Operations overview
● Production environmentMS

Ship edge AI with confidence.

One control plane for verified models, healthy fleets, and safe recovery.

Fleet online
248
98.8% healthy
Active models
4
Across 3 runtimes
Deployments
31
+6 this week
Integrity rate
99.99%
Verified at activation

Vision Edge v2.4.1 rollout

Production · Global camera fleet
DEP-1042 · CANARY STRATEGY

Ready to deploy

vision-edge-v2.4.1.onnx · 184 MB
● Ready
0 of 248 devices0%
1
Prepare
2
10% canary
3
50% rollout
4
Complete
Integrity mismatch on CAM-SIN-042

Downloaded digest differs from the signed manifest. Activation blocked.

Deployment activity

Live
Manifest signed and ready

SHA-256 · arm64 · ONNX Runtime 1.19

Artifact staged for Shelby

Immutable object boundary configured

Fleet health

248 devices
CAM-SIN-042
Singapore · Camera
DRN-BLR-118
Bengaluru · Drone
BOT-SFO-007
San Francisco · Robot
CAM-FRA-221
Frankfurt · Camera

Model registry

Every approved artifact gets a content identity before deployment.

Approved artifacts

4 model versions
ModelRuntimeSizeSHA-256Status
Vision Edge v2.4.1
Uploaded today
ONNX · arm64184 MB9e4a…b82f✓ Verified
Warehouse Detect v1.8
3 days ago
TensorRT · x64322 MB72ac…119d✓ Verified
Drone Nav v3.2
1 week ago
TFLite · arm6496 MBc811…a25e✓ Verified
Safety Adapter v0.9
2 weeks ago
LoRA · CUDA48 MB50d2…f082Staged

Edge fleet

Inventory grouped by workload, architecture, and rollout policy.

Smart cameras

Retail and security vision workloads

156Online
99.4%Healthy

Autonomous drones

Inspection and navigation workloads

64Online
98.1%Healthy

Warehouse robots

Picking and obstacle detection

28Online
100%Healthy

Shelby delivery layer

Object proofs, global retrieval, and activation evidence.

SDK docs
SHELBY TESTNET · ACTIVE ADAPTER

One model object. Every deployment region.

Signed manifests bind edge devices to one exact immutable artifact.

S
Shelby objects
4
All commitments healthy
Verified reads
18.4k
Global telemetry
Global regions
4
One namespace
Activation blocks
1
Unsafe load prevented

Object proofs

Registry → Shelby mapping
● Ready
Vision Edge v2.4.1
shelby://testnet/models/vision/2.4.1
0x73ab…20f1
184 MB
✓ Verified
Warehouse Detect v1.8
shelby://testnet/models/warehouse/1.8
0x19dc…77a2
322 MB
✓ Verified
Drone Nav v3.2
shelby://testnet/models/drone/3.2
0xe871…b019
96 MB
✓ Verified

Trust path

Production design
1 · ProvenodeHash and sign rollout manifest
2 · Shelby objectStore immutable model commitment
3 · Edge deviceDownload, compare, activate
4 · Health signalContinue or roll back

Verified delivery

Shelby object inspection, signed manifests, resumable downloads, canary controls and public proofs.

Integrity
100%
SHA-256 enforced
Canary
25%
Auto-stop enabled
Median pull
218ms
Global production fleet
Rollbacks
2
Verified restores
Shelby Object Explorer

Inspect a model artifact

● Testnet ready

Device safety path

Atomic activation
Resolve Shelby object
Resume verified chunks
Calculate SHA-256
Compare signed manifest
Activate or roll back

Resumable transfer test

250 MB simulation
Ready · chunks verify independently

Canary & rollback

Failure threshold 2%