AI keeps making biopharma faster at generating drug candidates — but is it improving which ones get funded? @Emerj sits down with Mukhtar Ahmed, Director of Project and Portfolio Strategy at Greenstone Biosciences, on the #AIinBusiness podcast. zurl.co/D6LJQ

AI is slashing product photo costs 100x, but is it creating visual sameness? @Emerj sits down with David Cost, CDO at @RainbowApparelCo, on the #AIinFinancialServices podcast. zurl.co/dLL4b

AI is moving faster into enterprise security than teams can track what it reads, sends, or alters, one uncontained mistake can instantly turn material. @Academy Sports + Outdoors CISO Mark Alvarado shares the exact deployment framework leaders need to stay ahead of the risk in the latest @Emerj interview distillation: zurl.co/5opbP

A report download signals interest, not fit, intent, or buying authority. Emerj’s B2B AI Lead Generation Process Guide shows AI companies how to turn engagement into qualified sales action through clearer conversion paths, lead scoring, and email follow-up. zurl.co/DW0fa

Database centralization isn't required for enterprise AI readiness. On the AI in Business podcast, @Emerj speaks with Ciprian Porutiu, SVP of Strategic Initiatives at Marsh, sponsored by Fynapse, on establishing common taxonomies and federated data domains. #AIinFinancialServices

What if your AI agent had a performance review? Vanessa Tabbert, VP of Agentic Transformation and Sales Development at Salesforce, on treating agents like SDRs — not software. @emerj #AIinBusiness Explore the full breakdown: zurl.co/FUnmk

AI pilots work perfectly on a laptop, then stall in production. @Emerj sits down with Samar Abbas, Co-founder & CEO at Temporal, on the #AIinInfrastructure podcast. zurl.co/ki5h1

Every AI initiative that actually scales passes a two-part test, says Novartis data science director Xiong Liu. @emerj #AIinBusiness Before your next AI sprint — listen here: zurl.co/FyMsJ

Don't automate a process you haven't standardized. Wells Fargo Data Management Director Nathaniel Bell on the @Emerj #AIinBusinessPodcast with @WellsFargo: zurl.co/shzun

A 3-5x workload gain beats a 20% benchmark score every time. Drew Barbier of MIPS explains on @emerj #AIinBusiness. What your CIO needs to hear: zurl.co/xQfzV

Cleveland Clinic shows that clinical AI scales when it earns clinician trust inside the workflow, not around it. @Emerj's latest analysis looks at how the health system took ambient documentation enterprise-wide after a head-to-head vendor pilot, and how it judged sepsis AI on signal quality as much as detection. Read the full analysis for the strategic implications: zurl.co/vZmzw

Three ways to discover #AI trends in any sector by: - Following the venture money - Letting executives tell YOU the future - Staying attuned to industry priorities zurl.co/vYwo1

Downstream value is nearly impossible to measure without a named decision behind the model. Xiong Liu (Novartis) explains. @emerj #AIinBusiness Worth your 30 minutes: zurl.co/hbkFE

Healthcare organizations improve outcomes when they can deliver confident, consistent decisions. On the #AIinBusinessPodcast, @Emerj speaks with Jim Hartman, Chief Commercial Officer at Cleerly, about how AI reduces diagnostic ambiguity and turns fragmented cardiac data into clarity clinicians can act on. Sponsored by @Cleerly: zurl.co/EzWSX

Does your vendor's benchmark score actually reflect your workload? Drew Barbier of MIPS says usually not. @emerj #AIinBusiness See what changes first — and what pays off fastest: zurl.co/jc1OD

Separate the foundation question from the adoption question before your budget ask — that's Xiong Liu's (Novartis) rule. @emerj #AIinBusiness See what changes first — and what pays off fastest: zurl.co/CMkpe

We are never going to reach the finish line here."" Vanessa Tabbert, VP of Agentic Transformation and Sales Development at Salesforce, on why AI agents need performance reviews too. @emerj #AIinBusiness Full framework worth a listen: zurl.co/tHVxh

A bank that can't serve customers because it's tied to one AI model has a continuity problem, not a tech problem. @SambaNovaAI CEO Rodrigo Liang on sovereignty, power limits, and scale, on the @Emerj #AIInfrastructurePodcast: zurl.co/PXyTu

A plan that dies between head office and the shelf costs CPGs twice: spend on activity that never happened, revenue that never arrived. @reckitt VP of Transformation Stephanie Lilley on where AI closes the gap, on the @Emerj #AIinBusiness podcast: zurl.co/3QFmN

Trading hardware cost for software complexity isn't savings, it's relocation. Sam Grove of MIPS explains on @emerj #AIinBusiness. What your CIO needs to hear:zurl.co/hXlHS