Connect & Modernize Systems

Absorb nonstop change with a shared operating model.

When life science manufacturers need to enhance efficiency with legacy technology, the challenge is not limited to the technical side. They need a partner who can help them build operating models around their technical investments that connect teams, workflows, processes, and data so they can deliver outcomes to patients faster.

Adaptive Advantages in Action

Modernize critical systems without slowing the production they support

A leading biotech manufacturer needed to move mRNA production into regulated global manufacturing at unprecedented speed, but doing so required more than a fast deployment. It required cloud MES, plant-floor systems, DCS, historian, and digital records to work as one across two very different manufacturing environments. Stellix helped connect those systems, convert the client’s digital vision into working GMP production, and build a more standardized foundation for scale.

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Challenge:

The client needed to stand up a digital plant model quickly enough to support urgent manufacturing timelines, but the environment had to connect to core production systems, preserve quality and traceability, and align two sites with very different operating models.

Transformation:

Stellix connected cloud MES with the plant-floor systems, DCS, historian, and digital execution environment required for GMP manufacturing, then helped re-architect the model with standardized recipes, shared data structures, and repeatable support patterns for broader deployment.

Outcome:

The work helped the client move from a first-in-kind digital plant to a repeatable global manufacturing platform, supporting deployment across multiple sites in different countries while delivering nearly $6M in CapEx savings and removing more than 7,000 hours of operator wait time per year.

How Stellix helps modernize your digital stack without risking production

Stellix solution

Modernization stalls in the gap between design and execution.

  • Process and functional specs evolve separately across teams
  • Automation and MES efforts run in parallel, without shared operating context
  • Critical workflows — like how operators execute and release a batch — go undefined

The result: Systems integrate late, exposing misalignment at go-live when risk is highest.

Stellix bridges the gap by

  • Defining the operational design that connects process, automation, and data systems
  • Working vendor-agnostic to make your chosen technology stack perform as intended
  • Connecting decisions to workflows, systems, and performance

The result: Systems that work from day one — not after months of hypercare.

Where platform modernization results in operational advantage, not risk

Stellix owns the operational design, cross-system integration architecture, and cybersecurity posture required to modernize without disrupting production — including the bridge between process specification and functional specification that most implementations skip. This does not imply full platform ownership or vendor-managed services unless separately scoped.

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What success looks like

  • Reduce hypercare duration after system launch by designing operational readiness into the digital architecture before commissioning
  • Eliminate cross-system handoff failures between automation, MES, historians, and data platforms that drive deviations and batch delays
  • Protect production throughput and compliance posture during and after technology transitions
  • Decrease OT cybersecurity exposure created by connecting previously isolated systems
  • Accelerate time from technology deployment to stable, predictable production cadence

How it’s measured

  • Modernization and upgrade projects completed without unplanned downtime or production rollback
  • Deviation events, batch-release delays, and audit findings attributable to cross-system integration failures
  • Throughput and yield metrics sustained or improved during modernization periods
  • OT cybersecurity maturity score across SANS-aligned pillars, with measurable financial risk reduction per control implemented

real outcomes for life sciences | $5.6M+ in CapEx savings | Eliminated 7,000+ operator wait hours per year | read more

Getting Started

A clear first move

We’ll start with a cross-system diagnostic and operational design assessment focused on the gaps between your automation, MES, historian, and data platforms.

  • Map the cross-system handshakes — where automation meets MES, where MES meets the historian, where QA needs data from multiple systems to release a batch
  • Identify the gap between process specification and functional specification that’s driving deviations, workarounds, and extended hypercare
  • Define the operational design your technology stack needs to be built against — vendor-inclusive, grounded in how operations actually run

Schedule a working session to map the misalignment points and define a first pilotable move.

Schedule a Working Session

Bridge the process-to-functional specification gap

  • Define the true process across engineering and digital systems
  • Align automation, MES, historians, UNS, and data platforms to real workflows
  • Configure systems for how operations actually run — not assumptions

Architect vendor-inclusive digital stacks

  • Design unified architectures across OT and enterprise systems
  • Stay vendor-agnostic — no lock-in to a single ecosystem
  • Anchor technology decisions in operational requirements and outcomes

Validate integration before scaling

  • Test cross-system workflows in real environments before go-live
  • Ensure automation, MES, historians, and QA data flows work end-to-end
  • Reduce risk of integration failure under production pressure

Design cybersecurity into modernization

  • Assess OT cybersecurity posture across critical risk areas
  • Identify vulnerabilities introduced by increased connectivity
  • Design segmentation and response structures that protect operations
Connect & Modernize facility service stage
The Bigger Picture

How this connects to other Stellix solutions

Connecting and modernizing your digital stack is one expression of Stellix’s broader capability: helping critical industries make accountable progress under continuous change. With a unified, vendor-inclusive digital architecture in place — where cross-system handshakes are designed and validated, not discovered during hypercare — the structural foundation is ready to shift operations from reactive to predictive and sustain performance through outcome-accountable engagement models.