Follow your thinking. Your agents. Your team.
Explore every direction.
Keep the order.
Stellifai keeps every thought, decision, and agent in view, so nothing gets lost as the work multiplies. Fast-moving work stays legible to your team and your agents, and becomes something you can navigate by.
The work is multiplying. Following it is getting harder.
Agents now produce as much work as the people directing them, and most of it vanishes as fast as it appears. Everyone keeps a slightly different version, the work splits in a dozen directions at once, and the notes and memory tools we have were never built to keep up.
Follow every thought.
Every edit, decision, and hand-off, captured and connected so you can retrace it. Built for meaning, not just words.
See how it changed over time
Replay any document's history and watch the thinking evolve, decision by decision, so you see not just what it says now but how it got there.
Compare every version side by side
When the same work splits into a version per client, team, or last mile, line them up and see exactly where they diverge and why, instead of guessing which one is current.
See what each agent and person did
Every change carries its author and its reasoning, whether it came from a teammate or an agent, so you always know who did what and whether they were meant to.
Built by teams who shipped this before and felt the pain
- Consulting
- Banking
- Forward-deployed engineering
Retrieval got fast. Structure didn’t.
Models are great at finding things and far weaker at holding a coherent picture of how it all fits, or at reconciling different people’s ideas into one. That gap is where the work actually lives now.
Stellifai is the substrate that closes it. Change one assumption and the whole picture stays coherent, so the next team to pick it up isn’t starting over.
Built for forward-deployed teams.
One pattern, three worlds: complex work that moves fast, changes quickly, and splits per engagement.
Management consulting
Complex processes that move fast and change quickly, with every engagement a new spin on the playbook.
Banking & finance
Diligence and deal evals, where the numbers have to tie and many teams' inputs must reconcile into one coherent view.
Forward-deployed engineering
Start from a core product, then customize the last mile per client until it fits, without losing the thread.
The ancients called it catasterismi: to place a thing among the stars so it could never be lost. As knowledge turns ephemeral, Stellifai fixes it in place: a sky you can navigate by, the way sailors once steered by the constellations.
Bring order to the chaos.
Coming soon
We’re building the next version of Stellifai now. Stay tuned.