AI-powered solutions for team performance and workplace dynamics.
We're a consultancy and an independent research lab exploring agent architectures, knowledge systems, and workplace dynamics.
We publish what we learn, contribute to open source, and take on projects that create happier teams.
See what we do
Savalera Agents Hub for AI-Augmented Teams
Agents tailored for problem solving, accurate information retrieval, data exploration and solution design.
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Simulated Agent Dialogues Toolkit
Agent2agent, model2model long-running dialogue simulation toolkit for metrics and evaluations.
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Workplace Psychological Safety
Improved team development and leadership coaching with datasets and fine-tuned models.
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Toxicity Echo Effect in Simulated Dialoges
How foundation models handle toxicity over long running simulated dialogues.
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Savalera News
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Sep 02, 2025
Savalera Agents Hub: Internal Deployment of X-Series Agents Now Live
We've deployed our first agent platform featuring ax1 and vx1 architectures for internal use across research, data analysis, and content creation workflows.
Jul 15, 2025
New Research Project: Automated Leadership Style Classification for Team Development
Jul 09, 2025
Savalera X-Series Agents: Building Next-Generation Tool-Using Agent Architectures for Complex Problem Solving
Jun 30, 2025
Complete Study Released: 'The Toxicity Echo Effect' - First Comprehensive Analysis of Harmful Language Spread in Language Model Conversations
What we do
Consulting
We provide authoritative program leadership for complex, large-scale business transformation. Operating as Program Directors and Solution Architects, we bring decades of tier-one experience to guide technology-enabled change from architectural definition through successful global deployment. Our focus is ensuring stability, meticulous planning, and measurable outcomes in critical enterprise programs.
Transformation is accelerated through innovation. We integrate AI-accelerated methodologies into our governance model, utilizing intelligence to drive superior decision-making, optimize resources, and mitigate risk across the program lifecycle. This specialized focus enables us to reduce organizational friction and build long-term customer value.
Beyond methodology, we design Agentic AI Solutions that enable AI-augmented teams. We are developing the Savalera Agents Hub, a proprietary framework engineered for information retrieval, data exploration, and problem solving, serving as the foundation for diverse business applications.
Research
We advance the application of AI to complex human dynamics, focusing on the health and performance of enterprise teams. Our research creates specialized datasets and AI models designed to improve workplace psychological safety. This includes modeling leadership styles and emotional responses, ensuring AI is harnessed as a positive tool for progress and supporting a human-first work environment.
We conduct research into the behavior of Foundation Models and LLMs. Our focus is on simulating and analyzing long-running dialogues to understand machine consciousness, complexity, and emergent behaviors. This work provides critical insight into the factors that determine AI reliability and collaboration, and is essential for developing comprehensive agent evaluation benchmarks that go beyond simple problem-solving.
We specialize in researching agent configurations for complex problem-solving. We treat an agent's structure like a project team, experimenting with various project management strategies, planning methodologies, and leadership models to configure the agent and evaluate their effectiveness.
About Us
Savalera was founded in 2014 by Mark Takács, an industry leader with over 25 years of tier-one consulting leadership at firms including Accenture and Wipro. This expertise is coupled with a long-standing commitment to intelligent systems: Mark graduated with a Computer Science degree specializing in AI in 1998, with involvement in the field since 1995. Savalera's operations are thus rooted in decades of enterprise discipline and a lifelong passion for the ethical and strategic application of artificial intelligence.
Our core philosophy centers on the conviction that change is fundamentally a great leadership undertaking by the people involved. We believe that AI is a powerful tool to augment this process, creating both better-performing and healthier teams. This conviction is why our research focuses on human behavior, consciousness, and psychological safety: We aim to use AI to learn more about ourselves as humans, ensuring technology serves to enhance human potential.
Savalera delivers its specialized services with the agility of a boutique firm while maintaining the strategic discipline of a large enterprise. Every client engagement is personally led by the founder, guaranteeing direct access to decades of leadership experience and accountability. The "we" reflects this singular expertise alongside a trusted network of specialized resources and growing internal capacity, allowing us to deploy exactly the expert focus required to guide your most ambitious transformations.