We build custom software, workflow automations, and intelligent agents — for teams that need them yesterday.
Hard Refresh is a studio for teams that need custom software, AI agents, or workflow automation built — without the six-month vendor timeline.
Replace vendor contracts. Kill manual ops. Ship in weeks, not quarters.
From the raw spark of "this should exist" to a shipped product — we handle strategy, design, architecture, build, and launch. One senior team, one direct line, no agency middlemen. You know what you need. We build it.
Music-deal underwriting app that recommends which artists a label should sign and on what terms via a two-sided joint-win optimizer. Projects monthly economics — NPV, ROIs, label payback, artist recoupment — with Monte Carlo confidence bands. Full pipeline (100 artists × 365k streaming rows) runs live in-browser via Web Workers; deterministic math, no APIs, cold load under 1.5s.
Self-hosted AI music catalog and rights management platform for a major publisher. Air-gapped, local LLM inference, semantic search across the entire library.
Personal inventory PWA for tracking what you own, where it is, and what it's worth. Offline-first, privacy-respecting, no accounts required.
AI-powered Hebrew tutor that adapts to your level. Built for adult learners who want conversation, not flashcards.
Tennis-first dating app. Match on UTR, court availability, and playing style. Skip the small talk, book a court.
Healing frequency music platform — Spotify channel, mobile app, and growth system. Long-form ambient tracks engineered for focus and sleep.
3D-printed phone cases for the T1D Loop community — mount a RileyLink or OrangeLink alongside your phone for direct closed-loop insulin pump control. Modeled, prototyped, and made-to-order.
Algorithmic song generator with millions of unique combinations. Pick a vibe, get a one-of-one track in seconds. React frontend, AWS pipeline.
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