workflow automation
workflow automation on Beyond Market Intelligence: a running collection of 260 stories we have gathered and hand-picked because they are worth your time. Every post here touches on workflow automation in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around workflow automation, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
CrowdStrike, Cisco and Palo Alto Networks all shipped agentic SOC tools at RSAC 2026 — the agent behavioral baseline gap survived all three
At RSA Conference 2026, CrowdStrike, Cisco, and Palo Alto Networks all introduced advanced agentic SOC tools, yet a significant gap in agent behavioral baselines persists across their offerings. CrowdStrike CEO George Kurtz revealed that the average adversary breakout time has dramatically decreased to 29 minutes, emphasizing the urgent need for enhanced detection capabilities. As the reliance on AI agents grows, security complexities also increase, underscoring the necessity for organizations to establish clear visibility and accountability in their security frameworks.
Softr launches AI-native platform to help nontechnical teams build business apps without code
Softr, the Berlin-based no-code platform trusted by over one million builders and organizations like Netflix and Google, has launched an AI-native platform designed to empower non-technical teams to create production-ready business applications without code. The innovative AI Co-Builder allows users to articulate their software needs in plain language, generating fully integrated systems ready for real-world deployment. This groundbreaking move addresses the gap between flashy demos and functional business software, reinforcing Softr’s commitment to providing accessible and efficient solutions for today’s complex data management challenges.
Looking to automate tedious emails that involve attaching a PDF. Could this be automated without external tools?
Are you looking to streamline your email process by automating PDF attachments? In logistics, managing workflows efficiently is crucial, especially when sending confirmation letters and shipping notifications. Currently, you’ve mastered sending confirmation emails using your exported database, but the time spent on attaching invoices and tracking numbers can be a significant drain on productivity. Fortunately, there are ways to utilize Excel's capabilities to reduce this workload. Let’s explore potential solutions that can simplify these tasks and enhance your operational efficiency.
Cohere's open-weight ASR model hits 5.4% word error rate — low enough to replace speech APIs in production pipelines
Cohere's new open-weight ASR model, Transcribe, achieves an impressive 5.42% word error rate, making it a viable alternative to traditional speech APIs for enterprises. Designed for local deployment, Transcribe offers contextual accuracy, low latency, and cost efficiency without the data residency risks associated with closed systems. With 2 billion parameters and support for 14 languages, it excels in performance, outperforming models like OpenAI's Whisper and ElevenLabs. Transcribe is poised to enhance voice-enabled workflows, empowering organizations to streamline transcription processes and control their data effectively.
Why we’re still using 1980s logic for 2026 data problems (and how I'm trying to fix it).
Hi everyone, I’m a CSIE student in Taiwan, and I’ve been exploring a pressing issue: why are we still using 1980s logic to tackle 2026 data challenges? Despite our powerful technology, many of us are trapped in outdated practices, wrestling with manual tasks and complex formulas. I’m developing the Dxtreame Organizer to change this narrative, focusing on intuitive data organization and enhanced security.
I'm sharing my professional expense tracker and the web app I created to automate it. Both are free to use.
I’m excited to share my professional expense tracker along with a web app I created to automate the process, both available for free. After years of refining a powerful spreadsheet that provides a clear annual view of my cost of living and savings rate, I sought to enhance that experience. Many existing apps fell short of my needs, so I designed a solution that maintains the expansive feel of a spreadsheet while streamlining workflows.
Building Custom Claude Skills For Repeatable AI Workflows
Building Custom Claude Skills for Repeatable AI Workflows introduces a transformative approach to AI automation. Recognizing the challenges developers face with repetitive tasks, Anthropic has created Claude Skills, a tool designed to streamline prompt management. By allowing users to store and reuse prompts or instructions effortlessly, Claude Skills empowers developers to focus on innovation rather than redundancy. This new capability not only enhances productivity but also simplifies the integration of AI into everyday workflows, inviting users to discover a more efficient way to harness automation.
Do you use VBA regularly or have you moved entirely to Power Query and formulas?
In the evolving landscape of Excel, many users are reconsidering their reliance on VBA for automation. With the rise of Power Query and dynamic arrays, some professionals find these tools meet most of their needs. While VBA remains valuable for specific tasks like automating reports or generating custom emails, the question arises: is it time to shift focus? For those immersed in data-heavy roles, what does your current workflow look like?
Uber Automates Design Documentation with Agentic Systems
Uber is redefining design documentation with its innovative uSpec, which leverages AI agents and the Figma Console MCP to reduce documentation time from weeks to mere minutes. This integration with the Michelangelo platform employs a GenAI Gateway for effective PII redaction, ensuring data remains secure and local. The shift from Uber's "Visual-First" Figma workflow to a "Guide-First" approach reflects a broader industry trend, emphasizing the need for efficiency in design processes while catering to developers' preferences for agentic IDEs. By Patrick Farry.
Top 46 AI Tools in 2026 You Must Use
As we embrace the inevitability of AI in our workflows, the pertinent question shifts from “should I use AI?” to “how can I effectively integrate AI into my processes?” With an increasingly crowded market, featuring a vast array of assistants, generators, and automation tools, making informed choices is essential. In this guide, we present the top 46 AI tools for 2026 that you must consider to enhance your productivity and streamline operations.
Cloudflare’s new Dynamic Workers ditch containers to run AI agent code 100x faster
Cloudflare is redefining AI agent deployment with the open beta launch of Dynamic Workers, a lightweight, isolate-based sandboxing system that promises to run AI code up to 100 times faster than traditional containers. This innovative approach requires minimal memory and can initiate in milliseconds, transforming how enterprises manage AI tasks. By emphasizing security and efficiency, Cloudflare positions Dynamic Workers as a vital execution layer for scalable AI solutions, enabling developers to embrace rapid, on-demand code execution without compromising safety or performance.
Anthropic’s Claude can now control your Mac, escalating the fight to build AI agents that actually do work
On Monday, Anthropic unveiled a groundbreaking update to its Claude chatbot, enabling it to directly control Mac computers. This transformative capability turns Claude from a mere conversational assistant into a digital operator, capable of executing tasks like clicking buttons and typing commands on behalf of the user.
The three disciplines separating AI agent demos from real-world deployment
Deploying AI agents effectively in real-world scenarios presents significant challenges that go beyond successful demonstrations. Issues such as fragmented data, unclear workflows, and high escalation rates hinder enterprises' progress in adopting these technologies. As Sanchit Vir Gogia highlights, the true test lies in navigating the complexities of organizational environments.
What is DeerFlow 2.0 and what should enterprises know about this new, powerful local AI agent orchestrator?
DeerFlow 2.0, launched by ByteDance, is a groundbreaking open-source AI agent orchestrator designed to streamline complex, long-duration tasks in enterprise settings. This powerful framework enables the autonomous orchestration of multiple AI sub-agents, facilitating deep research, report generation, and data analysis—all within a secure, isolated environment. Available under the MIT License, it allows for seamless local deployment, ensuring data sovereignty and compliance. As it gains traction in the AI community, enterprises must weigh its technical demands against the potential for transformative productivity enhancements.
[Discussion] Adapting Paper Methodology is a Nightmare: Building an Agent to Handle the "Transfer" Problem.
Adapting methodologies from high-impact papers to your own research can often feel like an insurmountable challenge, especially with limited resources. This discussion dives into the complexities of transferring analytical logic, particularly when faced with constraints like small sample sizes and lack of access to genomic data. I’m developing a tool that prioritizes understanding the scientific intent behind methodologies, ensuring users can navigate these hurdles effectively. Join the conversation on how to overcome the "transfer" problem and explore innovative solutions for research adaptation.
(Free) Agentic Coding with Goose
Introducing Agentic Coding with Goose, a free and open-source AI agent designed to transform your development workflows. Unlike traditional code suggestion tools, Goose autonomously executes tasks, allowing you to automate processes seamlessly on your machine. This innovative solution empowers you to focus on what truly matters—your creative ideas—while Goose handles the repetitive tasks. Explore the future of coding with a tool that not only simplifies your development experience but also enhances your productivity, inviting you to discover a more efficient way to work.
Abacus AI Honest Review And Pricing: The AI That Lets You Vibe Code, Build Agents & Replace 10+ Tools?
Discover the potential of Abacus AI in our comprehensive review, where we delve into its innovative features, including vibe coding and DeepAgent technology. This AI agent platform empowers users to build applications and automate workflows with unprecedented speed and efficiency, effectively replacing the need for multiple tools. By simplifying complex processes, Abacus AI invites you to explore a future where coding and automation become more accessible. Join us as we evaluate its pricing and capabilities, and uncover how it can transform your productivity.
15 Power BI Project Ideas to Build Your Portfolio in 2026
Building a robust Power BI portfolio is essential for aspiring business or data analysts in 2026. Employers seek candidates who can transform messy data into clean models and create impactful dashboards that drive informed decision-making. This article presents 15 compelling Power BI project ideas that will not only showcase your technical prowess but also demonstrate your ability to derive actionable insights from data. These projects serve as tangible evidence of your skills, empowering you to stand out in a competitive job market.
Dynamic MoM/WoW KPI matrix with mixed data types on rows (Power Query / Pivot Table)
Managing a dynamic Month-over-Month (MoM) and Week-over-Week (WoW) KPI matrix in Excel can be challenging, especially when dealing with mixed data types. Currently, a Python script extracts KPI data via Trino SQL, which is then manually imported into Excel through Power Query. The goal is to automate this workflow, allowing new date columns to auto-populate upon refreshing the Pivot Table without losing formatting for various data types. Overcoming this hurdle will streamline reporting and enhance productivity in the absence of a dedicated BI tool.
I’m researching how people automate repetitive Excel/CSV workflows in day-to-day work.
I'm researching how professionals automate repetitive Excel and CSV workflows in their daily tasks. I'm in the process of developing a desktop tool designed to visually streamline these processes, but I want to gain insights into the challenges users face today. If you have experience with automating these workflows, I would greatly appreciate your feedback. Please share your most recent automation project, its frequency, and the specific frustrations you encountered, as well as the tools you currently use. Thank you for your valuable input!
30 Data Science Projects for Beginners to Advanced (with Source Code)
Building a strong data science portfolio is essential for showcasing your skills and standing out to potential employers. "30 Data Science Projects for Beginners to Advanced" provides an invaluable resource, offering a curated list of projects that span various skill levels. Each project includes source code, real datasets, and step-by-step instructions to guide you through completion.
Architecture for two separate projects: A Nationwide Template and an Automated 30+ Page Report
In today's data-driven landscape, designing scalable solutions is essential, especially for projects like a Nationwide Template and an Automated 30+ Page Report. To ensure reliability for non-technical users, selecting the right tool stack is crucial. For the Nationwide Template, consider the robustness of Power Query and VBA in a supportive environment, while evaluating Power Pivot/DAX for enhanced stability. For streamlined reporting, explore the industry standards for automating dynamic data transfers into formatted documents.
14 Machine Learning Projects for Beginners to Advanced (2026)
Embarking on a journey into machine learning can be both exciting and overwhelming. This article presents 14 carefully curated projects, organized by difficulty, that cater to everyone from beginners to advanced practitioners. Each project includes free datasets, starter code, time estimates, and valuable insights on how to enhance your work into a standout portfolio piece. By exploring these projects, you'll not only develop transferable skills but also create tangible results to impress hiring managers, empowering your career in this dynamic field.
Way to automate sending Excel screenshot to WhatsApp groups
Automating the process of sending Excel screenshots to WhatsApp groups can significantly streamline your daily workflow. By leveraging innovative tools and techniques, you can eliminate repetitive tasks such as filtering data, capturing images, and typing messages. Imagine effortlessly generating a text list of dispatch codes and exporting filtered tables as images, all while improving efficiency. This transformation not only saves time but also enhances productivity, allowing you to focus on what truly matters in your fleet management tasks.