Recently Delivered

A handful of recent engagements. Client names are kept private by policy; the project shapes and the outcomes are not.

Game studio — 2D art to 3D model pipeline

Art is the fastest killer of a new game studio. fromeach gave us a Bench that produced thematic 3D content fast enough to pursue funding while the art team was still in flight.

A pre-funding game studio with a narrowing investor window. The human art team could not produce 3D models fast enough to populate a playable build for the funding conversation.

Built an end-to-end Bench that ingests 2D concept art and emits production-ready FBX files via a Blender workflow. The studio populated the game with Bench-produced 3D assets in weeks rather than 5+ years, advanced to investor readiness on schedule, and the human art team continued in parallel — replacing Bench output with final assets at their own pace. Two pipelines, one timeline.

E-commerce — full storefront rebuild

fromeach gave us a Bench that rewrote our entire catalog for GEO and now tracks SemRush and Google Trends around the clock. Conversion is up 5x and we have not lifted a finger.

A 2021 codebase the in-house team had not had bandwidth to modernize. The cart and checkout experience was friction-heavy; AI integration into product authoring, newsletters, and feature work had been on the backlog for years.

Rebuilt the storefront end-to-end with an answer-engine-first content architecture. Cart and checkout completely reworked. AI Bench delivered to the in-house team for ongoing product development, newsletter authoring, and the long-deferred feature backlog the original team never reached. The team now ships at a cadence the prior stack made impossible.

Open source — autonomous pull-request review

The Bench reviews every pull request against our codebase and our intent, around the clock. We got our weeks back from triage, and the forks that would have diluted the vision never make it in.

A widely-forked open-source project with a maintainer team buried under incoming pull requests. Each review required deep context of the original architecture and the project's design intent — knowledge that did not scale to volume.

Built a Bench grounded in the project's codebase and design history. The Bench reviews pull requests autonomously, accepting or rejecting with detailed written explanations rooted in the project's own conventions. Maintainer review burden collapsed; contributor turnaround dropped from weeks to hours; quality of review feedback went up, not down.

Game studio — no-code creative Bench

They built us a Bench that learned from thousands of pages of lore — concept docs, drafts, even bar napkins with ideas scribbled on them. When we came back for light coding, they showed us how to tool it ourselves rather than write a new contract.

A creative team that needed to brainstorm storyline, build out lore, and shape the game world without pulling engineers into every iteration. The bottleneck was process, not talent.

Built a no-code Bench the creative team operates directly. It proofs new ideas against the existing lore, accepts or rejects with written reasoning, and contributes options the team had not considered. Shipped in two weeks. The team then expanded it on their own — first to audit code against the storyline, then to author web content, then to field Discord questions about the upcoming beta launch. The clearest sign an engagement worked: the client kept building.

Environmental nonprofit — #1 ranked site, modernized

The Bench replaced our Google News Alerts and the manual editing that ate our weeks. We wake up to a rundown of what it added overnight — link-backs up, engagement up, donations up.

A flagship environmental site that has held #1 organic search rank in its category for nearly three decades. A long-overdue revamp, with the constraint that the search position could not be put at risk.

Built a Bench that internalizes the organization's mission, voice, and editorial standards. The Bench runs continuously: refining existing content, surfacing relevant new additions, proposing revisions for the editorial team to approve. Search leadership preserved through the revamp and extended afterward. The cause keeps growing because the content keeps growing.

If a project shape on this page resembles yours, write us. References and a resume on the table from the first conversation.

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