RECIPE PORTABILITY
The same formula behaves differently on different vessels. Enterprise promotes validated recipes across sites with per-site calibration instead of copy-paste.
ENTERPRISE
For beauty and CPG groups and contract-manufacturer networks: one autonomy standard across plants, custom formula, shade and fill models, a managed plant-edge fleet, and benchmarks only a network can produce.
An auditor gets a replay, not a log file.
WHAT CHANGES AT SCALE
The same formula behaves differently on different vessels. Enterprise promotes validated recipes across sites with per-site calibration instead of copy-paste.
Model versions, envelopes and autonomy rungs governed centrally with local override rights and a full change record.
Shade-hold, giveaway, changeover and stability performance compared across your own plants, normalised for product mix.
SSO, SCIM provisioning and role-based access mapped to your plant, quality and engineering org structure.
Per-region and per-site data placement, including fully on-prem deployments where formula IP cannot leave the building.
Multi-year agreements with usage ramps and outcome-linked components on the highest-value workflows.
FLEET OPERATIONS
Signed artefacts, canary on one vessel class, measured against held-out batches, then promoted or reverted.
Node, sensor, model drift and control-quality telemetry per vessel, aggregated per site and per region.
Break-glass remote access under customer-controlled approval, fully recorded, time-boxed and revocable.
Hardware refresh, spare strategy and capacity planning as GPU generations change under a long-lived plant.
ROLLOUT
One plant proves the loop end to end and produces the internal reference case study and the validated envelope library.
The lighthouse deployment becomes a template: connectors, envelopes, roles, validation artefacts and training material.
Sites roll out in waves by vessel class and product family, each with local calibration and a local champion.
Serumon becomes the group standard for compounding, shade, fill and release, with network benchmarks feeding capital planning.
TIER COMPARISON
| DIMENSION | PLANT | ENTERPRISE |
|---|---|---|
| SCOPE | One plant, all five agents | Multiple plants, group standard |
| MODELS | Tuned on that plant | Custom formula, shade and fill models per group |
| EDGE | Site-managed nodes | Managed multi-site edge fleet |
| IDENTITY | SSO + RBAC | SSO, SCIM, custom role mapping |
| SLAs | Standard | Custom, contractual |
| BENCHMARKS | Site trends | Cross-plant normalised benchmarks |
| PRICE | $60,000 / month | $400k–$5M ACV, custom |
PROCUREMENT
Enterprise deals in manufacturing die in security review and validation, not in the demo. We prepare for that explicitly.
You get an architecture pack, data-flow diagrams, a validation approach aligned to your change control, penetration-test summaries, and a named engineering contact through the review — not a form to fill in.
ENTERPRISE READINESS
CERTIFICATION STATUS IS [ASPIRATIONAL] UNTIL THE REPORT IS ISSUED.
ECONOMICS
STEP 01
Measured, not estimated: current shade holds, giveaway, scrap, changeover hours and hold days per site.
STEP 02
The share of that loss the agents can plausibly move, stated as a range with the assumptions written down.
STEP 03
A realistic adoption curve: shadow produces zero savings, and we model it that way.
STEP 04
Where you want risk shared, pricing components attach to the metric rather than the seat.
GROWTH SHAPE
TARGET FIGURES FROM THE SERUMON FINANCIAL MODEL [ASPIRATIONAL].
ENTERPRISE VOICE
If it does not work identically in Milan and in Ohio, it is not a standard, it is a pilot with better marketing.
I will trade a discount for a case study. I will not trade our formula data.
Our validation team is the real gate. Bring their questions to the first meeting.
All customer scenarios on this site are composite and illustrative. Serumon is pre-revenue; performance figures are design-partner targets, not audited results.
ENTERPRISE FAQ
Yes. The control path is already on-prem by design; enterprise deployments can additionally keep training, retrieval and storage inside your environment on customer-provided GPU capacity.
Strict per-tenant isolation inside the CDMO deployment, with brand-scoped data, models and access. A brand’s formula and shade data are not visible to, and do not train models used for, another brand.
Edge hardware, connector work and any sensor retrofit are scoped per site during the survey. We publish subscription pricing precisely so implementation can be discussed honestly rather than hidden inside it.
Outcome-linked components are structured to make that answer mechanical rather than political: the metric was measured against a recorded baseline, and the commercial consequence was agreed in advance.
ENTERPRISE
The fastest enterprise path starts with the hardest audience. We will walk architecture, data flows, validation and IP protection before we talk commercials.