Artificial Intelligence

Artificial IntelligenceConversational AI (Chatbot / Agent)case studyFinanceLeadershipFinancial ServicesEnergy & UtilitiesAIEnterprise AIResearchCFOMarketingExcelGenerative AIsoal labsCost SavingEnterpriseTransformationPrivate EquityPrivate CreditscalingProcess AutomationDecision Support & ScoringDTCInvestment ManagementCPGChange ManagementSMBCreativityAI Evals / ReliabilityApplied AIKnowledge Management & Search (RAG)GenAIfractional aiRevenue GrowthQuotingSam AltmananthropicSaasCustom SoftwareDataManufacturingEffiencyData Synthesis & ReportingProfessional ServicesNatural Language ProcessingTelecommunicationsProduct Development
Artificial IntelligenceArtificial Intelligence
+6+6
How an Acquisitive Manufacturer Collapsed 15 Systems Into One Source of Truth, and How a PE-Backed Distributor Cut Board Packs From Four Days to Four Hours

How an Acquisitive Manufacturer Collapsed 15 Systems Into One Source of Truth, and How a PE-Backed Distributor Cut Board Packs From Four Days to Four Hours

Case studies from Murali Vivekanandan of Ideas2IT and Yayati Tanwar of Pluto AI, both on giving PE-backed companies a real-time view of their own numbers. Plus the most-read cases in our AI Use Case Library this week.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+9+9
How an Injection Molding Manufacturer Replaced Days-Long Quoting With Seven-Click Instant Quote, and How a Finance Team Cut Month-End Close From 10 Days to 1

How an Injection Molding Manufacturer Replaced Days-Long Quoting With Seven-Click Instant Quote, and How a Finance Team Cut Month-End Close From 10 Days to 1

Case studies from Alex Gruebele and Chandler Gonzalez of Tau9 Labs, and Kenny Jen of QuantFi. Plus: more than 180 new cases added to the library last week.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+10+10
How a $1B Hedge Fund Cut Call Prep From 60 Minutes to 5, and How a Fortune 500 CPG Team Got Every Data Answer Right

How a $1B Hedge Fund Cut Call Prep From 60 Minutes to 5, and How a Fortune 500 CPG Team Got Every Data Answer Right

Case studies from Jay Singh of Casper Studios and Aanikh Kler of Lazer Technologies, both about getting work out of the analyst queue and trusting the answer. Plus this week's podcast with Jimmy Bijlani.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+5+5
How a Wind Power Operator Cut On-Site Repair Time 30%, and How a Research Firm Cut Report Hours 95%

How a Wind Power Operator Cut On-Site Repair Time 30%, and How a Research Firm Cut Report Hours 95%

Case studies from Jozef Petro of Sudolabs and Will Fernandez of Defyner, both about breaking AI work into stages and keeping a human at every gate.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+6+6
How a Restoration Firm Turned Its CEO's Negotiating Instinct Into Recovered Revenue on Every Job, and How a 70-Year-Old Manufacturer Cut Engineering Time 60% Without a New Hire

How a Restoration Firm Turned Its CEO's Negotiating Instinct Into Recovered Revenue on Every Job, and How a 70-Year-Old Manufacturer Cut Engineering Time 60% Without a New Hire

Case studies from Jack Soslow & Jack Weissenberger of Ciridae and Justin Massa & Jason Rubinstein of Remix Partners, both about doing more with the team you already have. Plus both firms' podcast interviews.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+5+5
Why AI Is Finally Starting to Work (And Why Most Teams Still Miss the Point)

Why AI Is Finally Starting to Work (And Why Most Teams Still Miss the Point)

Just Curious 2025 Year in Review, Part 1 of 4: four diagnostic patterns from 100+ applied AI practitioners on what actually creates value once the novelty fades.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+3+3
Code Is Cheap. Context Isn’t: Tau9 Labs’ Factory-Floor Playbook

Code Is Cheap. Context Isn’t: Tau9 Labs’ Factory-Floor Playbook

Alex Gruebele & Chandler Gonzalez on how AI is unlocking a new era of custom software in manufacturing, cutting quoting from hours to seconds with builds measured in months, not years.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+5+5
The Quiet Urgency of AI: What to Build, When to Act, How to Win

The Quiet Urgency of AI: What to Build, When to Act, How to Win

Nicole Hedley on building real AI products in 5 weeks, Alex Goryachev’s bottom-up strategy for shadow AI adoption, Glenn Hopper on turning finance teams into insight engines, Juan Alfageme’s matrix for prioritizing AI with business impact, and Sam Altman on why the future arrives faster than we think.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+6+6
Stop Drowning in AI Pilots: Start Prototyping, Collaborating, and Scaling

Stop Drowning in AI Pilots: Start Prototyping, Collaborating, and Scaling

Fred Grinstein & Kate Cook on creative ideation, Sean Wood's micro-change formula, The Grin Labs on finally escaping pilot purgatory, and Hiten Shah from Dropbox on AI beyond chat.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+4+4
Your AI Edge Starts With People, Not Models

Your AI Edge Starts With People, Not Models

Amrit Saxena on PE x AI, Tahnee Perry on The AI Risks You're Overlooking, Emma Grede’s SKIMS story, and the mindset shift behind real AI momentum.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+2+2
Rapid AI Wins & Cute Marketplaces: Your Weekly AI Playbook

Rapid AI Wins & Cute Marketplaces: Your Weekly AI Playbook

Rapid AI validation, embedding AI in daily tools, and practical playbooks from top experts.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+4+4
Your First AI Win: Why Internal is Often Best

Your First AI Win: Why Internal is Often Best

In this issue: Justin Massa on SMB AI strategies, Jeremy Utley on breakthrough innovation, and Artium's proven method for scaling AI.

Stu Willson
Stu Willson