Data systems & instrumentation
End-to-end pipelines that keep human decisions observable and auditable.
- Telemetry design for research labs and therapeutics.
- Consistency vectors linking humans and automation.
- Evidence-first knowledge management.
Interests
Domains shaping the Axnmihn studio.
We draw from science, computation, and human systems design to build protocol that withstands scrutiny.
Fields of focus
What fuels our curiosity and craft.
These domains inform the studio’s research agenda and the work we deliver with clients.
Bioinformatics & gene therapy
Signals from sequences and cellular behavior, translated into operational clarity.
- AAV vector design, payload logic, and documentation.
- Clinical data integration for regulatory readiness.
- Risk forecasting for advanced therapeutics.
Protocol design & governance
Constructing rituals and guardrails that align values, incentives, and outcomes.
- AVD frameworks and escalation ladders.
- Runbooks for executives, scientists, and operators.
- Living documentation with measurable stewardship.
Human-in-the-loop intelligence
Designing collaboration between humans and AI that amplifies safety and creativity.
- axₙlog methods to capture cognition and affect.
- Collaboration prompts with embedded safety checks.
- Training loops that preserve agency and clarity.
Research threads
Questions we pursue.
- How do we measure coherence between human cognition and machine outputs?
- What new rituals keep therapeutics teams accountable without slowing discovery?
- How can protocol encode empathy without compromising rigor?
Signals watched
Indicators guiding future builds.
- Gene-editing breakthroughs and delivery platforms.
- Advances in causal inference and explainable AI.
- Regulatory movements in digital therapeutics.
Share your frontier with us.
We partner with teams exploring new territory in science, data, and human systems. Bring your toughest questions.