BioAna by OpenAna
Understand. Predict. Simulate.
BioAna connects your bioprocess data, scientific context and real-time operations with predictive and simulation intelligence — modality-native, from bench to scale.
SOC 2 compliantHuman-governedReal-time ready
LIVE PROCESS CONTEXTBENCH → PILOT → SCALE
CONTEXT MATCH96%run · material · phase
PREDICTED OUTCOME4.81 g/Lwithin operating window
RecommendationExplore candidate operating region
01 — THE PROBLEM
Bioprocess development is still
constrained by physical experimentation.
Complex biology makes every run valuable, but much of what is learned remains difficult to reuse. Today: run → analyze → learn → adjust — another physical run is required to validate the next change. That means more experiments and high cost, slower learning that only arrives after the run completes, and knowledge fragmented across data, models and SME memory.
PROCESSOperating conditionsMixing · feed · pH · temperature · geometry
→BIOLOGYCell responseGrowth · metabolism · viability · stress
→QUALITYProduct outcomeTiter · yield · CQAs · potency · consistency
02 — THE PLATFORM
One platform.
Three connected layers.
BioAna Hub connects and contextualizes process, quality and real-time data. BioAna Twin predicts and simulates using physics, data and AI. BioAna OS governs and scales it all — enterprise, GxP and security.
BioAna Hub
Turn fragmented process data into a scientific record.
Connect runs, events, materials, assays and quality evidence. BioAna Hub aligns them in a modality-aware context your scientists can search, compare and trust.
✓ 6 modality packs✓ 113 schemas✓ Evidence lineage
Explore Hub↗REAL PRODUCT · SYNTHETIC DATA
03 — THE INTELLIGENCE LOOP
Every run should make the next one more informed.
BioAna keeps evidence, models and decisions connected so learning compounds instead of disappearing into files and handoffs.
Connect
Bring live and historical process evidence together.
Contextualize
Align runs, materials, events, assays, equipment and quality.
Predict
Explore scenarios with hybrid models and uncertainty.
Decide & learn
Review, approve and return new evidence to the system.
04 — WHY BIOANA
Others solve pieces.
BioAna contextualizes the process.
Integration alone does not make a scientific record. A model alone does not make a decision. BioAna connects the full intelligence journey—from real-time evidence to governed action.
Connect
→Live process + historical evidence
Contextualize
→Modality-native process semantics
Predict
→Physics + AI/ML + domain science
Decide
→Evidence-linked, human-governed action
05 — MODALITY-NATIVE
Shared platform.
Different science.
Process topology, scientific vocabulary, CPPs, CQAs, assays, kinetics and scale rules change by modality. BioAna is designed to preserve that difference.
Biologics
Growth, metabolism, feeding, mass transfer, titer and CQAs.
Cell therapy
Starting-material variability, expansion, phenotype and potency.
Gene therapy
Transfection, vector yield, capsid quality and robustness.
Fermentation
Substrate kinetics, OUR/OTR, feed, heat and productivity.
RNA & Oligo
Synthesis, purification, impurities, yield and quality.
Multi-program
Client isolation, reusable knowledge and governed scale.
EXPLORE ONE MODALITY END TO END
Biologics: From Cell Culture to Predictive Scale-Up
BioAna connects reactor conditions, cell response and product quality to help scientists understand, predict and optimize biologics processes.
1
PROCESS CONTEXT
What BioAna Hub Connects- Reactor conditions
- Feed strategy
- DO / pH / temperature
- Agitation / gas flow
- Metabolites
- Offline assays
- Quality results
→
2
BIOLOGICS INTELLIGENCE
What BioAna Understands- Growth & viability
- Metabolic behavior
- kLa / OTR / mass transfer
- Mixing & scale effects
- CPP → CQA relationships
- Batch variability
→
3
BIOANA TWIN
What BioAna Predicts- Titer / yield
- CQAs
- Scale-up behavior
- Operating window
- Sensitivity
- Confidence / uncertainty
→
4
DECISIONS
What Scientists Can Do- Optimize feed strategy
- Compare scenarios
- Select conditions
- Reduce runs
- Improve tech transfer confidence
Fewer Runs
Faster Scale-Up
Better Process Understanding
Higher Confidence
06 — HYBRID INTELLIGENCE
Physics constrains.
Data grounds.
AI learns.
07 — ONE FOUNDATION
Multiple decisions.
Across the lifecycle.
The same intelligence foundation supports decisions from early development through commercial manufacturing.
Design better experiments
Predict larger-scale behavior
Tune operating conditions
Anticipate CQAs and performance
Carry process knowledge forward
Support deviations, RCA and continuous improvement
08 — WHO IT'S FOR
Built for the people
who own the decision.
Design fewer, smarter experiments with evidence attached
Investigate deviations and improve without a data hunt
Compare scenarios before committing a run
Trace every conclusion back to its source
Reuse knowledge across clients and programs safely
09 — SCIENTIFIC QUESTIONS, NOT SOFTWARE MENUS
Start with the question
your team can't answer fast enough.
BioAna is built around the decisions scientists and engineers actually face — not a generic dashboard.
Compare trajectories, events, materials and parameters across similar runs.
Explore historical evidence, interactions and process windows.
Evaluate scale-dependent behavior using models, reactor attributes and prior runs.
Use accumulated evidence and uncertainty to prioritize the highest-value experiment.
10 — CONNECTED, NOT REPLACED
Meet the process
where it already lives.
BioAna connects across equipment, laboratory, manufacturing and enterprise environments using the protocols and interfaces already in place — a governed intelligence layer above the existing technology estate, not a rip-and-replace program.
INTEGRATION PROTOCOLS
OPC-UAOPC-DASQLAPIsSCADAFile-basedSFTP
SYSTEM CATEGORIES
BioreactorsDownstreamELNLIMSMESHistoriansPLM
REPRESENTATIVE ECOSYSTEM
CytivaApplikonSartoriusRepligenBenchlingLabWareRevvityTulipKörberINFORS HT
Vendor names are shown as representative examples of the bioprocess technology landscape. Specific connectivity depends on the available interface, protocol, data access and customer environment.
11 — TRUST
Scientific velocity.
Without losing control.
BioAna is SOC 2 compliant and designed around access control, provenance, model lifecycle, auditability and human approval.
Explore trust & compliance ↗01Evidence lineage
Trace conclusions back to source records.
02Human governance
Review and approval before consequential action.
03Enterprise controls
RBAC, audit trails and controlled environments.
12 — BUSINESS OUTCOMES
Move faster.
With less risk.
Reduce time spent preparing, reconciling and interpreting process data
Use models and accumulated knowledge to prioritize high-value experiments
Understand parameter sensitivity and expected behavior before committing capacity
Preserve experiments, investigations, decisions and evidence across teams
Start with one decision
Bring us the process question you cannot answer fast enough.
We will map the evidence, modality context and intelligence path required to support it.
Talk to BioAna ↗