Get out of pilot purgatory
Your tech works. But when the work wasn’t designed for it, the value is still out of reach.
As a CHRO or COO, your mandate isn't simply to deploy new technology. It's to rethink how work gets done, where human judgment creates the greatest value and how people, AI and automation work together as a connected workforce.
Because AI transformation is fundamentally a workforce design challenge.
AI Actualization™ offers a practical way to make AI work across your function. That might mean changing how decisions are made, how work flows between teams or how people and AI collaborate to deliver outcomes.
Whether you lead HR, operations or another corporate function, Cielo helps translate enterprise AI priorities into a transformation plan built around your goals across:
Bold in ambition. Practical in application. Value realized.
75%
AI high performers redesigned workflows
Nearly three-quarters of AI high performers have fundamentally redesigned workflows because of AI, compared to only one-quarter of everyone else. Adding AI on top of existing processes doesn’t move the income statement.
Source: McKinsey & Company
15%
Organizations redesigning how work is performed
Only about 15% of organizations are using AI to fundamentally redesign how work is performed. Most organizations still layer AI onto existing processes rather than transforming work itself.
Source: World Economic Forum, Accenture
13%
Employees with AI-related skills at leading organizations
Among AI leaders, 13% of employees have AI-related skills, compared with 1% at laggards. Technology and deployment scores may be similar, but workforce capability is often what separates leaders from everyone else.
Source: BCG Institute
Actualize the outcomes that drive business value
Whether you need to drive growth, productivity, cost savings, better experiences or resilience, AI Actualization™ connects your transformation efforts to measurable enterprise outcomes.
Improve operating performance
Connect people, AI and automation through adaptive workflows, streamlined decision-making and more effective ways of working.
Create measurable value
Prioritize AI opportunities based on business impact, then define how financial value will be measured, tracked and realized.
Increase workforce agility
Create a workforce and operating model that can adapt as business priorities, workforce needs and AI capabilities evolve.
Improve stakeholder experiences
Reduce friction while protecting the moments where trust, empathy and human judgment matter most.
Accelerate responsible adoption
Put the governance, ownership and accountability in place to move beyond AI experimentation and sustain adoption.
How AI Actualization™ works
Cielo’s AI Actualization™ helps you turn AI ambition into measurable business outcomes. Rather than starting with technology, Cielo starts with the work: how it needs to change, where people and AI create the most value, and how you will capture that value through roles, operating models, governance and technology.
Another AI roadmap isn’t enough. What matters is a practical path to redesign work, accelerate adoption and prove measurable value at enterprise scale.
Why organizations choose Cielo for AI workforce transformation
Most consultants can describe the future of work. Cielo can help you build it, prove it and put it into operation.
You get an approach informed by Cielo’s own transformation toward an AI-native operating model and guided by advisors who have led complex enterprise change. Together, we help you redesign work, activate AI responsibly and apply lessons we’ve learned firsthand.
What makes Cielo different:
Decades spent studying how work gets done, not just technology
Expertise in AI workforce transformation, operating-model design and organizational change
A practical approach informed by Cielo's own journey toward an AI-native operating model
Cross-functional teams that combine transformation advisors, data scientists, organization design specialists and practitioners
Start where you are
Your level of readiness, capability and urgency is unique. Wherever you’re starting, AI Actualization™ gives you a practical path forward. Discuss your starting point.
Frame
Bring clarity to where AI can create value, what needs to change and how success will be measured.
Build
Work alongside functional experts to redesign work and define how people, AI and automation will work together.
Activate
Move proven opportunities into day-to-day operations with ownership, adoption and value realization built in.
Ready to redesign work for the AI era?
Turn your enterprise AI strategy into board-ready results. Cielo helps redesign work, align human and digital capabilities, and move from isolated initiatives to transformation that scales and delivers measurable value.
We're frequently asked...
AI Actualization™ is Cielo's AI workforce transformation consulting approach. It helps organizations redesign work, roles, operating models and governance so people, AI and automation can work together as a connected workforce. The goal isn't simply deploying AI technology. It's creating measurable business value through sustainable enterprise adoption.
AI workforce transformation is the process of redesigning work for a future where people, AI and automation collaborate. It includes changes to workflows, decision-making, operating models, workforce capabilities and governance. Organizations that transform successfully focus on how value is created, not just how technology is deployed.
The best way to implement AI across an enterprise is to start with business outcomes, not technology. Organizations should identify high-value opportunities, assess readiness, redesign work, establish governance and define how value will be measured before deploying AI solutions. Cielo's AI Actualization™ approach follows this principle by focusing first on work, value and adoption.
Organizations move beyond pilots by focusing on business outcomes, redesigning work, testing new ways of working, establishing governance and embedding adoption into daily operations. Enterprise adoption happens when AI becomes part of how work gets done rather than remaining a standalone initiative. Sustainable adoption requires changes to workflows, operating models and workforce practices alongside technology deployment.
Preparing a workforce for AI transformation requires more than training employees to use new tools. Organizations must evaluate workforce readiness across capabilities, leadership alignment, operating models, governance, change readiness and the day-to-day realities of how work gets done.
Successful AI workforce transformation helps employees understand how work will change, where human judgment creates the greatest value and how people, AI and automation will work together. Organizations that invest in workforce readiness are more likely to accelerate adoption, reduce resistance to change and realize measurable business value from AI.
Successful enterprise AI adoption requires clear governance that defines ownership, decision rights, accountability and risk management. Organizations need processes for prioritizing AI investments, overseeing implementation, managing compliance and measuring business outcomes.
Effective AI governance goes beyond technology controls. It establishes how leaders will make decisions, how teams will work differently, where accountability sits and how value will be tracked over time. Strong governance helps organizations move from isolated AI initiatives to sustainable transformation at enterprise scale.
Most AI initiatives don't fail because of technology. They stall when organizations layer AI onto existing processes, roles and ways of working without redesigning how work gets done. AI Actualization™ addresses this challenge by focusing on work, workflows and operating models before technology implementation.
AI transformation requires work redesign because AI changes how tasks are completed, how decisions are made and how value is created. Organizations that simply add AI to existing processes often see limited results. Sustainable transformation requires redesigning workflows, roles, operating models and governance so people, AI and automation can work together effectively.
AI implementation focuses on deploying technology. AI transformation focuses on changing how work is performed and how value is created. Transformation typically includes workforce redesign, operating-model evolution, change management, governance and value realization alongside technology adoption.
AI transformation should be measured against business outcomes, not technology deployment. Common measures include productivity gains, increased workforce capacity, cost reduction, improved stakeholder experiences, faster decision-making and revenue growth.
Effective AI transformation programs define value targets, ownership and measurement methods before implementation begins. ROI is realized when new ways of working generate measurable business impact over time.
Cielo brings decades of experience studying how work gets done across global organizations and applies that expertise to AI workforce transformation, operating-model design and organizational change. Cielo's AI Actualization™ methodology combines strategic workforce thinking, technology understanding and practical activation to help organizations redesign work and achieve scalable, measurable transformation.
Cielo's AI Actualization™ Consulting approach is guided by five tenets of AI value creation: vision for the work, return by design, disruption ambition, precision activation and active roadmapping. Together, these principles help organizations move beyond AI experimentation by redesigning work, accelerating adoption and creating measurable business value.