The Intelligence Layer
for the Built World.
We build serious AI systems on open-source foundations — Flight, Scribe, and Kota0 — and prove the inverted-AI model on ourselves before we sell it to partners and communities.
Bytewells by ThoughtPivot.
Bytewells is a scraping and data acquisition service. Run your Apify-compatible Actors on our runtime, plus AI enrichment.
November 2, 2026. Developers first.
Join the waitlist
On us first. Then with you.
Open foundations
Flight, Scribe, and Kota0 ship as open source. Fork them, run them on your own infrastructure, and contribute upstream.
Inverted AI
We prove the model on ourselves before we sell it. Partners and communities get systems we already run.
The foundations.
Flight, Scribe, Kota0, Silc, and the LinkedIn MCP. The code is in the ThoughtPivot GitHub org.
GitHub org →Flight
One codebase instead of two
Write server logic next to the frontend components that need it. Flight picks it up, mounts it, handles the rest. One codebase, not two.
Scribe
Data modeling that holds its shape as you grow
Define your domain once; Scribe handles validation, versioning, and relationships as the product changes around it. Built for Postgres.
Kota0
The hard part of building vibe-coded apps, solved
An AI workspace where teams describe what they need and ship it. Structured plan, live preview, running software — no full engineering cycle for every internal tool.
Silc
Declare intent. Compile the substrate.
An intent language for apps, pipelines, and WebGPU games. Silc lets agents spend tokens on domain meaning instead of framework plumbing.
LinkedIn MCP
Your LinkedIn session, for an assistant
An MCP server that connects an AI assistant to LinkedIn through your own logged-in browser session. Apache 2.0.
Vran is internal software. Commercial go-to-market is paused for 2026.
When we go further.
For a small number of teams, we go past the tools. Engineers inside the domain, building on our stack. The work leads back to ThoughtPivot.
nVibe with nCircle Tech
nVibe is an AEC partnership with nCircle Tech. One company, one set of channels: it leads back to ThoughtPivot.
WORK WITH US
Build it once.
Own it forever.
Tell us what you're building. We don't take everything on, but when the fit is right we go all in.
or send us a note