What we do
One discipline — designing how humans and AI relate — expressed in three modes. Most projects span more than one.
Design
We build the interaction layer.
The hands-on work of shaping how humans and AI collaborate. We design the patterns, personalities, and pipelines that make AI interactions feel coherent — not just functional.
Prompt Engineering & Context Engineering
Designing the instructions and information architecture that shape how AI systems think, respond, and adapt to individual users.
AI Personality & Character Design
Crafting voice, tone, and behavioral patterns for AI systems — particularly for users whose cognitive styles demand more than one-size-fits-all.
Agent Workflows & Pipelines
Designing multi-step AI systems that coordinate, communicate intent, and remain auditable as they work.
Research
We investigate and create what doesn't exist yet.
When the data, the evaluation method, or the understanding doesn't exist, we build it. Research that unblocks real projects — not papers for the shelf.
Synthetic Datasets & Data Creation
Designing pipelines to generate training and evaluation data when real-world sources are scarce, restricted, or nonexistent.
AI Red Teaming & Safety Evaluation
Structured adversarial testing to find what breaks before it ships. We evaluate AI systems for safety, bias, and alignment gaps.
AI Audio Systems
Research consulting at the intersection of audio engineering and machine learning — speech synthesis, music generation, and processing pipelines.
Advisory
We help teams think clearly about AI.
Strategy, training, and facilitation for organizations navigating AI adoption. We bring the philosophical depth and practical experience to help teams move with intention, not just speed.
AI Adoption & Literacy Training
Programs that build genuine fluency — teams who can think with AI, not just use it. From foundations to advanced workflow integration.
Consciousness, Ethics & Philosophy
Facilitated workshops on the deeper questions — agency, consciousness, and what it means to collaborate with non-human intelligence. Applied philosophy, not abstraction.
Strategic Integration
Helping leadership teams see where AI fits, where it doesn't, and how to adopt it without losing what makes their organization work.
Most projects span more than one mode. Tell us what you're working on.
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