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The intelligence layer for the full bioprocess lifecycle

De-risk scale-up, shorten development cycles, prevent failed batches, and cut costs.

From lab to commercial production.

Our Approach

An AI-native operating layer for bioprocesses.

Turn fragmented process data and technical knowledge into an AI-driven engine that helps your team reason, decide, and act across R&D and production.

Ingest everything

No upfront standardization. Mavios normalizes legacy datasets, sensor streams, lab records, and technical documents into a unified, queryable process context.

  • Automatic data mapping for any LIMS/ELN
  • High-frequency sensor stream integration
  • Unstructured data such as PDFs, Docs or lab notes
SCADALIMSELNPDFunified

Our product

One platform, four stages.

From first hypothesis to batch #10,000, the same knowledge base carries context across the full bioprocess lifecycle.

01

Discovery

Build a bioprocessing strategy from feedstock, product, or strain targets. Rank candidate processes and generate first-draft protocols, all triaged by techno-economic viability before a single experiment is run.

  • Feedstock → product candidate ranking
  • TEA-aware process generation
  • Auto-drafted experimental protocols
Candidate processes · Lactate → PHATEA ranked
Continuous
$5/kggo
Fed-batch · microaerobic
$7/kggo
Fed-batch · aerobic
$9/kgwatch
Batch · rich media
$27/kgdrop

Draft protocol ready for Continuous fermentation

Comparison

Drop the chatbot, plug into
real AI integration.

How Mavios compares to the current generation of bioprocess tooling.

AI

ChatbotAgentic layer

Interfaces layered on top of legacy systems.

Operates on processing data, generating analyses and supporting decisions in real time.

Reasoning

PassiveActive reasoning

Responses limited to user input.

Reasons over experiments and processes, surfacing patterns, anomalies, and insights.

Economics

LimitedCommercial integration

External to the workflow.

Techno-economic context connecting process decisions with cost and scalability.

Lifecycle

Only R&DR&D + Industry stages

Focused on R&D stages.

From experimental design to industrial operation.

Current toolsLegacy stack
Next gen integration
AI
Chatbot

Interfaces layered on top of legacy systems.

Agentic layer

Operates on processing data, generating analyses and supporting decisions in real time.

Reasoning
Passive

Responses limited to user input.

Active reasoning

Reasons over experiments and processes, surfacing patterns, anomalies, and insights.

Economics
Limited

External to the workflow.

Commercial integration

Techno-economic context connecting process decisions with cost and scalability.

Lifecycle
Only R&D

Focused on R&D stages.

R&D + Industry stages

From experimental design to industrial operation.

Impact

Measurable impact, built for every vertical.

From pharma pipelines to food, cosmetics or industrial biotech.

Health

20xtrending_down

media cost

Materials

6xtrending_up

product yield

Foodtech

100xtrending_down

media cost

Cosmetics

2.5xtrending_up

biomass yield

Contact us

Build bioprocesses that actually scale.