Turning Customer Feedback into Better Products

❓ How do you ensure your Enterprise AI delivers a business outcome at high quality, quickly, and at low cost? That’s the industry’s biggest question right now, and it’s central to our mission here in #SharePoint to build trustworthy agentic content management. Read the just published technical deep dive by Sujay Kumar Jauhar and others on how we built an outcome-based eval system to answer this question at global scale inside the world’s leading content management platform. 📣 Call to action: Modernize your first content workflow with Copilot in SharePoint and let us know how it goes. https://lnkd.in/eCYNsFB4

One agent is powerful. 🤖 A team of agents connected through MCP? 🔗 That's a different category entirely. 📈 ━━━━━━━━━━━━━━━━ Here's the problem with most multi-agent systems today. 👇 The agents are brilliant individually. 🤖 But they can't talk to each other properly. 🚫 They can't share context. 🚫 They can't hand off work cleanly. 🚫 They can't access the same live tools and data. 🚫 So you end up with a team of geniuses who can't collaborate. 😩 This is exactly the problem MCP solves for multi-agent systems. 👇 ━━━━━━━━━━━━━━━━ What MCP gives your multi-agent system: 👇 🔹 🔗 SHARED TOOL ACCESS Every agent in your system connects to the same tools through one standardised protocol. 🔌 Agent 1 searches the web. Agent 2 reads the database. Agent 3 updates the CRM. All through MCP. All standardised. All secure. ✅ 🔹 🤝 CLEAN HANDOFFS When Agent 1 finishes its job — it passes context to Agent 2 cleanly. 🤖 No data lost in translation. 🚫 No rebuilding context from scratch. 🚫 The next agent picks up exactly where the last one left off. 🎯 🔹 🔄 REAL-TIME COORDINATION Agents working in parallel can access live data simultaneously through MCP. ⚡ Researcher agent and writer agent both working at the same time. 📝 Both connected to the same live sources. 📊 Results merged by the orchestrator. 🏗️ 🔹 🛡️ CONSISTENT SECURITY Permissions enforced at the protocol level across every agent. 🔐 Agent 1 and Agent 5 both respect the same access boundaries. No agent can exceed what it's been given permission to do. ✅ ━━━━━━━━━━━━━━━━ Real world example. 👇 A content operations system with 5 agents. 📝 🔍 Agent 1 — research agent searches live news and trends via MCP web search 📋 Agent 2 — brief agent pulls brand guidelines from Notion via MCP ✍️ Agent 3 — writer agent generates the first draft ✅ Agent 4 — review agent checks against SEO and brand standards 📤 Agent 5 — publishing agent schedules and posts via MCP CMS connection All 5 connected. All coordinated. All running through MCP. 🚀 What used to take a team 2 days now runs in under an hour. ⏱️ ━━━━━━━━━━━━━━━━ MCP doesn't just make individual agents smarter. 🧠 It makes teams of agents possible. 🤖🤖🤖 And teams are always more powerful than individuals. 💪 ━━━━━━━━━━━━━━━━ At TrinityCorps we design and build multi-agent systems with MCP from the ground up. 💪 Not demos. Not proofs of concept. Production systems that actually run. 🚀 Practitioner-led. Vendor-neutral. Real builds. No slideware. 🛠️ 🔔 Follow TrinityCorps for more insights on Agentic AI, MCP, and enterprise tech. 🌐 trinitycorps.org #MCP #MultiAgentSystems #AgenticAI #EnterpriseAI #TrinityCorps #LLMEngineering #AIArchitecture #FutureOfWork #TechLeadership #ProductionAI

10 ways Deeplinx can save you 2+ hours every day. Deeplinx is a digital teammate that works across your tools, and now, across any website. Here are 10 real use cases that are already saving our users hours every day: 🏢 For Leaders & Managers | Use Case | What Deeplinx Does | Morning Brief | "Give me my day." Agent pulls Calendar + Slack DMs + inbox + today's Routines → drafts your plan → offers to send to Slack or save to Notion Weekly Review | "How did we do last week?" Agent joins web_vitals, routine_runs, link_clicks, Slack activity → narrative summary posted to #leadership Meeting Prep | "Prep me for the 3pm with Acme." Reads attendees → searches Notion + Slack + past briefings → 1-page brief with talking points 🛠️ For Operations & Project Managers | Use Case | What Deeplinx Does | Cross-Tool Search | "Where did we discuss Q3 pricing?" Fan-out search across Slack, Notion, Gmail, links, ranked, cited, linked Inbox → Action | Right-click any inbox item → "Summarize + create Linear issue + Slack the reporter" — multi-tool, one approval Scheduling Proxy | "Find 30 min next week with Sam and Priya." Cross-reads calendars, proposes slots, creates event + Slack DM invite 🎨 For Creators & Designers | Use Case | What Deeplinx Does | Figma Handoff | "Turn this Figma frame into a Linear ticket with acceptance criteria." Reads Figma (via desktop MCP), writes to Linear + Notion Link Routing | "Send this link to the design team." Agent hits Slack #design + Notion "Resources" DB + Linear (if it's a bug) — one confirm covers all three Notion Knowledge Sync | "Turn my top 10 clicked links this month into a Notion resource page." Aggregates analytics → generates page → creates it → posts link in Slack 🔧 For Developers & Power Users | Use Case | What Deeplinx Does | Routine Authoring | "Make a routine that opens my three morning dashboards + posts 'good morning' to #standup at 9am." Agent calls `create_routine` + `create_event` (cron) Browser Automation | "Fill this form with my client data." Agent navigates to any web form, fills fields, submits, visible in live-view iframe, approval required 🌐 The Game-Changer: Browser Automation Deeplinx can now read, write, and act across ANY website, not just those with APIs. Routines are no longer "open these 5 links." They are now "do these 5 tasks." 🎯 One More Use Case: For Everyone The "How did I get here?" Use Case > "What was that vendor link I saved 6 months ago?", Deeplinx finds it instantly. > "Why did I save this?", AI analyzes your saved links and tells you. > "What was I working on last week?", Deeplinx surfaces everything. 📊 The Bottom Line Deeplinx isn't a tool. It's a digital teammate 👉 Ready to save 2 hours a day? Try Deeplinx free: https://deeplinx.io ♻️ Repost if your team deserves an AI that actually does work. #AI #AgenticAI #BrowserAutomation #Productivity #SaaS #Deeplinx #FutureOfWork #UseCases

I built Deeplinx because I was tired of spending 2 hours every day just finding the right link. Today, Deeplinx is a digital teammate that works across Slack, Notion, Google Calendar, Linear, Jira, Figma, Gmail and now ANY website. Here are 10 ways it can save you 2+ hours every day. Try it free: https://deeplinx.io P.S. The browser automation feature is a game-changer. Deeplinx can now fill forms, extract data, and interact with any website. With your approval. With full audit. With one ⌘K command.

🎥 𝐀𝐮𝐝𝐢𝐭 𝐫𝐞𝐚𝐝𝐢𝐧𝐞𝐬𝐬 𝐬𝐡𝐨𝐮𝐥𝐝 𝐛𝐞 𝐚 𝐜𝐨𝐧𝐭𝐢𝐧𝐮𝐨𝐮𝐬 𝐜𝐚𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐲, 𝐧𝐨𝐭 𝐚 𝐥𝐚𝐬𝐭 𝐦𝐢𝐧𝐮𝐭𝐞 𝐩𝐫𝐨𝐣𝐞𝐜𝐭. If your team still spends weeks gathering evidence before every #audit, there is a better way. Continuous audit readiness starts by embedding #quality into daily operations through connected processes, reliable data, and intelligent automation. In our latest live #webinar, we demonstrate how BPA's #Microsoft365 native, #AI powered #eQMS helps Quality and #Compliance teams eliminate audit stress and achieve sustainable, always audit ready operations. 👉 𝐖𝐚𝐭𝐜𝐡 𝐭𝐡𝐞 𝐰𝐞𝐛𝐢𝐧𝐚𝐫 𝐫𝐞𝐜𝐨𝐫𝐝𝐢𝐧𝐠 and discover how your organization can move from reactive audits to continuous compliance: https://lnkd.in/eaaZaAxr

🚨 New Report Release: The 2026 Aragon Research Globe™ for Workflow & Content Automation! By year-end 2027, 60% of WCA providers will offer human-in-the-loop AI Content Assistants. See how 13 top vendors stack up in the agentic shift: https://lnkd.in/gwGKDSX9

🚨 New Report Release: The 2026 Aragon Research Globe™ for Workflow & Content Automation! By year-end 2027, 60% of WCA providers will offer human-in-the-loop AI Content Assistants. See how 13 top vendors stack up in the agentic shift: https://lnkd.in/gUnrhKFT

Building AI agents is becoming easier. Choosing the right one is not. Many teams jump straight into complex agent development when a simple declarative agent could solve the problem faster and with less effort. In my latest blog, I break down the Microsoft agent landscape and provide a practical guide on when to use: If you're trying to decide which Microsoft agent solution fits your use case, this guide can help simplify the decision. Read the blog: https://lnkd.in/geUmg4hZ

Twelve delegates. Five different organisations. Ninety minutes. One simple goal: to cut through the AI hype and explore how Microsoft Copilot can genuinely help businesses. By the end of the session, the most valuable lessons hadn't come from me. They came from the questions, experiences and conversations shared by everyone in the room. I've written up my biggest takeaways in this article. #MicrosoftCopilot #ArtificialIntelligence #Microsoft365 #BusinessTransformation #DigitalSkills #BusinessTraining #FutureOfWork

Well done, Simon Cubbin AI is moving at an incredible pace, and Copilot is changing the way many of us work. Every session sparks new ideas and great discussions, and this one was no exception. Thanks to everyone who joined our complimentary Copilot briefing. We loved hearing your questions and experiences, and we're excited to be expanding our range of 90-minute bite-sized training sessions over the coming months.