Lattice · Federated Intelligence · In development

Turn batch data into
decision-ready context.
Without replacing your systems.

Lattice is being developed as a federated intelligence system for biologics manufacturing connecting process data across sites and partners to support tech transfer, investigations, and decision-making.

Data stays local Insight travels Built for biologics
01, How it works

Connect. Standardize. Act.

Connect
Node connects to
your systems.
Standardize
Rosetta aligns data
and context.
Apply
Blueprints configure
workflows and logic.
Learn
Signal generates
intelligence.
Act
Teams use insight
to make decisions.
02, Architecture

Lattice architecture.

A modular system for connecting, structuring, and learning from bioprocess data.

Node

Connects to local systems and data environments without disruption. Data stays in place.

Rosetta

Standardizes structure, context, and terminology across systems. Insight moves, not raw data.

Blueprints

Pre-built workflows for use cases like tech transfer, investigations, and monitoring.

Signal

Surfaces patterns, comparisons, and decision support across organizations.

Lattice does not replace your systems it connects and coordinates them.

Tech Transfer

Transfer more than files.
Transfer understanding.

Lattice is being designed to package process context into a transferable format so receiving sites can work from structured understanding, not just documents.

  • Source and receiving site parameters in one view
  • Automatic completeness checks against your process definition
  • Close gaps on materials, methods, and development knowledge
Batch Decision

Every CQA. Every verdict.
Every timeline.

Lattice is being developed to align process, analytical, and quality data into a unified view supporting faster, higher-confidence batch decisions.

  • Real-time release versus traditional lab testing, side by side
  • Specification, result, and verdict on every critical quality attribute
  • Clear disposition timelines from day zero to release
Cross-site Comparability

Compare sites on
apples-to-apples data.

Lattice is designed to standardize process context across systems and sites, enabling consistent cross-site comparison without manual reconciliation.

  • Ontology-aligned parameters in normalized units
  • Overlay site A and site B for dissolved O₂, agitation, titer, VCD
  • Surface real process differences, not naming differences
Investigations

Designed to start with
answers, not data gathering.

Lattice is being developed to align timestamps, resolve inconsistencies, and surface anomalies in context, reducing time spent reconstructing batch history.

  • Raw timestamps from LIMS, Historian, MES, and SCADA aligned to one axis
  • Automatic drift detection and UTC conversion
  • Anomalies surfaced with the signals that explain them
Where Lattice stands today

Lattice is in active development. We are working with select CDMOs and pharma partners to define core workflows, validate data models, and build the foundation for cross-site process intelligence.

Real workflows Early components Future capabilities

Lattice-native workflows based on real-world use cases. Capabilities are in development and subject to change.

03, Partners / Early access

Build the future of
biologics systems together.

Lattice is being developed in collaboration with forward-thinking biotech companies, CDMOs, and technology partners. Apply to join our partner program and help shape the next generation of process intelligence.

Who should apply?

We're looking for organizations that are ready to collaborate, influence, and innovate.

Biotech

Biotech companies developing therapeutics who want to accelerate process understanding, tech transfer, and decision-making.

CDMOs

Contract development and manufacturing organizations looking to improve efficiency, standardize knowledge, and scale intelligence across sites.

Technology Partners

Software, data, and infrastructure partners building solutions that complement Lattice's mission and ecosystem.

What you get as a partner

Partners get early access, a voice in the roadmap, and the opportunity to co-create.

Early access to Lattice

Preview and pilot upcoming capabilities and workflows before general availability.

Influence Blueprints

Help define and prioritize Blueprints for the workflows that matter most to you.

Co-development opportunities

Work side-by-side with the Axio team to design, build, and validate solutions.

Shape the standard

Contribute to a federated ecosystem that sets a new standard for bioprocess intelligence.

Apply to become a Lattice partner

Tell us about your organization.

Tell us about your organization and what you hope to achieve through collaboration. A member of the Axio team will be in touch.