Beat 01
Line
One tool or inspection line, one agent family, one success metric. The fastest path to a defensible internal result.
Products
Three ways to deploy the loop
Line for a single tool or inspection line, Fab for the full closed loop, Enterprise for multi-fab standardisation.
- Line
- Fab
- Enterprise
Deployed beside the tools that make panels
Gen-8.6 OLED fabFlexible OLED module lineAutomotive display makermicroLED pilot lineAR/VR microdisplay groupLTPS array fab
Product line
Same loop, different blast radius
Beat 02
Fab
The full closed loop across deposition, anneal, inspection, transfer, handling, test and bin, with the panel-and-line twin included.
Beat 03
Enterprise
Multi-fab rollout, custom process and defect models, fleet management, on-prem or air-gapped deployment and formal SLAs.
Beat 04
All tiers
The same fab-edge runtime, the same autonomy gates and the same immutable audit log. Governance is not an upgrade.
# closed loop, one panel
perceive substrate → tft → emitter stack → sub-pixel
plan deposition · anneal · transfer · test/bin
act recipe write-back (SECS-GEM)
sense mura ΔL* · sub-pixel opens · particles
optimise yield · ramp · scrap
log immutable audit entry ✓ signed
retrain engineer correction → model
Composition
What is inside a deployment
Every deployment is assembled from the same components; the tier decides how many.
Step 1 of 6 · edge
Fab edge runtime
Deterministic, offline-capable execution beside the tools.
Step 2 of 6 · agents
Agent set
One family for Line; the full seven for Fab and Enterprise.
Step 3 of 6 · connectors
Connectors
SECS-GEM/HSMS, OPC-UA, REST and MES integration.
Step 4 of 6 · console
Review console
Where engineers approve, override and correct.
Step 5 of 6 · twin
Digital twin
Included from the Fab tier; validates before the run.
Step 6 of 6 · audit
Audit spine
Immutable, signed decision records on every tier.
Plans
Pick the blast radius, not the feature list
Land on one workflow with a hard success metric, then expand tool by tool, module by module, fab by fab.
Line
$16,000
per tool or inspection line / month
Panel makers validating ROI on the wedge workflow.
- Deposition/anneal-control, Mura/defect-vision or microLED transfer-optimisation AI for one tool or line
- Fab-edge runtime with central model management
- SECS-GEM connectors for the wedge tool stack
- Review console for process and yield engineers
- Immutable, yield/quality-grade audit log
Fab
$110,000
per fab / month
Scaling fabs adopting the full closed loop.
- Deposit and pattern + TFT and anneal agents
- Mura and sub-pixel/particle defect sensing
- microLED transfer and repair optimisation
- Robotic panel handling, age/test/bin, yield and ramp
- Panel-and-line digital twin: hit uniformity and yield before the run
Enterprise
Custom
land $700k–$8M ACV
Panel makers and display groups standardising on Emiteon.
- Multi-fab rollout and governance
- Custom process, defect and yield models
- Fab edge fleet management and OTA updates
- On-prem or air-gapped deployment option
- SLAs, security review and dedicated support
Comparison
What is included
Line proves the wedge. Fab runs the loop. Enterprise standardises it.
| Capability | Line | Fab | Enterprise |
|---|---|---|---|
| Fab edge runtime | Included | Included | Included |
| Agent families | One | All seven | All seven + custom |
| Panel-and-line digital twin | — | Included | Included |
| Immutable audit log | Included | Included | Included |
| Autonomy gates | Shadow, advisory | All three | All three |
| Multi-fab governance | — | — | Included |
| On-prem / air-gapped | — | Optional | Included |
| Custom models | — | — | Included |
| SLA and dedicated support | Standard | Standard | Dedicated |
Included everywhere
Non-negotiables on every tier
Fail-safe control paths
Every write-back path can stop and return tools and handling to a known-good state.
Tenant isolation
Recipes, panel designs and defect images stay scoped to your tenant.
SSO and RBAC
Identity from your directory, roles matched to fab responsibilities.
Idempotent agent steps
Replays are safe; a lost acknowledgement never double-writes a recipe.
Model version pinning
Every decision is reconstructable against the exact model that made it.
Auto-degrade
Weak signal or lost control plane drops autonomy instead of guessing.
Expansion
Expansion is earned, tool by tool
A Line deployment that hits its metric expands to adjacent tools; a Fab deployment that holds its numbers expands to adjacent fabs. Net revenue retention is the honest measure of whether the loop works.
- Land: one workflow, one metric
- Expand: adjacent tools and modules on measured results
- Standardise: multi-fab governance and custom models
# closed loop, one panel
perceive substrate → tft → emitter stack → sub-pixel
plan deposition · anneal · transfer · test/bin
act recipe write-back (SECS-GEM)
sense mura ΔL* · sub-pixel opens · particles
optimise yield · ramp · scrap
log immutable audit entry ✓ signed
retrain engineer correction → model
Connectors
Shipped with the deployment
Deposition, litho and encapsulation
Vacuum depositionInkjet/TFE encapsulationPhotolithographyOverlay metrologyChamber telemetry
Anneal and TFT process
Excimer laser annealThermal annealVth metrologyLTPS/oxide array
Inspection, metrology and test
Mura/AOI systemsOptical uniformityArray testCell testAging
Transfer, repair and handling
Mass-transfer headsLaser repairPanel roboticsCassette logistics
Voices from the line
What the fab floor tells us
“We do not lose panels because nobody is watching. We lose them because the signal that mattered was buried under a thousand nuisance calls.”
“Ramp is the whole game. If a new product takes two quarters of manual tuning, that is two quarters of margin we never get back.”
“Transfer yield is our ceiling on microLED. Every dead emitter is a repair cycle or a scrapped backplane.”
Quotes are illustrative composites drawn from discovery interviews with process-integration, yield and quality engineers. Named references are [PLACEHOLDER] pending design-partner consent.
The economics
What the loop is measured on
Emiteon is priced and evaluated on the numbers a fab already reports. These are design-partner targets for the first twelve months of deployment.
$26BDisplay-fab automation, process control, inspection, test and fab software market
~14%Annual growth in the segments Emiteon plays in
135%Net revenue retention target from land-and-expand
99.9%Uptime target for the fab edge runtime
Figures marked as targets are design-partner objectives, not audited results. Company operating status, customers and outcomes are [ASPIRATIONAL] until independently verified.
FAQ
Questions fabs ask first
Through three gates. Shadow mode observes and predicts with no write-back; advisory mode recommends recipe, transfer and binning moves that a process-integration or yield engineer approves; graduated autonomy releases low-risk deposition, anneal and transfer control once measured accuracy and twin validation clear the bar. High-impact decisions stay human-in-the-loop.
Reducing false calls is the wedge, not a side effect. The mura-and-defect agent is trained on true-versus-false-call labels from your own inspection history, so it separates genuine large-area non-uniformity, sub-pixel opens and shorts, particles and stains from nuisance signals, and every call is traceable to the evidence behind it.
Per-tenant isolation with recipes, panel designs and defect images scoped to your tenant, encryption in transit and at rest, SSO/RBAC, an immutable yield/quality-grade audit log and an on-prem or air-gapped option. Fleet learning shares model improvements, never your recipes.
Deposition, photolithography, encapsulation and anneal tools, Mura/AOI inspection and metrology, array and cell test, mass-transfer and repair stations, robotic handling and MES — vendor-neutral via SECS-GEM/HSMS where the tool supports it, with REST and OPC-UA bridges elsewhere.
Every pixel, perfectly uniform.
Choose the smallest deployment that proves it
We would rather win a Line pilot on evidence than sell a fab on a slide.