Operating Partner, Transformation & AI
I'm Dania Toth, an AI-native operations specialist who turns mandates into momentum for leaner operations, stronger margins, and faster growth.
What's at stake
Internal silos, tech debt, and process bloat are quietly the most damaging forces behind higher costs and slower growth, and most teams are too close to see them clearly:
The Approach
A practical assessment that maps how your strategic vision translates into day-to-day processes. It establishes a baseline, finds the gaps, and ranks every opportunity by speed, cost, bandwidth, and impact.
The roadmap and tools are built from the ground up, reverse-engineering to what your teams need most. We know which processes to fix, what and how to build, and how to make the biggest impact on your bottom line.
The tech isn't impressive if no one uses it. Integration means redesigned workflows, sustained team-wide use, change management, feedback loops, and customized training. AI becomes the underpinning of your organization.
Services
One complete transformation, built as two progressing stand-alone services.
At the end of each phase, you decide whether to move to the next.
The operational assessment
Establish a thorough operational baseline to identify where AI can make the most difference. You're ready for decision-making with or without further engagement.
End-to-end execution & adoption
Turn your biggest opportunities into deliverables ready to use, seamlessly integrated into your teams’ day-to-day.
Bring in the AI expertise and dedicated strategic attention to execute initiatives you already have in mind.
Customized training and engagement so your teams' AI skills outclass the competition.
Shift your company's operating model to an AI-forward culture by building a continuous innovation pipeline, designing meaningful metrics to track AI excellence, and updating hiring and onboarding strategies.
One operating partner across every company you back. The same assessment and transformation method, applied consistently, so each company gets senior operational judgment without a full-time hire, and you get reporting that reads the same from one board meeting to the next.
How it works for VC and PE firms →For VC & PE firms
The same transformation work, delivered as a single embedded resource who evaluates how each portfolio company runs and improves it: without the cost of a full-time hire per company or an outside consulting engagement.
