"
"BR","Broadridge Financial Solutions, Inc.","Cost-reduction and productivity measurement of AI initiatives (transaction costs, structural savings)","https://score.botflo.com/report.html?slug=br-2026-08-04#tab=structured&field=measurable_impact_evidence_quality"
"BX","Blackstone Inc.","AI infrastructure & power / data-center build-out","https://score.botflo.com/report.html?slug=bx-2026-07-23#tab=structured&field=ai_infrastructure_platform_investment"
"BX","Blackstone Inc.","Balancing AI investment with margin / CapEx trade-offs and guidance impacts","https://score.botflo.com/report.html?slug=bx-2026-07-23#tab=structured&field=financial_impact_direction_tradeoffs"
"CBRE","CBRE Group, Inc.","Predictive maintenance and asset-reliability analytics","https://score.botflo.com/report.html?slug=cbre-2026-07-29#tab=structured&field=efficiency_productivity_focus"
"CDNS","Cadence Design Systems, Inc.","Autonomous virtual engineering / design agents","https://score.botflo.com/report.html?slug=cdns-2026-07-27#tab=presentation&slide=2"
"CDNS","Cadence Design Systems, Inc.","Generative AI product integration (training/inference accelerators, open models)","https://score.botflo.com/report.html?slug=cdns-2026-07-27#tab=structured&field=generative_ai_product_integration_level"
"CDNS","Cadence Design Systems, Inc.","Multi-agent / Super-Agent orchestration","https://score.botflo.com/report.html?slug=cdns-2026-07-27#tab=structured&field=agentic_automation_level"
"CDW","CDW Corporation","AI infrastructure & power / data-center build-out","https://score.botflo.com/report.html?slug=cdw-2026-08-05#tab=structured&field=data_center_ai_infrastructure_level"
"CDW","CDW Corporation","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=cdw-2026-08-05#tab=structured&field=agentic_automation_level"
"CDW","CDW Corporation","Balancing AI investment with margin / CapEx trade-offs and guidance impacts","https://score.botflo.com/report.html?slug=cdw-2026-08-05#tab=structured&field=financial_impact_direction_tradeoffs"
"CDW","CDW Corporation","Change management and internal adoption of AI tools across functions","https://score.botflo.com/report.html?slug=cdw-2026-08-05#tab=presentation&slide=4"
"CDW","CDW Corporation","Cross-functional AI use-case identification (exploration → trading → operations)","https://score.botflo.com/report.html?slug=cdw-2026-08-05#tab=qa&slide=1"
"CDW","CDW Corporation","Generative AI product integration (training/inference accelerators, open models)","https://score.botflo.com/report.html?slug=cdw-2026-08-05#tab=structured&field=generative_ai_product_integration_level"
"CDW","CDW Corporation","Multi-agent / Super-Agent orchestration","https://score.botflo.com/report.html?slug=cdw-2026-08-05#tab=presentation&slide=4"
"CDW","CDW Corporation","Partnership management with external AI platform providers","https://score.botflo.com/report.html?slug=cdw-2026-08-05#tab=structured&field=overall_ai_maturity_coherence"
"CHRW","C.H. Robinson Worldwide, Inc.","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=chrw-2026-07-29#tab=structured&field=agentic_automation_level"
"CHRW","C.H. Robinson Worldwide, Inc.","Associate / frontline workflow redesign around AI automation","https://score.botflo.com/report.html?slug=chrw-2026-07-29#tab=presentation&slide=2"
"CHRW","C.H. Robinson Worldwide, Inc.","Cost-reduction and productivity measurement of AI initiatives (transaction costs, structural savings)","https://score.botflo.com/report.html?slug=chrw-2026-07-29#tab=structured&field=measurable_impact_evidence_quality"
"CHRW","C.H. Robinson Worldwide, Inc.","Human–AI collaboration and oversight of automated decisions","https://score.botflo.com/report.html?slug=chrw-2026-07-29#tab=presentation&slide=3"
"CHRW","C.H. Robinson Worldwide, Inc.","Scaling early AI pilots into larger 2027-style platform rollouts","https://score.botflo.com/report.html?slug=chrw-2026-07-29#tab=presentation&slide=1"
"CHRW","C.H. Robinson Worldwide, Inc.","Supply-chain, logistics, and freight network optimization using AI","https://score.botflo.com/report.html?slug=chrw-2026-07-29#tab=structured&field=supply_chain_logistics_optimization_level"
"CHRW","C.H. Robinson Worldwide, Inc.","Workflow automation with AI assistants (reducing manual touch-points, errors, cycle times)","https://score.botflo.com/report.html?slug=chrw-2026-07-29#tab=presentation&slide=1"
"CI","The Cigna Group","Interpreting and acting on AI-generated insights / forecasts","https://score.botflo.com/report.html?slug=ci-2026-07-30#tab=structured&field=measurable_clinical_outcomes_level"
"CL","Colgate-Palmolive Company","AI for commercial insights and first-party consumer data leverage","https://score.botflo.com/report.html?slug=cl-2026-07-31#tab=qa&slide=2"
"CL","Colgate-Palmolive Company","Agentic AI / multi-agent workflow design and orchestration","https://score.botflo.com/report.html?slug=cl-2026-07-31#tab=structured&field=agentic_automation_level"
"CL","Colgate-Palmolive Company","Basic AI literacy & terminology (models, inference, training, agents)","https://score.botflo.com/report.html?slug=cl-2026-07-31#tab=structured&field=hype_vs_execution_balance"
"CL","Colgate-Palmolive Company","Change management and internal adoption of AI tools across functions","https://score.botflo.com/report.html?slug=cl-2026-07-31#tab=structured&field=ai_strategic_centrality"
"CL","Colgate-Palmolive Company","Enterprise data-platform preparation and governance for AI scale-up","https://score.botflo.com/report.html?slug=cl-2026-07-31#tab=structured&field=ai_infrastructure_platform_investment"
"CL","Colgate-Palmolive Company","Workflow automation with AI assistants (reducing manual touch-points, errors, cycle times)","https://score.botflo.com/report.html?slug=cl-2026-07-31#tab=structured&field=efficiency_productivity_focus"
"CLX","The Clorox Company","Demand forecasting and inventory optimization with AI/ML","https://score.botflo.com/report.html?slug=clx-2026-08-03#tab=structured&field=demand_forecasting_inventory_level"
"CMG","Chipotle Mexican Grill, Inc.","Demand forecasting and inventory optimization with AI/ML","https://score.botflo.com/report.html?slug=cmg-2026-07-29#tab=structured&field=demand_forecasting_inventory_optimization_level"
"CNC","Centene Corporation","Basic AI risk awareness (even when formal governance is still light)","https://score.botflo.com/report.html?slug=cnc-2026-07-28#tab=structured&field=governance_risk_ethics_depth"You can paste this directly into Airtable and make it easier to analyze by creating a new table by pasting content

And import

Or you can download the full CSV file (500 rows) from my course, where I also go over the findings from this list.

