PibyThree

𝟭𝟭% 𝗺𝗮𝗱𝗲 𝗶𝘁 𝘁𝗼 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻. 𝗧𝗵𝗲 𝗿𝗲𝘀𝘁 𝗮𝗿𝗲 𝘀𝘁𝗶𝗹𝗹 𝗽𝗶𝗹𝗼𝘁𝗶𝗻𝗴. The gap isn’t about innovation, it’s about readiness. Most enterprises aren’t failing at AI, they’re stuck in it. In this issue of π-Pulse, we uncover why pilots stall, what the top performers did differently, and how to move from proof-of-concept to measurable ROI. → 𝗦𝗲𝗲 𝗵𝗼𝘄 π𝗯𝘆𝟯 𝘁𝗮𝗸𝗲𝘀 𝗔𝗜 𝗳𝗿𝗼𝗺 𝗽𝗶𝗹𝗼𝘁 𝘁𝗼 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗴𝗲𝗻𝗮𝗶𝗶𝗻𝗮𝗯𝗼𝘅.𝗮𝗶 𝗘𝘅𝗽𝗹𝗼𝗿𝗲 𝗺𝗼𝗿𝗲 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀: pibythree.com 𝗥𝗲𝗮𝗱𝘆 𝘁𝗼 𝗺𝗼𝘃𝗲 𝗳𝗿𝗼𝗺 𝗽𝗶𝗹𝗼𝘁 𝘁𝗼 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻? 𝗖𝗼𝗻𝗻𝗲𝗰𝘁 𝘄𝗶𝘁𝗵 𝘂𝘀: contactus@pibythree.com

Same source. 𝗧𝘄𝗼 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 𝗻𝘂𝗺𝗯𝗲𝗿𝘀. 𝗪𝗵𝗶𝗰𝗵 𝗼𝗻𝗲 𝗱𝗼 𝘆𝗼𝘂 𝘁𝗿𝘂𝘀𝘁? Most data issues don’t break pipelines, they quietly 𝗯𝗿𝗲𝗮𝗸 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻𝘀. π-𝗤𝗟𝗲𝗻𝘀 gives you a 𝗿𝗲𝗮𝗹-𝘁𝗶𝗺𝗲 𝗧𝗿𝘂𝘀𝘁 𝗦𝗰𝗼𝗿𝗲 across 𝘀𝗶𝘅 𝗱𝗶𝗺𝗲𝗻𝘀𝗶𝗼𝗻𝘀 𝗼𝗳 𝗱𝗮𝘁𝗮 𝗾𝘂𝗮𝗹𝗶𝘁𝘆, measured continuously, directly inside Snowflake. 𝗡𝗼 𝗱𝗮𝘁𝗮 𝗺𝗼𝘃𝗲𝗺𝗲𝗻𝘁. 𝗡𝗼 𝗲𝘅𝘁𝗲𝗿𝗻𝗮𝗹 𝘁𝗼𝗼𝗹𝘀. 𝗡𝗼 𝗯𝗹𝗶𝗻𝗱 𝘀𝗽𝗼𝘁𝘀. Just 𝗱𝗮𝘁𝗮 𝘆𝗼𝘂𝗿 𝘁𝗲𝗮𝗺𝘀 𝗰𝗮𝗻 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝘁𝗿𝘂𝘀𝘁.  𝗦𝗲𝗲 𝗶𝘁 𝗶𝗻 𝗮𝗰𝘁𝗶𝗼𝗻: https://lnkd.in/dr__a7Ym  𝗕𝗼𝗼𝗸 𝗮 𝗾𝘂𝗶𝗰𝗸 𝘄𝗮𝗹𝗸𝘁𝗵𝗿𝗼𝘂𝗴𝗵: contactus@pibythree.com #DataQuality #DataTrust #Snowflake #DataGovernance #ModernDataStack #DataEngineering #Analytics #BusinessIntelligence #DataOps #EnterpriseData

𝗙𝗿𝗼𝗺 𝗮𝗹𝗲𝗿𝘁 𝘁𝗼 𝗮𝗰𝘁𝗶𝗼𝗻, 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝗱𝗲𝗹𝗮𝘆. In modern manufacturing, 𝗱𝗲𝘁𝗲𝗰𝘁𝗶𝗻𝗴 𝗮 𝗱𝗲𝘃𝗶𝗮𝘁𝗶𝗼𝗻 𝗶𝘀𝗻’𝘁 𝗲𝗻𝗼𝘂𝗴𝗵. What matters is how fast you understand it, and how intelligently you respond. With 𝗔𝗜-𝗱𝗿𝗶𝘃𝗲𝗻 𝗿𝗲𝗰𝗼𝗺𝗺𝗲𝗻𝗱𝗮𝘁𝗶𝗼𝗻𝘀, anomalies are not just flagged, 𝘁𝗵𝗲𝘆’𝗿𝗲 𝗮𝗻𝗮𝗹𝘆𝘀𝗲𝗱, 𝗽𝗿𝗶𝗼𝗿𝗶𝘁𝗶𝘀𝗲𝗱, 𝗮𝗻𝗱 𝗿𝗲𝘀𝗼𝗹𝘃𝗲𝗱 𝗶𝗻 𝗿𝗲𝗮𝗹 𝘁𝗶𝗺𝗲. 𝗡𝗼 𝗴𝘂𝗲𝘀𝘀𝘄𝗼𝗿𝗸. 𝗡𝗼 𝗱𝗲𝗹𝗮𝘆𝘀. 𝗝𝘂𝘀𝘁 𝘀𝗺𝗮𝗿𝘁𝗲𝗿 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀. 𝗥𝗲𝗮𝗱𝘆 𝘁𝗼 𝗺𝗼𝘃𝗲 𝗳𝗿𝗼𝗺 𝗿𝗲𝗮𝗰𝘁𝗶𝘃𝗲 𝘁𝗼 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲? Let’s talk about how 𝗔𝗜 𝗰𝗮𝗻 𝘁𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺 𝘆𝗼𝘂𝗿 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀. For more information: https://pibythree.com/ https://lnkd.in/dMGAHheZ #AI #SmartManufacturing #Industry4.0 #DigitalTransformation #OperationalExcellence #Automation #PibyThree

Obsession with data isn't about numbers it's about never being caught guessing when you could be knowing.

Great conversations start with the right people in the room.   We were delighted to welcome Deepa Duraisamy, 𝗦𝗩𝗣 & 𝗛𝗲𝗮𝗱 𝗼𝗳 𝗗𝗮𝘁𝗮 & 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗮𝘁 Edelweiss Life Insurance, to the πby3 office.   With 𝟮𝟬+ 𝘆𝗲𝗮𝗿𝘀 𝗼𝗳 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 driving data strategy, AI decisioning, and business impact 𝗗𝗲𝗲𝗽𝗮 brings the kind of thinking that makes every conversation sharper and every problem worth solving.   At π𝗯𝘆𝟯, we believe the best partnerships are built on shared ambition and a mutual obsession with turning data into decisions that matter.   Looking forward to what we build together.   www.pibythree.com contactus@pibythree.com #DataAnalytics #StrategicPartnerships #AIStrategy #BFSI #DataDriven #PiByThree #πby3 #WomenInLeadership #CloudTransformation #EnterpriseAI #DataStrategy

At the Datadog 𝗦𝘂𝗺𝗺𝗶𝘁 𝗕𝗲𝗻𝗴𝗮𝗹𝘂𝗿𝘂 𝟮𝟬𝟮𝟲 𝗮𝗻𝗱 𝗣𝗮𝗿𝘁𝗻𝗲𝗿 𝗗𝗮𝘆, it was valuable to spend time with the Datadog team and further strengthen a 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗰 𝗽𝗮𝗿𝘁𝗻𝗲𝗿𝘀𝗵𝗶𝗽 𝘁𝗵𝗮𝘁 𝗶𝘀 𝗰𝗲𝗻𝘁𝗿𝗮𝗹 𝘁𝗼 𝗵𝗼𝘄 𝘄𝗲 𝘀𝗰𝗮𝗹𝗲, 𝗮𝗰𝗿𝗼𝘀𝘀 𝗜𝗻𝗱𝗶𝗮 𝗮𝗻𝗱 𝗴𝗹𝗼𝗯𝗮𝗹 𝗺𝗮𝗿𝗸𝗲𝘁𝘀.   At PibyThree, this collaboration is focused on solving for 𝗿𝗲𝗮𝗹 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝗰𝗼𝗺𝗽𝗹𝗲𝘅𝗶𝘁𝘆, 𝗯𝗿𝗶𝗻𝗴𝗶𝗻𝗴 𝗰𝗹𝗮𝗿𝗶𝘁𝘆 𝗮𝗰𝗿𝗼𝘀𝘀 𝗺𝗼𝗱𝗲𝗿𝗻 𝗰𝗹𝗼𝘂𝗱 𝗮𝗻𝗱 𝗔𝗜-𝗱𝗿𝗶𝘃𝗲𝗻 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 at scale, and enabling more intelligent, reliable operations.   What stood out in the conversations was the growing importance of 𝗟𝗟𝗠 𝗼𝗯𝘀𝗲𝗿𝘃𝗮𝗯𝗶𝗹𝗶𝘁𝘆, as AI systems become integral to production environments, ensuring their 𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲, 𝗿𝗲𝗹𝗶𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝗮𝗻𝗱 𝗴𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲 is now mission-critical.   Great to connect at a partner level and align on how we 𝗲𝘅𝗽𝗮𝗻𝗱 𝗼𝘂𝗿 𝗷𝗼𝗶𝗻𝘁 𝗳𝗼𝗼𝘁𝗽𝗿𝗶𝗻𝘁 𝗮𝗻𝗱 𝗱𝗲𝗲𝗽𝗲𝗻 𝗰𝘂𝘀𝘁𝗼𝗺𝗲𝗿 𝗶𝗺𝗽𝗮𝗰𝘁.   Appreciate the time and insights from Michael Whetten, Namit D'Cruz, Eric Gaines, Charlie Wells, Ali Azarian, Nohoon Lee, Rishikesh Borkotoky and team, Pallavi Vyawahare, Nausheen Khan, Arijit Mohanty, Akshay Sareen.   𝗟𝗼𝗼𝗸𝗶𝗻𝗴 𝗳𝗼𝗿𝘄𝗮𝗿𝗱 𝘁𝗼 𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝘄𝗵𝗮𝘁 𝗰𝗼𝗺𝗲𝘀 𝗻𝗲𝘅𝘁, 𝘁𝗼𝗴𝗲𝘁𝗵𝗲𝗿.   #Datadog #Partnerships #Observability #AI #Leadership #PiByThree #BFSI #Fintech #DigitalTransformation #Cloud #EnterpriseTechnology #AIinFinance #TechLeadership

At π𝗯𝘆𝟯, alliances aren't built on agreements they're built on outcomes.   Roshani Prasad, our 𝗚𝗹𝗼𝗯𝗮𝗹 𝗛𝗲𝗮𝗱 𝗼𝗳 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗰 𝗔𝗹𝗹𝗶𝗮𝗻𝗰𝗲𝘀 & 𝗣𝗮𝗿𝘁𝗻𝗲𝗿𝘀𝗵𝗶𝗽𝘀, brings exactly that clarity to everything she does. From scaling 160+ global partnerships at Tech Mahindra to architecting π𝗯𝘆𝟯'𝘀 𝗲𝗰𝗼𝘀𝘆𝘀𝘁𝗲𝗺 across Cloud, Data, and AI her approach has always been the same: partnerships must move from intent to measurable impact.   She doesn't just manage relationships. She builds growth engines.   "The strongest partnerships aren't built on shared logos they're built where trust meets execution, innovation meets ambition, and value creation becomes the only measure of success."   Roshani's work is proof that when the right person leads the alliance function, partnerships stop being a support layer and start becoming a strategic edge.   This is what 𝗪𝗼𝗺𝗲𝗻 𝗶𝗻 𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 looks like at πby3   #WomenInLeadership #StrategicAlliances #PartnerEcosystem #GlobalPartnerships #CloudTransformation #AIEcosystem #DataAnalytics #πby3 #PiByThree #WomenInTech #GTMStrategy #TechLeadership

Most organizations don't have a data problem they have a trust problem.   Dashboards look confident. Reports sound certain. But underneath? Gaps, duplicates, stale entries, and fields that were never validated to begin with.   π-𝗤𝗟𝗲𝗻𝘀 𝗯𝘆 π𝗯𝘆𝟯 𝗳𝗶𝘅𝗲𝘀 𝘁𝗵𝗮𝘁 𝗰𝗼𝗻𝘁𝗶𝗻𝘂𝗼𝘂𝘀𝗹𝘆 It scores your data across the six dimensions that actually determine whether it's usable:    ✦ Completeness: Is anything missing?  ✦ Validity: Does it follow the rules?  ✦ Uniqueness: Are you counting the same thing twice?  ✦ Consistency: Does it say the same thing everywhere?  ✦ Freshness: Is it still relevant?  ✦ Volume: Is the flow what it should be?   The result? Data quality goes from an assumption to a 𝗺𝗲𝗮𝘀𝘂𝗿𝗮𝗯𝗹𝗲, 𝗱𝗲𝗳𝗲𝗻𝘀𝗶𝗯𝗹𝗲 𝘀𝘁𝗮𝗻𝗱𝗮𝗿𝗱. No migration. No overhaul. No guesswork. Just data your leadership can act on and your auditors can verify. 𝗕𝗲𝗰𝗮𝘂𝘀𝗲 𝗮 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗶𝘀 𝗼𝗻𝗹𝘆 𝗮𝘀 𝘀𝘁𝗿𝗼𝗻𝗴 𝗮𝘀 𝘁𝗵𝗲 𝘁𝗿𝘂𝘁𝗵 𝗶𝘁 𝘀𝘁𝗮𝗻𝗱𝘀 𝗼𝗻.   👉 Ready to know what your data is actually saying?   🌐 pibythree.com  📩 contactus@pibythree.com       #DataQuality #DataTrust #PiQLens #PiByThree #DataObservability #DataGovernance #BusinessIntelligence #DataStrategy #ITConsulting #DataDrivenDecisions #DataManagement #EnterpriseData #DataReliability #DataAnalytics #DigitalTransformation

We are pleased to welcome our new team members to πby3   As a growing 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝘆-𝗱𝗿𝗶𝘃𝗲𝗻 𝗼𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻, we remain committed to strengthening our capabilities in 𝗶𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻, 𝗱𝗶𝗴𝗶𝘁𝗮𝗹 𝘁𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻, and 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗰 𝗲𝘅𝗲𝗰𝘂𝘁𝗶𝗼𝗻. Our new colleagues bring 𝘃𝗮𝗹𝘂𝗮𝗯𝗹𝗲 𝗲𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 and 𝗽𝗲𝗿𝘀𝗽𝗲𝗰𝘁𝗶𝘃𝗲𝘀 that will support our continued growth, enhance collaboration, and enable us to deliver impactful solutions across the industry.   We look forward to their 𝗰𝗼𝗻𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻𝘀 as we continue to scale and drive excellence. Hemal Gala| Krishna Chonkar | Payal Shende | Prathamesh Deshmukh | Priti Bhapkar | Dnyaneshwar Malpote | Vijay Tekale #πby3 #Technology #Innovation #DigitalTransformation #TeamGrowth #Hiring #Careers #Leadership #Excellence

Good systems don't just run. They tell you 𝘄𝗵𝘆 they run.   That's the philosophy walking into the Datadog 𝗦𝘂𝗺𝗺𝗶𝘁 𝗕𝗲𝗻𝗴𝗮𝗹𝘂𝗿𝘂 𝟮𝟬𝟮𝟲 a room where the people building the monitoring layer of modern enterprises don't just talk shop, they demo it, stress-test it, and take it apart in real time.   Observability, security, AI and getting hands-on with the tools that keep production systems honest, led by the engineers who actually ship them. Just practitioners comparing notes on what breaks, what scales, and what's worth betting your infrastructure on.   At PibyThree, we've always believed that visibility is the first act of intelligence. You can't optimise what you can't see and you certainly can't secure it. The conversations happening in that room today sit right at the heart of what we help enterprises get right.   The question we're carrying into every session: 𝗪𝗵𝗮𝘁 𝗱𝗼𝗲𝘀 𝗶𝘁 𝘁𝗮𝗸𝗲 𝘁𝗼 𝗺𝗼𝘃𝗲 𝗳𝗿𝗼𝗺 𝗿𝗲𝗮𝗰𝘁𝗶𝘃𝗲 𝗮𝗹𝗲𝗿𝘁𝘀 𝘁𝗼 𝗽𝗿𝗼𝗮𝗰𝘁𝗶𝘃𝗲, 𝗔𝗜-𝗽𝗼𝘄𝗲𝗿𝗲𝗱 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻𝘀 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝗿𝗲𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗲𝘃𝗲𝗿𝘆𝘁𝗵𝗶𝗻𝗴 𝗳𝗿𝗼𝗺 𝘀𝗰𝗿𝗮𝘁𝗰𝗵?   Excited to learn, connect, and bring back something worth sharing.   📍 Sheraton Grand Whitefield, Bengaluru | April 15-16, 2026  🌐 www.pibythree.com  📩 contactus@pibythree.com     #DatadogSummit #Observability #CloudSecurity #DevOps #SRE #EnterpriseAI #PiByThree #Bengaluru #DatadogBengaluru2026 #AIinOps #CloudNative