Software consulting, research engineering, and zero-to-one product development that take transparency and clarity seriously.

Areas of Work
  • AI Product
  • Ed Tech
  • Health Tech
  • Applied Research
  • AI Strategy

claudesque

An agentic chatbot starter kit, built to help bootstrap agentic prototypes for various clients.

Qualitative data analysis with LLMs

Multistep workflows that leverage LLMs to analyze free text, log data, conversational transcripts, and observational video data.

Forest Health

Greenfield machine learning pipelines for identifying and classifying trees in satellite imagery to help track the spread of Southern Pine Beetles.

qualio

Interfaces for analyzing LLM-authored qualitative reports that afford traversing from a summary down to row-level source data.

legible

legible

A mobile Twitter client that helped intermediate language learners grow their vocabulary through real world social media content.

squidgies

squidgies

Personalized AI-native speaking and writing practice for intermediate language learners.

What we do

  • Software consulting

    1. 01 AI readiness and opportunity analysis
    2. 02 Architectural audits & roadmapping
    3. 03 Fractional engineering leadership

  • Research engineering

    1. 01 Quantitative evaluations and dataset construction for AI and ML tasks
    2. 02 Literature review and publication positioning
    3. 03 Applied machine learning and AI prototypes

  • Product development

    1. 01 AI products and features: chat, search, agents, and all the plumbing required for production deployments
    2. 02 Zero-to-one fullstack products and prototypes
    3. 03 In-house ideas and explorations