STEP 01
BRING IN THE WORK
Bring in the work
Start with the files, cases, or batches your team already uses. No demo-only workflow.
→APP DATA OS · YOUR INDUSTRY, RUNNING ON AI YOU OWN
An AI app for your field. You keep the weights.
App Data OS is a pre-built application for your work. Start from an open model, improve it on your data, and keep the model, the records, and the weights.
TWO SHELVES · BUILD AI · APPLY AI
BUILD AI
Make the model
Models, Robotics, Synthetic Data, Spatial 3D. The apps teams use to build.
APPLY AI
Run your field
Life sciences, physical sciences, and industry. An app for your work.
YOU OWN IT
Keep the weights
Start from an open model. Improve it on your work. The result stays yours.
HOW IT WORKS
Three steps. No architecture lecture.
Bring in the work. Standardize the step. Hand off a clean result.
STEP 02
STANDARDIZE THE STEP
Standardize the step nobody trusts
Turn the slow, risky, or inconsistent step into one clear workflow with review and sign-off attached.
→STEP 03
LEAVE WITH THE RESULT
Leave with a clean result
The next team gets one result it can actually use. The model gets better. Your team keeps the improvement.
Replaces the Excel plus email plus committee routine.
RECURRING ANCHOR
Your work. Your data. Your AI.
Every app runs on your own data, in your own tenant. The reviewed record stays with your team. The tuned model stays with your team.
YOUR WORK
Real cases
Files, batches, and cases your team already runs. Not a demo.
YOUR DATA
Your tenant
In your VPC. Your keys. Your retention policy.
YOUR AI
Tuned weights
The model that gets better stays with your team. On export, forever.
PICK YOUR APP
Lead with two. Group the rest.
Each card: the app, the open model it starts from, what it does, and the result you keep.
Build AIApply AIWeights you keep
FEATURED · MODELS + ROBOTICS
The two we lead with. Models, for teams building models. Robotics, for teams training robots. Both deep, both yours to keep.
MDL · APP
№ 01
ICON
Signal trace of a model under evaluation
Models
Score the runs, hold every regression, train, govern releases, and keep the weights.
STARTS FROM
Your open model
ROB · APP
№ 02
ICON
Robotic arm with joint pivots and gripper
Robotics
Review episodes, score safety, check dataset quality, and export training manifests.
STARTS FROM
OpenVLA
BUILD AI · MAKER APPS
Generate the data you can't collect, and keep spatial and 3D work traceable from capture through handoff.
SYN · APP
№ 03
ICON
Crystalline lattice of generated data
Synthetic Data
Generate governed datasets, or simulate cohorts to test a decision before it ships.
STARTS FROM
Generation + simulation
S3D · APP
№ 04
ICON
Isometric 3D scene wireframe
Spatial 3D
Keep scene, alignment, and delivery decisions traceable from capture through handoff.
STARTS FROM
OpenScene
APPLY AI · LIFE SCIENCES · YOUR FIELD
Screen sequences, compare routes, and keep every hard clinical decision attached to the record behind it.
BIO · APP
№ 05
ICON
Cellular membrane with nucleus and organelles
Biology
Screen risky sequences before they reach synthesis or the bench.
STARTS FROM
ESM-2 family
CHM · APP
№ 06
ICON
Laboratory beaker with reagent level
Chemistry
Compare routes and choose the path the bench can actually defend and run.
STARTS FROM
Molecular Transformer
MED · APP
№ 07
ICON
Clinical pulse waveform
Medical
Triage cases and keep every hard clinical decision attached to the record behind it.
STARTS FROM
MedSAM family
APPLY AI · PHYSICAL SCIENCES · YOUR FIELD
Check simulations against reality, screen material candidates, sort signal from noise, and ground a reporting record people can trust.
PHY · APP
№ 08
ICON
Damped sinusoid signal trace
Physics
Review simulations against reality before a result moves into design, science, or reporting.
STARTS FROM
FNO family
MAT · APP
№ 09
ICON
Crystalline lattice of atoms
Materials
Screen material candidates and move only the right ones into qualification.
STARTS FROM
M3GNet
AST · APP
№ 10
ICON
Elliptical trace around a luminous body
Astronomy
Separate real signal from noise before scarce follow-up time gets spent.
STARTS FROM
AstroCLIP
CLM · APP
№ 11
ICON
Isotherm contour map
Climate
Turn climate scenarios and monitoring work into a reporting record people can trust.
STARTS FROM
ClimaX
ENV · APP
№ 12
ICON
Leaf with venation and sensor markers
Environmental
Review site conditions and document which response was actually approved.
STARTS FROM
Prithvi
APPLY AI · INDUSTRY · YOUR FIELD
Review risk decisions, inspect production issues, and check changes against requirements before they ship.
FIN · APP
№ 12
ICON
Candlestick chart with trend line
Financial
Review risk decisions and explain the edge cases before an examiner or committee asks.
STARTS FROM
CatBoost
MFG · APP
№ 13
ICON
Production line with quality stations
Manufacturing
Review inspections and decide what can ship with the evidence attached.
STARTS FROM
YOLO + anomalib
ENG · APP
№ 14
ICON
Mechanical gear with inspection markers
Engineering
Review changes against requirements before they become release, safety, or cost problems.
STARTS FROM
Open design models
YOUR FIELD NEXT?
THEN, THE MODEL
Start with the right model. Keep what gets better.
Start with a model that fits. Improve it through real work. Keep the stronger result.
Right modelReal workWeights you keep
01 · RIGHT MODEL
Start from the right model
Every app starts from an open model already suited to the work instead of a blank slate.
02 · REAL WORK
Improve through real work
Approvals, corrections, and outcomes from the workflow become signal on your own data.
03 · YOUR WEIGHTS
Keep what gets better
The stronger model stays with your team. You are not renting a black box forever.
APP DATA OS
Bring the work you want to own.
We'll map the workflow. Pick the starting model. Standardize the step. Hand you the result.
↳ STARTS FROM
A model already suited to the workflow.
↳ LEAVES WITH
A stronger model, a reviewed record, and a clean result.