The next evolution of enterprise automation: Introducing Redwood RangerAI

For years, automation has quietly powered the world’s most critical business processes. But the landscape is changing fast. What used to be about speed and precision is now about adaptability and intelligence.

Redwood Software has spent over 30 years at the forefront of this industry and lived through every evolution of automation. We’ve heard your challenges loud and clear, and we understand that the critical question is no longer just, “Is our process automated?” but, “Is our automation strategy resilient and truly ready for the future?”

With Redwood RangerAI, we’re introducing the next step in that journey: a comprehensive suite of AI capabilities woven into the RunMyJobs by Redwood platform — and previews of more advancements coming soon. These enhancements extend across every stage of the automation lifecycle: design, execution, monitoring and optimization. 

Not only will Redwood’s automation fabric solutions continue to help you orchestrate complex operations across hybrid environments, but its new built-in AI will make every interaction smarter, faster and easier. Rather than just asking whether a process can run automatically, it’s time to begin asking if it can learn, predict and optimize output as it goes.

The friction in modern operations

Modern IT and operations teams face a kind of friction that wasn’t there before. Systems multiply and workloads expand, but expertise gets spread thin. Instead of driving innovation, a lot of teams are stuck reacting, using disconnected tools that don’t speak the same language.

The challenges are clear:

• Teams face growing complexity, and orchestrating thousands of interdependent jobs across clouds and containers makes even simple changes risky
• Expertise is scarce, with critical knowledge often locked in the minds of a handful of specialists
• Tool sprawl and fragmentation add even more friction, creating inefficiency and risk
• In a flood of “AI-washing,” it’s hard to tell what’s trustworthy and enterprise-ready

If you feel your organization has reached this tipping point, you don’t need more automation. You need smarter automation that can reason, assist and adapt without adding more noise.

Introducing Redwood RangerAI: Efficiency for every team

Redwood RangerAI is not another add-on or experimental AI feature. It’s a collection of AI-powered enhancements built directly into the RunMyJobs platform you already trust. It’s designed to simplify how you get work done, so you can learn and troubleshoot faster and scale automation confidently without having to manage yet another system.

These capabilities come to life through two complementary layers.

Effortless expertise

Redwood RangerAI turns experience into a shared asset. Instead of relying on tribal knowledge or lengthy manuals, users can ask questions in natural language and get immediate, accurate guidance.

• The Redwood RangerAI Learning Assistant, a new conversational AI tool on Redwood’s public documentation site, offers 24/7 access to technical insights 
• The Redwood RangerAI Support Assistant, embedded in Redwood’s Support portal, delivers instant answers to common issues, so you can resolve them on the spot and free up your experts to focus on your most complex challenges

Intelligent operations

Every automation team dreams of having more time to focus on meaningful work instead of maintenance. Redwood RangerAI makes that possible by acting as a partner who’s by your side, making you more productive and efficient.

• The Redwood RangerAI Product Assistant for RunMyJobs is built directly into the platform and provides conversational, context-aware guidance and one-click error analysis right where your work happens
• The Redwood RangerAI Automation Co-pilot for RunMyJobs assists with generating complex scripts and creating clear, concise documentation at the click of a button. With this co-pilot on your side, you’ll dramatically speed up the development lifecycle, reduce manual errors and ensure your automated workflows are well-understood and easy to maintain

Together, these help you go from a simple concept to a production-ready automation in less time, with higher quality and fewer interruptions.

Unlike generic, bolt-on AI tools, Redwood RangerAI is engineered for the precision and reliability required in enterprise automation. Leveraging Redwood’s deep automation expertise, this enhancement for RunMyJobs is fine-tuned for your specific needs.

Rather than feeding a general-purpose large language model (LLM) that returns broad information with every query, Redwood’s generative AI models are purpose-built. The results are highly consistent and cost-effective, with enhanced security thanks to minimal data being sent with each request. Through rigorous testing, Redwood delivers a scalable solution that’s immediately effective for your most critical problems.

The future is autonomous 

The roadmap for Redwood RangerAI takes you beyond predefined workflows to a model where you define a high-level business goal, and the system figures out the best way to achieve it.

RunMyJobs will orchestrate intelligent AI agents that enhance workflows across your entire enterprise. These agents will predict the steps to take, dynamically leverage AI tools and reason through complex dependencies to meet the desired outcome.

As part of this evolution, Redwood continues co-innovating with SAP, and one example of this is in the interaction between RunMyJobs and SAP Joule. Today, you can turn complex actions in RunMyJobs into simple, intelligent Joule skills. Users can query the status of a process, execute workflows and more using natural language, bridging the gap between business intent and IT execution.

Redwood’s commitment to practical, secure innovation

The launch of Redwood RangerAI this month marks the beginning of a new era in automation — one where you are no longer limited by complexity or skills gaps, where you can confidently scale automation across your business, enhance operational resilience, accelerate the pace of innovation and future-proof your IT strategy without costly disruptions.

Redwood’s approach to AI is fundamentally different: it’s truly integrated rather than bolted-on, grounded in decades of real-world automation data and built with enterprise-grade security, governance and observability to ensure transparency and trust.

It’s time to eliminate the operational friction that holds your business back. Move from simply managing tasks to truly achieving outcomes. Do more than imagine what’s possible — start your journey with a visionary partner. 

Request your personalized demo of RunMyJobs and Redwood RangerAI today.