Arch

Everyone is asking if AI will replace data teams. But the real question is: what gets automated first? AI isn’t coming for your data team all at once—but the shift is happening in clear stages. Some processes are already obsolete, some are evolving, and others still require human oversight. ?? Day 1: The first to go: Data pipelines, manual reporting, and anomaly detection. AI is eliminating the slow, repetitive tasks that hold businesses back. ?? Day 2: AI expands its role: Business metric standardization, automated root cause analysis, and AI models that learn from how teams interact with data. ?? Where AI still struggles: Strategic decision-making, complex trade-offs, and regulatory oversight. But even here, the role of humans is shifting—from executing to guiding and validating AI outputs. The companies that embrace this shift now will move faster and operate leaner than those stuck in manual workflows. https://lnkd.in/e55z5BaP #genAI #analytics

BI tools, data teams, and manual workflows are slow, expensive, and don’t scale. Business teams wait days for insights, while analysts spend more time cleaning data than analyzing it. We believe AI data teams are the future. They automate data movement, analysis, and decision-making - without the overhead of a full data team. The shift is happening. Companies that adopt AI-driven data teams will outpace those stuck in manual workflows. #genAI #insights https://lnkd.in/e8prs2jJ

Our Agentic AI Data Engineer Got People Talking Earlier this month, we announced Mel, our Agentic AI Data Engineer, and it definitely made some noise. We’ve received a lot of questions about how our architecture works and how it all comes together. For the sake of transparency, we're detailing it all here. We believe this is the right approach for businesses that want to take full advantage of their data—with the convenience, speed, and accuracy of our Agentic Data Engine, combined with the power of our conversational AI. https://lnkd.in/eZB8AigB #GenAI #Data #Analytics

Meet the Agentic AI Data Engineer, the foundation of the Arch end-to-end data platform. Built to handle the complexities of modern data workflows, this isn’t just another tool—it’s a system designed to think like your business. Here’s what makes it stand out: Business-first data alignment: Every piece of data is tied directly to your business-specific metrics, delivering insights that matter. Proactive intelligence: It identifies gaps—unsynced pipelines, missing data sources, or undefined metrics—and takes action to resolve them autonomously. Effortless integrations: Connect Arch directly to platforms like Salesforce, HubSpot, or your data warehouse, and let it handle the rest. Full transparency: See exactly what’s driving your analysis, from metrics to workflows, all in real time. ?? Watch this video by Pat Nadolny to see the Agentic AI Data Engineer in action. #AgenticAI #DataAnalytics #ProactiveAI

??? Meet Mel, your AI Data Engineer Agent! ??? Arch's Agentic AI Data Engineer takes the complexity out of data engineering, making it simple and proactive for your business. From setting up tenants to syncing HubSpot data into Postgres, Mel handles the heavy lifting so you can focus on insights. ? Automated setup of tenants, databases, and connections. ? Seamless integration, syncing your data to your SaaS and databases. ? Proactive health checks and issue resolution—all without manual intervention. Arch isn’t just another AI tool. It’s built to truly understand your data, delivering customized workflows and real-time solutions. ?? Watch the video to see how Mel???takes care of the boring data business, so you can focus on the business that matters. #AgenticAI #DataEngineering #AIAnalytics https://lnkd.in/gmMswr2m

Went quiet over the past week because we've been working hard on a new form of intelligence... Specifically, human intelligence in the form of a human girl! We had a baby - she's perfect and everyone is healthy ??. One week in and we're getting more settled as a family. It helps that our 2 boys are in school so there's pockets of peace during the day. That said, her big brothers love her. It's so nice to feel like our family is complete. While I've been out the team Arch has been up to some awesome things! We're releasing a new AI Data Engineer very soon and our AI Analyst continues to improve. Exciting things are happening and I can't wait to share more with everyone ??

?? Bye-bye, endless dashboards. Hello Arch AI Data analyst! ? What makes Arch different? It’s the Agentic Data Engine—the brain behind our AI Data Analyst. Built to fit your business like a glove, Arch organizes and customizes your data so you can stop managing chaos and start uncovering insights. ?? Watch our latest video to see how Arch: ? Aligns every analysis with your custom metrics and KPIs. ? Integrates seamlessly with tools like Salesforce, Zendesk, and more. ? Uses the Agentic Data Engine to deliver instant answers tailored to your business. #GenAI #Analytics

?? New release! We're calling it the "Your data deserves better!" version ??(for real) Managing business data shouldn’t be a second job, even for business users! That’s why we built the Arch Data Engine—the powerhouse behind our AI Data Analyst. Don't believe us? See it for yourself here?????? ? Connects directly to your tools—no exporting, no importing. ? Organizes your data to fit your business, down to the last metric. ? Proactively fills data gaps, so you’re always one step ahead. Say goodbye to dashboard fatigue and hello to instant, tailored insights. Watch the video, read the blog, and discover how Arch makes your data work for you. ?? https://lnkd.in/empEZkHh #GenAI #Data #Analytics #BusinessIntelligence #Insights

?? Generative AI isn’t replacing analysts—it’s freeing them. Here's why we think so, and how Arch AI Data Analyst handles the repetitive stuff so your team can focus on strategy and big ideas. https://lnkd.in/gPJ2Y3TP #GenAI #Analytics

?? The Dawn of the AI Data Team ?? Data teams are evolving, and the future is here. Here is how Taylor thinks AI is already reshaping the way businesses approach data analytics—freeing teams from manual tasks and empowering them to focus on strategy, insights, and innovation. https://lnkd.in/eE6b9bed #AI #Analytics #FutureOfWork