Carolin Baumgärtner

Real Intelligence Architect | Senior right hand to $15M–$80M founders making AI calls that define the next 5 years | Turning AI confusion into action that cuts cash burn, drives ROI & empowers teams | Ex-Tech Founder

Dubai, United Arab Emirates

About

Stop the AI Spend Leak: Make AI Work For Your Business Globally, AI ROI is failing. For 15M–80M firms, it’s a crisis: 63% of leaders report zero positive impact on spend. The technology isn’t failing, the approach is. Mid-market leaders are pressured to manage tools when they should leverage their 90-day agile advantage to architect judgment. I help mid-market leaders bridge this Clarity Gap by architecting Real Intelligence (RI). I work with leaders burned by vendor promises, pressured to move faster, and still expected to perform while navigating the noise. I sit on your side of the table as an independent advocate to ensure your AI foundation is built for profitability, not for a vendor’s recurring revenue. THE PROBLEM: THE "DEAD PILOT" LOOP Most firms are stuck buying tools that don't scale. In fact, 95% of custom enterprise AI tools fail to reach production. This happens because leaders are sold technical solutions to strategic problems. Without an independent roadmap, AI implementation becomes a "Dead Pilot", expensive, complex, and disconnected from your business goals. THE SOLUTION: YOUR INDEPENDENT AI ADVOCATE I don’t sell software; I sell outcomes. I help you move from "managing tools" to "driving and being in charge of the results." My goal is your Fluent Independence: I build your internal capability so you can lead AI operations safely and profitably without being permanently tethered to an outside consultant or vendor. HOW WE DRIVE P&L IMPACT TOGETHER • The AI ROI Blueprint (2-3 Weeks): A high-intensity audit to define the 2-3 problems worth solving. You get a Vendor-Ready Technical Brief and a decision framework to ensure you never overpay for implementation. • Executive Impact Workshop: A 3-4 hour session to map manual workflows eating your margin and pinpoint where AI delivers immediate Bottom-Line Impact. • Implementation Oversight: I act as your "Fractional AI Lead," keeping vendors and internal teams aligned with business logic and P&L goals. • Leader AI Fluency: Training your team in Intelligence-Centric Thinking—the judgment required to govern AI credibly and evaluate its output with confidence. THE PROOF • Ex-Deloitte & Accenture: 10+ years leading global digital transformation. • Track Record: $15M+ in programs and $900K+ in cost savings delivered. • Ex-Tech Founder: I bootstrapped an AI startup. I’ve seen both sides and know where the traps are. NEXT STEPS Ready to buy your margin back and turn AI confusion into a competitive advantage? 📩 Send me a DM to discuss protecting your AI investment and driving P&L impact.

Experience

  • Founder & CEO at QUAITLY UNSTOPPABLE
    Dec 2025 - Present · 7 mos

    Creating the Systems of Action that bridge the 63% AI ROI gap for €15M–€80M firms. Most firms are layering AI on top of manual workflows built before AI existed. I move you from "managing tools" to "driving and being in charge of the results." Depending on what your firm needs, you walk away with: (1) The AI Use-Case Audit: Exactly what to build now (and what to kill to stop the cash burn) (2) The Vendor-Ready Brief: A technical roadmap that holds your tech partners to your P&L goals, not their roadmap (3) The Decision Engine: A repeatable framework your team keeps for every AI investment you'll ever face. I'm your Independent Architect. I sit on your side of the table, not the vendor's, moving your firm from "managing tools" to "overseeing outcomes," so your AI foundation is yours to own rather than a vendor's to lock you into. That's Real Intelligence (RI): The synergy of Operational + Human + Tech Intelligence that turns manual backlogs into measurable P&L growth. f needed, I provide access to a vetted partner network for implementation and specialized AI hiring.

  • Member at OPUS
    Jun 2025 - Present · 1 yr 1 mo

  • Founder & CEO at Kaleido Talent
    Oct 2024 - Jan 2026 · 1 yr 4 mos

    Where AI meets EI We’re building the world’s most connected talent ecosystem, where AI and Emotional Intelligence work together to fix what’s broken in hiring. Today, the best talent disappears quickly, the right people stay unseen, and companies are making decisions with low clarity and high cost. The gap between great people and great opportunities is no longer a “process issue” - it’s a human disconnect. Kaleido is changing that by creating human-first technology that amplifies people. We believe the future of work isn’t about automation; it’s about transparent connection, instant clarity, and meaningful careers & direction that help people thrive. We’re not here to optimize old systems. We’re here to rebuild how people and companies meet, across fast-growing societies and economies where talent is the engine of progress. Let’s solve the disconnect at scale. Vision: To build the world's most connected talent ecosystem, and to create a future where people and technology collaborate to drive meaningful impact.

  • Petrofac (6 yrs 2 mos)
    • IT Manager Digital Transformation
      Oct 2020 - Nov 2025 · 5 yrs 2 mos

      Project 1: Digitalization of End-to-End Material Management (Engineering → Construction) Led the digitalization of the full material management process across engineering to construction. ⸻ Project 2: ERM Procurement System (AVEVA) – Greenfield Implementation Managed the greenfield development of a new ERM procurement system with AVEVA, replacing Oracle. • Managed ~70 core stakeholders, 100+ overall stakeholders • Oversaw 7+ service streams and 40+ integrations, 6 vendors • Delivered on time and under budget Total program value (across both projects): $15M

    • IT PMO & Demand Manager
      Oct 2019 - Oct 2020 · 1 yr 1 mo

      Built the IT PMO from scratch, implementing governance structures, processes, and an operating model across an IT department managing a $36M budget.

  • Accenture (2 yrs 1 mo)
    • Senior Management Consultant ( CFO & Enterprise Performance - Communications, Media & Technology)
      Sep 2018 - Oct 2019 · 1 yr 2 mos

    • Management Consultant ( CFO & Enterprise Performance - Communications, Media & Technology)
      Oct 2017 - Sep 2018 · 1 yr