How AI boosts engineering productivity by 3x: Karat's 2025 report

The more I work with AI agents, the clearer it becomes that success is not just about intelligence. It is about understanding. Without context, even the best models struggle. They make shallow decisions, need constant correction, and quietly increase GPU costs. When agents understand the business, including the data, policies, and goals, everything changes. They make better decisions, reduce manual work, and deliver real value. Better context improves accuracy and reduces compute costs. Poor context means longer prompts and wasted reasoning. Strong context means shorter prompts, faster responses, and leaner infrastructure. Companies that master context orchestration will move beyond pilots into scalable and cost-efficient transformation. Context is not a feature. It is the foundation of intelligent automation. #AI #EnterpriseAI #Leadership #DigitalTransformation #CostEfficiency #AutomationStrategy

AI Agents aren’t the future — they’re already reshaping how we work today. The real transformation isn’t in what AI can do — it’s in how we redesign our workflows around it. When businesses move toward 360° orchestration — where communication, insights, and actions are unified — productivity scales without adding complexity. This is how modern enterprises will evolve: by embedding intelligence into every interaction, process, and decision. Are you reimagining your operations with AI yet? #AIAutomation #BusinessTransformation #CXOInsights #FutureOfWork #AIinAction

Completely agree, AI Agents are not the future, they are already transforming how we work. The real shift is in how we redesign workflows around intelligence, not just what AI can do. Exciting times for businesses embracing 360° orchestration! #AI #Automation #FutureOfWork

“The Power of Human-Machine Synergy: Let AI do the Boring- You Do The Brilliant” In today's fast-paced business environment, we often focus on the incredible capabilities of AI and machine learning. But the real game-changer isn't a race between humans and machines; it's the powerful synergy we can create by combining our unique strengths. This partnership is the key to unlocking new levels of innovation and efficiency: ➡️ Complementary Strengths: Humans excel at creativity, critical thinking, and complex decision-making, while machines are masters of data processing and repetitive tasks. This collaboration frees up our teams to focus on high-value, creative work. ➡️ Enhanced Decision-Making: Imagine having a co-pilot that can provide real-time, data-driven insights and predict potential risks. This is the power of human-machine collaboration, leading to smarter, safer, and more informed business strategies. ➡️ Transforming Industries: We are already seeing this in action across healthcare, finance, and manufacturing, with applications like AI-powered diagnostics and predictive maintenance revolutionizing operations. As leaders, our focus must shift from simply adopting technology to strategically integrating it. By creating a culture of collaboration between our human talent and machine intelligence, we are not just building a more efficient workplace—we are creating a future where innovation thrives and new opportunities emerge for everyone. #HumanMachineSynergy #FutureOfWork #AI #Innovation #BusinessLeadership #Automation #Productivity #BusinessEfficiency #Management #Futurism

The AI Productivity Revolution: Why 78% of Enterprises Are Redesigning Their WorkflowsLast week, I spoke with Fortune 500 CTOs who confirmed what we've been predicting at Autonomiq: Generative AI isn't just a trend—it's fundamentally restructuring how businesses operate.Recent research reveals that companies implementing intelligent automation are experiencing remarkable gains:• 40% increase in operational efficiency• 35% reduction in manual process times• Significant cost savings across departmentsThe critical insight: This isn't about replacing humans. It's about empowering teams to focus on high-value strategic work by automating repetitive tasks.At Autonomiq, we're witnessing how AI-powered workflow optimization transforms organizations. The most successful companies aren't just adopting technology—they're reimagining collaboration between human creativity and machine intelligence.🤔 How is your organization approaching AI integration? Are you leading or watching from the sidelines?Let's shape the future of work together.#AITransformation #BusinessIntelligence #WorkplaceTechnology #InnovationStrategy

𝐓𝐡𝐞 𝐇𝐚𝐫𝐝 𝐓𝐫𝐮𝐭𝐡 𝐚𝐛𝐨𝐮𝐭 𝐀𝐈 𝐧𝐨𝐛𝐨𝐝𝐲 𝐭𝐚𝐥𝐤𝐬 𝐚𝐛𝐨𝐮𝐭 𝐢𝐧 𝐭𝐡𝐞 𝐛𝐨𝐚𝐫𝐝𝐫𝐨𝐨𝐦? Even AI isn't always right. 𝐓𝐞𝐜𝐡𝐢𝐨𝐧𝐢𝐤 knows: Smart decisions need more than smart systems. That’s why we blend AI Automation with human oversight, strategic expertise, and ethical frameworks. We guarantee 100% accurate, measurable outcomes, not just digital promises. For UK Business Leaders: Automate for certainty, not just speed. Watch our motion poster and join the discussion. What role does human accountability play in your company's AI roadmap? #AIAutomation #ThoughtLeadership #Techionik #UKTech

AI is changing how the world works and how we think about work itself. That’s why Phil Gilchrist, TE Connectivity’s Chief Transformation Leader for Artificial Intelligence, partnered with Tara Chklovski, Founder and CEO of Technovation, in a new article for VKTR.com exploring how systems thinking can help leaders use AI not just to do more, but to do better, and create a culture where innovation is expected. Together, TE and Technovation share a vision for the future of work, one where there is support to build a better world with technology. Through the TE Foundation’s support of Technovation, together, we’re empowering the next generation to turn curiosity into impact. The message is clear: Organizations that simply optimize today risk missing tomorrow. The ones asking better questions will shape the future. Read the full article. #FutureOfWork #AIInTheWorkplace

AI is changing how the world works and how we think about work itself. That’s why Phil Gilchrist, TE Connectivity’s Chief Transformation Leader for Artificial Intelligence, partnered with Tara Chklovski, Founder and CEO of Technovation, in a new article for VKTR.com exploring how systems thinking can help leaders use AI not just to do more, but to do better, and create a culture where innovation is expected. Together, TE and Technovation share a vision for the future of work, one where there is support to build a better world with technology. Through the TE Foundation’s support of Technovation, together, we’re empowering the next generation to turn curiosity into impact. The message is clear: Organizations that simply optimize today risk missing tomorrow. The ones asking better questions will shape the future. Read the full article. #FutureOfWork #AIInTheWorkplace

In the current wave of AI adoption, we are witnessing a subtle yet profound transition from individual automation to collective intelligence. While the first generation of AI agents focused on augmenting human productivity through basic task execution, the emerging paradigm is agentic systems  interconnected networks of AI entities capable of reasoning, collaboration, and cross-functional decision-making. Today, as highlighted in a recent #McKinsey and #QuantumBlack paper, this evolution unfolds across four maturity stages: 1️⃣ Individual Augmentation – agents assisting with simple, repetitive tasks. 2️⃣ Task and Workflow Automation – streamlining processes for cost and speed. 3️⃣ Functional Agentic Workflows – teams of agents re-engineering operations for efficiency and scale. 4️⃣ Cross-Functional Agentic Systems  self orchestrating intelligence networks bridging business domains with strategic decision capabilities. I fully agree that the real challenge is not technological, but organizational adaptability. And each progression demands higher learning capacity, process reimagination, and ultimately a redefinition of what “operations” mean in the age of machine collaboration. Companies that master this transition will not just automate  they will co-evolve with intelligence. They will move from systems that execute to ecosystems that think. The question for builders today is simple but profound: Are you building tools, or are you building thinking systems? #AI #AgenticSystems #Operations #DigitalTransformation #McKinsey #QuantumBlack #Leadership #SystemThinking