Case studies

What we have built,and what it taught us

This is a record, not a portfolio. Where the data can be public we publish it, and where a claim can be checked we say where to check it. Two clients stay unnamed by agreement, so we describe the work, not the name.

In depthMEMECMO: turning GEO from a slogan into something measurableHow an AI product actually grew, read through functional capital: the value formula, three corrections to our own metric definitions, false positives in the judging layer, how to train AI workers, and why we go deep in only a few industries.Read it →
§2 · Portfolio

What we have built

Not a portfolio. A library you can call from.

Development case · live
SHIPPING

MEMECMO

Make your brand visible inside AI answers. Ten specialist agents in one workflow: brand profile extraction → 110 generated buyer questions → cross-model monitoring on five engines (ChatGPT / Gemini / Perplexity / Claude / AI Overview) → the AIGVR five-dimension algorithm (presence 30% · prominence 25% · share of voice 20% · sentiment 15% · citation strength 10%) → optimization guidance → content distribution → encyclopedia strategy.

10 agents · AIGVR · 5 engines
Neural interaction · hardware + software
INTERNAL

Musicraphy

Connects to BrainLink professional EEG hardware and modulates music from live brainwave readings. Electron desktop app with a React UI, personalized music therapy, plus a simulation mode for research and demos.

BrainLink SDK · Electron · React
Content intelligence · automation with taste
EARLY

DirectorAI

Scattered raw recordings → a finished podcast episode. Not mechanical cutting but director-level editorial judgment: reviewing the material, finding the standout lines, planning the narrative arc, cutting the small talk, pacing the emotion.

“Let one person finish what used to take a whole production team.”

faster-whisper · Claude Opus/Haiku · ffmpeg
Strategic composition · cross-domain brand delivery
DELIVERED

Next-generation live biotherapeutics · brand and digital system

Delivered a complete brand site plus three product-line pages for a partner working on gut microbiome testing, FMT 3.0 transplantation, and SafeMatrix™ probiotics. Science writing through visual system through deployment — a full run across an unfamiliar domain, fast.

3 product lines · full brand delivery
Strategic composition · enterprise delivery
DELIVERED

A Vietnamese focus-media group · CRM with an AI sales agent

A sales management and customer relationship system designed from scratch, including an AI agent that assists the sales process. Enterprise-grade delivery with localized deployment.

Enterprise CRM · AI sales agent · localized
Cultural technology · a millennium × the present
RESEARCH

Guqin digitization

Turning the musical structure of the traditional guqin into data and visualization. A thousand years of qin scholarship becomes an explorable, interactive digital experience.

Data viz · interactive · cultural tech

The next one could be yours

Got something to build? We compose modules from the library and build it with you.

Check it yourself

  • 01

    The full MEMECMO case: the business-value formula, three corrections to our own metrics, and false positives in the judging layer.

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  • 02

    Research collaboration: checkable research with universities and researchers.

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