Relay
Open-source orchestration for AI work. Explore the systems and methods behind reliable execution.
Explore RelayORIONFOLD / KNOWLEDGE IN MOTION
MAKE
KNOWLEDGE
A LIVING THING.
Your documents keep working. You keep the judgment.
Meet Flow. Living Documents on your Mac, in files you own.
Flow: make knowledge a living thing
Watch an idea
come to life.
Your notes. New connections. Your call.
2 named sources · Ready to connect
notes.md + reading.md
Morning Briefing
Your ideas, still growing.
Read the sources you named
Connect themes in Mermaid
Review a proposed connection
OVERNIGHT NOTES ON THIS MAC
Your named notes stay in Markdown. Flow will propose a connection for you to review.
Proposed connections need your review.
Files you own. Changes you can trace. Waiting for the next shift
01 Sources 02 Connect 03 Brief 04 Review
Free Base · 10 Pro Days · No credit card Native to your Mac Readable Markdown files Receipted. Reversible.
Owned Markdown files 34 charts · 20 diagrams Visible changes Local Night Shift Morning Briefing
FOR CREATORS, BUILDERS AND AUTHORS
YOUR KNOWLEDGE.
READY TO BUILD ON.
The brief you reopen. The plan you keep improving. Flow brings writing, sources and recurring work into a document you own, with the method ready for the next cycle.
A method that travels FLOW / ILLUSTRATION
Your files research / weekly.md
Named public pages Sources you choose
AN ORDINARY MARKDOWN FILE
Competitor watch.md
01 The argument
02 Source + definition references
03 Declared jobs + bindings
04 Current tables + charts
Readable beyond Flow. Yours to keep. A current view Bound table + chart
A useful return Changes + sources + review
Kept alongside: receipts and review history. The words stay readable; the folder keeps the working context.
CRAFT IS STILL THE POINT
MAKE THE ARGUMENT.
SHOW THE WORK.
Write in Markdown. Edit a table. Turn numbers into a chart or an idea into a diagram. Keep the text and its evidence in one native Mac app, readable beyond it.
One document. Many ways to think. FLOW / ILLUSTRATION
SOURCE / PLAIN TEXT
| Workstream | Done | Total | | Research | 8 | 10 | | Launch | 6 | 8 | | Editorial | 3 | 6 |
Workstream, Done, Total Research, 8, 10 Launch, 6, 8 Editorial, 3, 6 View: completion by workstream
Sources → Definition Definition → Table Definition → Chart Table + Chart → ReviewIllustrative data and readable definitions.
EDIT THE CELL. KEEP THE FILE.
One cell changes. Surrounding Markdown stays intact.
| Workstream | Done | Total |
|---|---|---|
| Research | 8 | 10 |
| Launch | 6 | 8 |
| Editorial | 3 | 6 |
LET THE NUMBERS SPEAK. 34 chart types. Rendered on your Mac.
SHOW HOW IT CONNECTS.
Sources Definition
20 diagram types. Readable fenced text. Table Chart
Review AI PROPOSES. YOU KEEP THE WHEEL.
A PIT CREW.
YOUR NAME ON THE PAGE.
Ideas surface useful next moves. Daytime Agency shows the scope and exact diff before you approve a change. Your writing gets help; your judgment stays in the work.
A pit crew for the page FLOW / ILLUSTRATION
IDEAS / THE NEXT USEFUL MOVE
A sentence could be clearer Proofread · inspect first
The summary can be shorter Summarize · inspect first
These numbers could tell a story Visualize · inspect first
PROPOSAL / EXACT DIFF
The launch is making good progress.
The launch is 6 of 8 tasks complete.
Review the words before they change.
Your document is unchanged. Read the scope, route and diff. Approve or decline in Flow. Seven daytime actions: Proofread, Summarize, Translate, two table conversions, Expand with Sources and Visualize.
SMALL NUMBERS. REAL CONTEXT.
Published measurements from earlier Flow builds. A baseline to inspect.
22.3 ms p95 search · 10,000 notes
1.1 s First index · 10,000 notes
$0.00425 One observed cloud run
7 Daytime Agency actions
Search measurements: Apple Silicon, published production evidence. Cloud sample: 105 input + 149 output tokens; one run, not a price guarantee. These are not new v1.6 benchmarks. Read the measurements
FROM THE BUILDER
25 years building AI systems“Flow proofreads my drafts, draws charts from plain text… Every run leaves a record I can check.”
Manav Sehgal · Founder, Orionfold · 25 years building AI, from Xerox to Amazon, including nine years at Amazon.
Meet the person behind FlowTHE IDEA BEHIND FLOW
ROOM FOR
A RENAISSANCE.
Make more room for the researcher, writer and builder in you. Let the work you keep help you discover what comes next.
An essay by Manav SehgalTHE ORIONFOLD PRACTICE
RESEARCH. BUILD.
BRING THE METHOD HOME.
Orionfold is part of NVIDIA Inception, NVIDIA’s startup program.
Arena + Proof
AI research, evaluation and inspectable experiments. Learn from what was measured and how it was tested.
Explore Arena Read the evidenceBooks + field notes
AI Native Business. AI Research on NVIDIA DGX Spark. Practical ideas, working examples and lessons from building.
Read and learn