Youragenticplatform for
scale uptech transferquality

Basetwo gives process development and manufacturing teams AI agents to run smarter experiments, scale up reliably, and proactively mitigate deviations.

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Basetwo agent · tech transfer
Pulled 214 batch records from historian
temp · DO · VCD · 2019–2025
Flagged 9 runs with sensor drift
excluded from training set
Fit hybrid kinetic model
R² 0.94 · 6 parameters estimated
Validated against 3 held-out batches
MAPE 4.1% on final titer
Ran 1,200 simulated feed profiles
glucose · glutamine · DO setpoint
Searching feed strategies at 2,000 L
Draft tech transfer package
queued
+18.4%
predicted titer
vs. current recipe
Trusted by market leaders in manufacturing worldwide
6of the top 20 pharma
3of the top 10 personal care
3of the top 10 chemicals
FDA 21 CFR Part 11
ALCOA+ data integrity
GMP-validated workflows
Inspection-ready audit trails
SOC 2 Type II

Scale-up is too slow. Failures are too expensive.
Neither has to be true.

Process Development

Today
With Basetwo
Long development timelines due to uncertain scale-up dynamics
Predict performance at the target scale before your next run
Processes are developed and optimized on intuition
Process optimization is model-driven and shared with the team
Trial-and-error DoEs are a significant experimental burden
Basetwo proposes the experiments worth running

MSAT & Manufacturing Operations

Today
With Basetwo
Process deviations are only identified when sampling occurs
Anticipate process drift in real time to prevent out-of-spec batches
Root cause takes weeks of manual review
Root cause returned in minutes
Each deviation investigated from scratch
Past deviations can be used to identify process patterns

Fewer runs. Faster cycles.

Basetwo predicts what a run would have told you.
Process development and manufacturing teams cut experiments, pilot trials, and QC burden without giving up confidence.

Explore how

60 runs  →  12  experiments to map a design space

3-5 trials    1-2 pilot trials before commercial scale

8 batches    6 batches  ·  25% lower cycle time

6 QC tests  →  2 QC tests  per batch

Oneagenticplatform for all your
process workflows

From data ingestion to dashboarding all in one tool.

AI-Powered Data Work

Put Your Process Data to Work

Connect various data sources with your operating procedures and equipment specs.

The agent handles the preparation, transformation and analysis with you.

Basetwo AI Data Assistant cleaning a bioreactor dataset and plotting PCA scores and explained variance
Hybrid Modeling

Describe the Process, See It Modelled

The agent creates your digital twin from validated Basetwo and team-built models while incorporating your process context.

Once built, inspect and edit the model, then deploy.

See it in action
Basetwo hybrid model flowsheet with editable equations and parameters
Custom Unit Builder

Bring Your Own Models or Build What's Missing

Whether you’re bringing in existing models or building new ones, Basetwo gives your team one place to develop, validate, and use them.

Import the process models you already rely on and make them reusable across the organization.

Keep your modelling knowledge in one place.

Custom unit builder importing an existing model as a reusable block
Apps & Dashboards

Work You Can't Share is Work Nobody Uses

Deploy apps that turn model outputs into clear insights for monitoring, analysis, and what-if scenarios.

Use the agent to understand what's happening in your process, why its happening, and what to do next.

Explore apps
Live process dashboard built from model outputs with agent recommendations
What teams tell us

“This platform empowers experts to create models and share results in a user-friendly way.”

Director of Digital Transformation
Fortune 100 Pharmaceutical Company

“It usually takes me a couple of hours to get datasets lined up together but it only took a few minutes on Basetwo”

Process Engineer
Top Pharmaceutical Company Globally

“Basetwo’s hybrid models provided insights into our “black box” processes, allowing engineers to understand and maximize quality even with limited sensor coverage.”

Director of Digital Transformation
Fortune 100 Pharmaceutical Company

1,000+ production workflows
powered by Basetwo

Purpose-built deployments for your most important processes

Security & Compliance

Enterprise-grade security for regulated manufacturing.

Keep your process data and models secure, controlled, and traceable.

AICPA SOC for Service Organizations badge
Maintain Data Integrity & Traceability

Complete audit trails across data, models, and decisions, compliant with FDA 21 CFR Part 11 and ALCOA+ standards.

Validated for GMP Workflows

GMP-aligned verification, change control, and continuous monitoring ensure reliable and compliant AI outputs.

Regulatory-Ready Documentation

Export structured logs, audit trails, and model evidence that support FDA inspections and validation workflows.

Operate Within a Secure Environment

Role-based access, controlled environments, and enterprise-grade security safeguard data for regulated manufacturing.

FDA 21 CFR Part 11
ALCOA+ data integrity
GMP-validated workflows
Inspection-ready audit trails
SOC 2 Type II
Learn about security & compliance
Why Basetwo

Scientific AI with simulation at its core.

Other AI agent platforms
A chatbot wrapped around your data
Retrieves and summarizes based on your historical data
No prediction
Not GMP validated, outputs you cannot defend in an audit
No audit trail
No scientific or engineering foundations. Lacks understanding of mass balance and kinetics.
No physics
Basetwo
GMP workflows with a powerful simulation engine
Simulates runs and predicts outcomes at conditions and scales outside your historical data
Simulation
GMP-validated by design: versioned models, change control, full audit trail
GMP ready
Hybrid models built on mass balance, kinetics, and transport using Basetwo’s simulation engine
Physics

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From months of trial batches
to answers in an afternoon.

Book a Demo

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