PROPRIETARY DATA
Per-formula, per-vessel process traces paired with expert corrections. Not scrapeable, not purchasable, not synthesisable.
ABOUT
The craft is
retiring.
Capture it.
Serumon exists because the people who can tell by feel whether an emulsion is right, and by eye whether a shade is on standard, are a small and shrinking population — and nothing in the plant is capturing what they know before they leave.
PHYSICAL AICATEGORY
COSMETICSVERTICAL
PRE-REVENUESTAGE
5PRODUCTS
Five agents, one runtime, one audit trail.
TRUST BEFORE AUTONOMYLAND NARROWEXPAND RELENTLESSLYCAPTURE THE CRAFTPROVE EVERY CLAIM
THE THESIS
A $500B industry run on human senses
Cosmetics and personal care is a $500B+ industry where the product is a precisely engineered emulsion, suspension or dispersion that must look, feel, spread and perform identically in every jar, and match a brand shade to an imperceptible tolerance, at massive scale, under intense brand, cost and regulatory pressure.
The work is craft-bound, chemistry-critical, quality-sensitive and high-mix — a textbook case for autonomy. And yet most plants still run manual compounding recipes, eyeball shade matching and reactive lab QC.
That gap is the company. Not a dashboard on top of the gap: a system of action inside it.
THE OPPORTUNITY
- INDUSTRY
- $500B+
- TAM
- $20B
- CAGR
- ~13%
- SAM
- $5B
- 3-YR SOM
- $300M
- STATUS
- PRE-REVENUE
MARKET FIGURES ARE SERUMON ESTIMATES; SOM IS [ASPIRATIONAL].
BRAND PILLARS
What we hold ourselves to
TRUST
Grounded, auditable, GMP and quality-grade. Every claim traceable to evidence, including on this website.
AUTONOMY
The product performs the work rather than assisting with it. A copilot that only advises does not move the numbers.
OUTCOMES
Priced and measured on value. If the metric does not move, the commercial consequence was agreed in advance.
VERTICAL DEPTH
Built for cosmetics specifically. Emulsions, shade standards and fill formats are not a configuration of a generic platform.
PRINCIPLES
How we build
-
01
TRUST BEFORE AUTONOMY
Grounding, audit, human-in-the-loop and graduated control — in that order, every time, on every formula.
-
02
COMPOUNDING DATA MOAT
Every supervised correction trains the system. The craft becomes an asset that appreciates.
-
03
LAND NARROW
One vessel, one metric, one quarter. Broad platform pitches produce broad platform failures.
-
04
EXPAND RELENTLESSLY
Expansion is the growth engine: more lines, more modules, more sites, higher autonomy.
ROADMAP
Where this goes
0–6 MONTHS
DESIGN PARTNERS
- Onboard 3–5 design partners on the wedge workflow.
- Ship the MVP: connectors, agent loop, review console, GMP-grade audit log.
- Prove accuracy and ROI in shadow then assist mode.
- Establish security and ISO 22716 baseline; SOC 2 Type I in progress.
6–12 MONTHS
CONVERT + DEEPEN
- Convert design partners to paid; reach early revenue.
- Graduated autonomy on low-risk vessels and lines.
- Twin hit-spec-before-run; add a second module per plant.
- SOC 2 Type II, SSO and RBAC, first enterprise logos.
1–3 YEARS
OWN THE LOOP
- Full compound → emulsify → shade → fill → pack loop end to end.
- Multi-site and CDMO-network GTM; OEM and spectro-vendor channels.
- Data-network products: shade, giveaway, changeover and stability benchmarks.
- Scale toward $34M–$72M ARR [ASPIRATIONAL].
3–10 YEARS
CATEGORY
- The autonomous system of action for the function globally.
- Platform and API ecosystem; adjacent scopes including OTC and derma.
- Every batch compounded, shaded and filled on Serumon.
THE MOAT
Why this gets harder to copy over time
DEEP INTEGRATION
Write access into vessels, fillers and robot cells earned through validation. Rip-and-replace means re-validating a plant.
CAPTURED CRAFT
The plant’s own institutional knowledge encoded in a model. Switching means losing the craft of people who already left.
CROSS-STAGE CAUSALITY
Only a platform spanning make to release can learn which compounding signature causes which stability failure.
REGULATORY SURFACE
A GMP-grade audit trail and validation approach are years of unglamorous work that a demo cannot shortcut.
VERTICAL FOCUS
A horizontal industrial-AI vendor will not build spectrophotometric shade prescription for foundation. We only build that.
HONEST STATUS
Where we actually are
PRE-REVENUECOMPANY STAGE
3–5DESIGN PARTNERS SOUGHT
0CUSTOMER LOGOS CLAIMED
100%ASPIRATIONS LABELLED
INCORPORATION, HEADCOUNT AND COMMERCIAL MILESTONES ARE [ASPIRATIONAL] UNTIL COMPLETED AND VERIFIABLE.
NVIDIA INCEPTION
Why GPUs are structural here
Serumon is an independent startup building original physical-AI software, not a services division, a reseller or an AI wrapper. The proprietary technology is the plant-edge autonomy layer: multimodal perception, process world models, constrained agents, digital-twin simulation and closed-loop action policies.
GPU compute is a hard requirement across all five products — real-time multimodal perception, on-site inference serving, large-scale training, synthetic data generation and constrained optimisation. CPU-only cannot serve this loop inside a plant control window.
- Original AI/physical-AI product, not a wrapper.
- Edge (Jetson/IGX) plus data-centre (DGX/HGX/OVX) demand.
- Isaac, Metropolis, Holoscan, Modulus, cuOpt, Omniverse, TensorRT, Triton, NeMo.
- Proprietary-data moat with a compounding flywheel.
- Zero disqualifiers: no consulting, no reselling, no crypto.
GPU PROFILE BY PRODUCT
- EMULSON
- DGX + ORIN
- SHADERA
- ORIN / THOR
- FILLIX
- JETSON + IGX
- STABION
- DGX + JETSON
- TWYNEX
- DGX + OVX
- ALL FIVE
- GPU MANDATORY
Become the autonomous operations layer for the world’s cosmetics manufacturing — every batch compounded, shaded and filled on Serumon.
ABOUT FAQ
Company questions
Small and technical. Precise headcount, incorporation status and funding details are not published here because they change quickly and because stating them inaccurately would contradict everything else on this site.
Funding status is discussed directly with design partners, investors and enterprise buyers under NDA. We would rather answer that in a room than in a marketing paragraph.
Because shade is judged by eye, emulsions are a genuine black art, and the craft-labour constraint is acute — while regulation is serious without being as slow as pharmaceutical validation. It is the highest-value place to prove closed-loop manufacturing autonomy.
If plants will not grant write access at any level of proof, Serumon becomes a very good prediction product rather than an autonomy platform. That is the core risk and we track it explicitly.
WORK WITH US
Build the plant that runs itself
Design partners, engineers and investors: the interesting conversations all start the same way — with a real vessel and a real number.