Epigraph Intelligence
Specialized AI & Scientific Computing Advisory
Epigraph Intelligence is a boutique advisory firm specializing in artificial intelligence and scientific computing.
Epigraph draws on a selectively assembled network of experts whose world-class research credentials and real-world impact span leading tech companies, national labs, and AI research institutions—equipping us to meet the demands of every engagement.
Through deep sustained partnership—not surface-level transactional engagements—we help forward-thinking organizations tackle their most complex technical challenges from beginning to end with rigor, clarity, and lasting, direction-setting impact.
Domains of Excellence
We specialize in building advanced AI systems that connect data, models, and real-world applications. Our experience includes:
Large-scale data collection, annotation, and management for AI pipelines;
Data engine development to support telemetry and continual learning and evaluation;
Foundation model pretraining, post-training, evaluation, and deployment;
Multimodal LLM development combining vision, audio, and on-device data;
Efficient model training and inference on wearable and embedded systems; and
AI for ambient and contextual computing applications.
We bring deep experience leading AI research at top tech companies and academic institutions—blending theory, systems, and product impact.
Our network has pioneered advancements at the intersection of computational science, scientific machine learning, and high-performance computing. Our expertise spans:
Advanced numerical optimization for design, control, and learning tasks;
Model reduction and surrogate modeling for real-time high-fidelity simulation;
High-performance linear and nonlinear solvers;
Uncertainty quantification (UQ) for large-scale and componentized systems;
Extreme-scale multiphysics simulation across solid mechanics, fluid dynamics, thermodynamics, and beyond;
Verification & validation (V&V) for high-consequence simulations; and
Development of digital twins.
We have built and contributed to flagship simulation platforms at national laboratories and leading technology companies, and continue to push the boundaries of real-time, large-scale computation.
FAQ
Explore a partnership
If you're tackling a technically complex challenge in AI or scientific computing and need trusted expertise, we'd love to explore how Epigraph can help.
Join us
We welcome exceptional experts from academia, industry, and research labs who are advancing the state of the art in AI and scientific computing to join our trusted community of world-class advisors. While many of our engagements involve long-term collaboration, we also offer flexible opportunities for experts to contribute meaningfully on a more limited basis.
About
Epigraph Intelligence was founded to address a growing need for deep technical advisory in artificial intelligence and scientific computing. As organizations encounter increasing complexity at the frontier of innovation, Epigraph offers an alternative to conventional consulting: long-term partnerships rooted in rigorous technical expertise, not short-term, surface-level engagements.
© Epigraph Intelligence, LLC. 2025