Social media marketers, creators and the people who run a company’s accounts all do the same thing many times over. A post that works on Instagram is too long for X, too casual for LinkedIn and missing the structure a Naver Blog reader expects. So the same idea gets rewritten by hand for every channel, published from every channel’s own app, and measured in every channel’s own analytics, which never line up.
The work that matters, deciding what to say, is a small part of the day. The rest is copying, reformatting and checking six dashboards to find out what worked.
A single web workspace that sits over every account the team runs:
Before a line of code, we mapped the whole service as one flow: sign-in, connecting accounts, writing, converting, reviewing, publishing and reporting, with every branch where a person decides something. The build followed that map.
(opens full size in a new tab)Six weeks, end to end. The first week went to the system design and architecture; the second and third to the FastAPI backend and the React front end; the fourth to the conversion engine and the platform integrations; the fifth to the dashboard and live analytics; the sixth to testing and release. The interface was designed in Figma alongside the build and works on any screen size.
The architecture was built to grow: a new platform is a new integration and a new set of past posts to retrieve from, not a change to the engine.
Rian Blue reads a mechanical bid set the way an estimator would, finding every duct run, size, fitting and air device, and turns it into the estimator’s own workbook. The estimator answers only the questions the tool could not settle on its own.
Buyers on a promotional-products franchise network knew what they wanted but not what it was called, and keyword search across more than 100,000 products could not help them. An AI search now finds products from a photo, a phrase, or both, on the head-office site and every franchise storefront.
Patients with depression see their psychiatrist for minutes at a time, and the weeks in between go unrecorded. Sogon-Sogon is a voice-first AI journal that turns a patient’s day into a diary entry for them and a report their clinician can read.
