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Enabling Bioprocess 4.0The application of real-time data, AI, and connected sensors to pharmaceutical manufacturing — the biological equivalent of Industry 4.0.:
The Operating System for Real-Time Quality Control.

Democratizing Global Health by Digitizing Quality Control. We replace static, labs with "QC on WheelsA mobile, deployable PAT skid that runs in-line quality tests during manufacturing — eliminating the days-long wait for an off-site lab result.," eliminating infrastructure barriers for decentralized manufacturing.

Mobilize | Harmonize | Digitalize
Digital Orchestration Ecosystem
BY THE NUMBERS

Proven Impact at Scale

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Validated CQAsCritical Quality Attributes — the measurable properties (concentration, purity, particle size, etc.) that must be within spec for a biologic to be safe and effective.
0
mRNA Constructs Characterized
0
Campaigns Completed

The $13B "Manual Tax"

Current centralized Quality Control infrastructure cannot support the velocity of decentralized, personalized medicines. We must move Quality Control inside the Manufacturing Suite.

The Failure Point

Patients wait. Therapies expire. Costs explode.

Legacy Manual Laboratory
3-Week
"Dead Zone" caused by manual QC
50%
Operational spend wasted on off-line testing & manual entry

Hardware-Enabled SaaS

One-Time CapEx • GMP Consumables • Annual Platform Licensing

Horizon 1

The Edge PAT Skid

"QC on Wheels". Mobile hardware bringing analytical insights into production. Enables simultaneous in-line multi-attribute analysis using Single-Use Flow Paths (GMP Requirement).

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Horizon 2

Digital OS

The prescriptive intelligence layer being built now. Includes Chemometrician AI — a real, prototyped capability for quantitative spectral model development — and pre-built regulatory-accepted models, so no PhD-level scientist is required on-site.

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Horizon 3

CMC Intelligence

Closed-loop vision: digital twins that de-skill the lab. Predictive analytics for yield optimization and autonomous process intelligence across the site — same validated tools everywhere, no tech transfer.

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The Regulatory Moat

Competitors sell hardware. We sell a Pre-Validated Regulatory Pathway.

PAT Skid Hardware
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$82M CBER Program

FDA CBER partnership to validate PAT tools as "Release Methods" — the highest regulatory endorsement available.

⚖️

Type II DMF Strategy

Customers reference our DMF to treat the machine as a pre-approved "Drug Substance Engine."

🎯

76% CQA Coverage

Covered real-time. In-line results match offline analytics (<5% RSD).

~80%
Footprint Reduction
~80%
QC Time & Cost Reduction
~60%
Manufacturing Time Reduction
~50%
Total Development Time Reduction