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Vernon Keenan

@vkeenan

Industry analyst specializing in enterprise applications and Salesforce, with a focus on AI-driven innovations. Seeking connections in Salesforce AI projects. Read more at SalesforceDevops.net

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20.11.2024
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Latest posts by Vernon Keenan @vkeenan

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Agentforce Contact Center and the End of the Integration Era - SalesforceDevops.net Salesforce's Agentforce Contact Center eliminates the CRM-telephony seam, creating an engine for AI agents to access just the right context.

Salesforce just did something they said they'd never do. 🚨 They became a CCaaS provider. And the EVP admitted it on the record. Here's what it means for Genesys, NICE, Five9 β€” and every contact center running on integrations. πŸ§΅πŸ‘‡ salesforcedevops.net/index.php/20...

10.03.2026 16:15 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Agentforce’s Vertical Bet: Why Regulated Industries Signal the β€œEmbedded Forever” Endgame - SalesforceDevops.net Why Salesforce’s move into healthcare and telecom signals the "Embedded Forever" era for governed, workflow-authoritative enterprise AI.

πŸ₯ πŸ“‘ "Embedded Forever" is the regulated AI endgame. Overlays are a "quick win," but healthcare and telecom demand governed action over vaporware. Salesforce is wiring an Agent Context Engine into the workflow. Architecture is strategy.
salesforcedevops.net/index.php/20...

05.03.2026 18:07 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Why Business Alignment Is the Guardian Agent Category That Matters Most - SalesforceDevops.net Gartner names Wayfound in its first Guardian Agent Market Guide. VE Economics reveals the moat the report missed.

πŸ›‘οΈ Gartner published its Guardian Agent Market Guide. Most categories focus on security. Only one focuses on whether your AI agents actually do what matters. That's where @WayfoundAI sits β€” and where Exponential Learning builds the real moat.
salesforcedevops.net/index.php/20...

04.03.2026 16:48 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The Chatbot Era Is Over. Most People Just Found Out. - SalesforceDevops.net OpenClaw showed everyone what AI agents actually are. Security failures and workforce anxiety prove the chatbot era is over.

🚨 The chatbot era is over. Most people just found out. OpenClaw hit 214K GitHub stars ⭐ and showed everyone what AI agents actually are β€” autonomous systems that act πŸ€– The security nightmare that followed proves orchestration was always the point. πŸ”—

salesforcedevops.net/index.php/20...

20.02.2026 16:50 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Virtual Employee Economics: The Three Laws Explained - SalesforceDevops.net The Three Laws of Virtual Employee Economics: how AI agents are changing labor in 2026 backed by Stanford, Harvard, and Fortune 500 evidence.

🚨 NEW: The Three Laws of Virtual Employee Economics β€” with evidence. AI inference costs dropped 280x in 18 months. Entry-level jobs in AI-exposed roles declined 13%. This isn't hype. It's payroll data. Our 2026 primer is live. πŸ“Š

salesforcedevops.net/index.php/20...

11.02.2026 19:17 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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From Integration to Intelligence: What Salesforce’s 2026 Connectivity Benchmark Really Signals - SalesforceDevops.net Salesforce’s 2026 Connectivity Benchmark reveals why enterprise AI’s next challenge isn’t integrationβ€”but semantic context for AI agents.

Enterprise AI has crossed a line. Agents are everywhereβ€”but understanding is missing. The next frontier isn’t integration. It’s semantic context. πŸ§ βš™οΈ Salesforce’s 2026 Connectivity Benchmark
πŸ”— salesforcedevops.net/index.php/20...
#EnterpriseAI #AgenticAI #DigitalInfrastructure

09.02.2026 17:38 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

🚨 BREAKING: Gartner just dropped the 2026 CDP Magic Quadrant. Salesforce wins β€” but the real story is bigger. The category is "bifurcating into platformization and agentification." CDPs are now context engines for AI agents, not marketing tools. πŸ‘‡ salesforcedevops.net/index.php/20...

29.01.2026 22:29 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Taking Back the Transformation: Why Forward Deployed Entrepreneurs Will Kill the Consulting Industrial Complex - SalesforceDevops.net Why internal Forward Deployed Entrepreneurs outperform consultants by embedding AI capability directly inside enterprise transformations.

🚨 95% of AI projects fail β€” and it’s not the models πŸ€–
It’s the consulting delivery model 🧱
Why the strategy ➑️ SI handoff kills enterprise AI β€” and how Forward Deployed Entrepreneurs are taking control back πŸ’₯πŸ‘‡#AI #EnterpriseAI #DigitalTransformation
salesforcedevops.net/index.php/20...

30.12.2025 21:55 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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2026: The Year AI Gets Real - SalesforceDevops.net Meta's AI capex retreat will trigger a market reckoning in 2026. A guide to the correction, the politics, and the enterprise transformation.

🚨 2026 won’t be remembered as the year AI β€œwon.”
It’ll be remembered as the year gravity returned.
The bubble corrects. Agents disappoint. Politics get weird. Virtual Employees quietly emerge as labor, not software.

🧡 2026: The Year AI Gets Real
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24.12.2025 21:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Salesforce Launches Agentforce in ChatGPT to Head Off β€˜Homegrown MCP Servers’ - SalesforceDevops.net Discover how Agentforce Sales ChatGPT integration streamlines tasks for sales reps and boosts productivity through AI.

"The thing I worry about was homegrown MCP servers from customers just spitting out data to OpenAI around the trust boundary." @salesforce EVP Kris Billmaier told me why they built the ChatGPT integration in 4 weeks. It's defense. #Agentforce #chatgpt

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22.12.2025 20:56 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Salesforce and Informatica: Context Is the New Currency in Race for Agentic AI Dominance - SalesforceDevops.net Salesforce details $8B Informatica strategy, positioning Data 360, Informatica, and MuleSoft as the data foundation for enterprise AI agents.

"AI models are intelligent but corporate stupid." 🎯 @salesforce just detailed why 80% of AI projects failβ€”and how the $8B Informatica acquisition changes the game. Context is the new currency. Here's what it means for Agentforce. 🧡

salesforcedevops.net/index.php/20...

#EnterpriseAI

10.12.2025 21:37 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Salesforce Makes Agent Observability GA, Extending the Agentic SDLC - SalesforceDevops.net Salesforce makes Agentforce Observability GA with analytics, session tracing, and quality scoring to improve enterprise AI agent performance.

πŸ’‘ The knowledge flywheel problem: Salesforce gives you session traces but no workflows to convert them into permanent organizational assets Companies with systematic observability will compound tacit knowledge daily πŸ“ˆ #VEEconomics #AIStrategy

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20.11.2025 18:30 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Salesforce AI Research Unveils eVerse: Enterprise Simulation Framework for Agent Training - SalesforceDevops.net Salesforce unveils eVerse, an enterprise AI simulation framework for training and stress-testing agents through synthetic data and RLHF.

πŸš€ Salesforce just dropped eVerse β€” a full-blown enterprise simulation framework for AI agent training.
From synthetic data to RLHF, it’s how Agentforce learns to think like your org.
➑️ Read the full breakdown:

salesforcedevops.net/index.php/20...

14.11.2025 16:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Copado Doubles Down on India with New Chief Evangelist, Jaipur Headquarters - SalesforceDevops.net Copado appoints Gaurav Kheterpal as Chief Evangelist and opens Jaipur headquarters as AI transformation drives DevOps demand across India.

πŸš€ Big moves in India's Salesforce ecosystem:
Copado appoints Gaurav Kheterpal as Chief Evangelist & opens Jaipur HQ. With 70% of Copado's 100K+ community based in India, this expansion signals where DevOps innovation is heading. salesforcedevops.net/index.php/20...

27.10.2025 17:04 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

🚨 salesforce just admitted what the industry won't say out loud: nobody has solved AI agent orchestration yet 🀯 But with Slack as the "Agentic OS" πŸ’¬ they might have found a trail through uncharted territory πŸ—ΊοΈhttps://salesforcedevops.net/index.php/2025/10/13/salesforce-unveils-agentforce-360/

13.10.2025 19:22 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Agentforce Vibes: Salesforce Expands Vibe Coding to the Enterprise - SalesforceDevops.net Salesforce transforms Code Builder into Agentforce Vibes, bringing enterprise-ready AI vibe coding with DevOps governance to every paid org.

πŸš€ Salesforce rebrands Code Builder as Agentforce Vibes, embedding AI-powered "vibe coding" directly into every paid org. 40K+ monthly users already generating 1M+ lines of production code. But can natural language replace traditional DevOps? Analysis:

salesforcedevops.net/index.php/20...

02.10.2025 18:53 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Slack Agent-Ready APIs: Conversations as Enterprise AI Infrastructure - SalesforceDevops.net Slack launches Agent-Ready APIs to turn conversations into enterprise AI infrastructure with secure, governed access and agentic workflows.

πŸš€ Slack is turning conversations into enterprise AI infrastructure. New Agent-Ready APIs = governed data access, inline actions, and an agent marketplace.

πŸ‘‰ Are you ready for the Slack-first enterprise?

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01.10.2025 19:02 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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MuleSoft Agent Fabric: Turning AI Agents Into Enterprise Infrastructure - SalesforceDevops.net Salesforce’s MuleSoft Agent Fabric moves AI agents from experiment to enterprise infra, with governance, testing, and DevOps integration.

πŸš€ MuleSoft Agent Fabric moves AI from demos to enterprise infrastructure. β€œThere’s no playbook for scaling agents, no β€˜Agents for Dummies.’ Enterprises are improvising as they go … only a handful are beyond experiments.” – Andrew Comstock, SVP MuleSoft salesforcedevops.net/index.php/20...

25.09.2025 17:10 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The Activation Energy Crisis: Why AI Projects Die and What Partners Must Do About It - SalesforceDevops.net Why AI projects stall between pilot and productionβ€”and how consulting partners can overcome the activation energy barrier to deliver success.

πŸš€ Crossing the AI β€œActivation Energy” barrier is the key to moving from pilots to production.
Chris Pearson, Keenan Vision researcher: β€œAI projects only succeed once enough activation energyβ€”data, governance, and readinessβ€”has been built up.”
#AI

salesforcedevops.net/index.php/20...

26.08.2025 13:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Metazoa Snapshot: MCP Workstations for Salesforce Org Management - SalesforceDevops.net Metazoa Snapshot introduces secure MCP workstations for Salesforce org management with AI-driven metadata intelligence.

🧠 "Cognitive DevOps" is here:
βœ… Metadata-first context (not screenshots!) βœ… Bounded UI actions with guardrails
βœ… Audit trails for compliance
Metazoa Snapshot shows how AI can accelerate #Salesforce orgs without sacrificing control
#DevOps #AIDevOps

salesforcedevops.net/index.php/20...

25.08.2025 13:53 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Salesforce Customers Fall Victim as ShinyHunters and Scattered Spider Join Forces - SalesforceDevops.net ShinyHunters and Scattered Spider exploit Salesforce OAuth flows through sophisticated vishing campaigns, bypassing MFA to steal CRM data.

πŸ”΄ If you manage Salesforce orgs, you need to read this NOW! Scattered Spider's vishing playbook + ShinyHunters' extortion infrastructure = your CRM data on Telegram πŸ‘‡ #Trailblazer #SaaS #SSPM #SalesforceOhana #EnterpriseSecurity

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17.08.2025 15:56 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Copado 'Org Intelligence' Brings Metadata Awareness to Conversational DevOps - SalesforceDevops.net Copado Org Intelligence brings real-time metadata awareness to Salesforce DevOps agents, enabling conversational org discovery.

πŸš€ Copado's Org Intelligence turned DevOps agents into metadata-aware assistants. Real-time org discovery, dependency mapping. Not revolutionary yet, but the foundation for conversational Salesforce DevOps is here. πŸ” #SalesforceDevOps

salesforcedevops.net/index.php/20...

14.08.2025 18:47 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Cirra AI Salesforce Admin MCP: A Real Overlay AI Moment for the Ecosystem - SalesforceDevops.net Cirra AI launches the first commercial Salesforce Admin MCP server, enabling AI assistants to automate admin tasks through natural language.

πŸ’‘ The future of Salesforce admin work is here! @CirraAI Hosted MCP Server lets you describe what you want in plain English, and AI handles the implementation - from metadata changes to workflow coordination πŸ”„βœ¨ $CRM #CognitiveDevOps #OverlayAI

salesforcedevops.net/index.php/20...

13.08.2025 16:32 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The Invisible Force Determining Your AI Future: Understanding Data Gravity - SalesforceDevops.net Data gravity shapes enterprise AI strategy. Why moving compute to data beats data to compute; how platforms weaponize physics for lock-in.

🌌 In physics, massive objects bend spacetime.
πŸ’Ύ In IT, massive datasets bend architecture.
Your 5TB in Microsoft 365 isn't just storageβ€”it's a gravitational well reshaping your entire AI strategy. Understand the physics of platform lock-in πŸ”’πŸ‘‡

salesforcedevops.net/index.php/20...

30.07.2025 18:18 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Help And Training Community

$CRM hits 1M Agentforce conversations on help.salesforce.com with 85% autonomous resolution rateβ€”far exceeding industry's 60-80% average. Human handoff dropped from 26% to 5% in 9 months. look at how "content collisions" nearly derailed the project:

salesforcedevops.net/index.php/20...

14.07.2025 13:31 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Salesforce Agentforce 3: Building the Production Infrastructure for Enterprise AI Agents - SalesforceDevops.net Salesforce Agentforce 3 introduces Command Center observability, MCP, and an enhanced Atlas architecture for enterprise AI agents

πŸ”Œ Agentforce 3 now speaks Model Context Protocolβ€”think β€œUSB-C for AI.” Instantly connect agents to AWS, Box, Stripe & 30+ partners with zero custom code while retaining Salesforce-grade security and governance. Get the full story ➑️

salesforcedevops.net/index.php/20...

23.06.2025 21:07 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The Secret to Managing AI Coding Agents: Think Like a Tech Lead, Not a Coder - SalesforceDevops.net Learn how to manage AI coding agents like a Tech Lead using documentation-first strategies to streamline the entire SDLC.

πŸ§ πŸ’» Think like a Tech Lead, not a coder.
Managing AI agents isn’t about writing codeβ€”it’s about orchestration.
Learn how to direct AI like a team of junior devs and transform chaos into velocity.
#AIAgents #DevOps #LLM #TechLeadership

salesforcedevops.net/index.php/20...

04.06.2025 16:24 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Salesforce Embeds Slack Directly Into CRM, Creating Collaboration Space with AI Agents - SalesforceDevops.net Salesforce integrates Slack into CRM, creating AI-enhanced collaboration spaces that merge customer data with team conversations.

πŸš€ Big news from Salesforce! Slack now embedded directly into CRM, transforming collaboration with built-in AI agents. Unify conversations, data, and digital teamwork seamlessly. #SalesforceSlack #AI #CRM #DigitalCollaboration salesforcedevops.net/index.php/20...

03.06.2025 15:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Salesforce Doubles Down on Data Infrastructure with $8B Informatica Buy as AI Agent Momentum Builds - SalesforceDevops.net Wall Street reacts cautiously to Salesforce’s Informatica acquisition and Agentforce strategy despite strong earnings.

πŸ“Š Salesforce's AI dreams hit a data reality check.
Despite strong Q1 numbers, investors see risk in Informatica’s aging tech stack and costly integration.
Why this could redefine enterprise AI adoption
#CRM #AIagents #EnterpriseAI #SalesforceEarnings

salesforcedevops.net/index.php/20...

29.05.2025 14:11 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

πŸ“ŠπŸ” Salesforce continues its AI agent push with Convergence.ai buyout. The technology enables autonomous navigation of complex digital environments without traditional integrations. What this means for customers and competitors: #TechAcquisition

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16.05.2025 13:51 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0