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Life Sciences Core
GxP Process Engineering

High-frequency bioreactor sensor streams, real-time Electronic Batch Record (EBR) validation, and cryptographic 21 CFR Part 11 data trails. We engineer validated software systems that accelerate manufacturing velocity while maintaining uncompromised quality compliance.

Enterprise Modernization Capabilities

Balancing rigorous clinical software validation with state-of-the-art technical architecture to achieve zero-downtime manufacturing upgrades.

Automated EBR & Batch Release Core

Transition from error-prone paper Batch Manufacturing Records (BMR) to real-time, event-driven Electronic Batch Records (EBR). Interlock manufacturing execution parameters to automate review-by-exception cycles.

Multi-Protocol PAT Data Ingestion

Consolidate Process Analytical Technology (PAT) arrays—such as Near-Infrared (NIR) and Raman spectroscopy—into unified telemetry streams. Detect synthesis crystallization anomalies instantly.

Validated Cold-Chain Logistics Edge

Architect absolute provenance mapping for temperature-sensitive biologics. Stream continuous environmental profiles from deep-freeze transport chambers into verified tracking infrastructure safely.

ALCOA+ Compliant LIMS Middleware

Deploy deterministic data connectors mapping Laboratory Information Management Systems (LIMS) straight to manufacturing loops. Ensure all clinical trial or product testing metadata is immutable.

The Impact of Re-Engineering

Quantifiable operational performance tuned explicitly for highly regulated, high-throughput pharmaceutical manufacturing plants.

< 15ms

Critical Loop Drift Detection

Sub-second telemetry analysis captures pressure or heat variations in sterilization or mixing zones, immediately halting line drift before quality drops.

- 74%

Batch Release Lead-Time

Continuous, automated review-by-exception structures verify manufacturing logs during active execution, slicing days off physical quarantine buffers.

0.00%

Data Integrity Deviations

Eliminate manual notation entry fields entirely, establishing automated tool signatures across cleanroom facility layers.

Validated Technology Architecture

Event-driven, GAMP 5 capable tech stacks optimized for absolute trace reproducibility and strict compliance handling across cleanroom boundaries.

Compliant HMI Interfaces

  • React / Next.js EBR Consoles
  • Tailwind CSS Layout Frameworks
  • WebSockets (Live Sensor Tracking)
  • TypeScript Audit-Trail Schemas
  • SVG Bioprocess Topology Maps

Telemetry & Ingestion Core

  • Apache Kafka Event Foundations
  • Rust GxP-Validated Edge Daemons
  • Go Ultra-Low Latency Parsers
  • gRPC Device-to-Cloud Pipes
  • Node.js Laboratory Integration Hubs

Instrumentation Protocol

  • OPC Unified Architecture (OPC UA)
  • MQTT Sparkplug B Profiles
  • Modbus TCP Cleanroom Brokers
  • RESTful SCADA Connectors

Secure Storage Matrix

  • TimescaleDB Time-Series Archiving
  • PostgreSQL Cryptographic Ledgers
  • HashiCorp Vault Certificate Stores
  • OIDC Multi-Factor Least-Privilege
Regulatory Compliance

High-Compliance Software Validation

Every data pipeline layout, human-machine visualization interface, and process map we design strictly complies with global GxP quality guidelines.

FDA 21 CFR Part 11 Signatures

Enforce cryptographic dual-signature manifest controls directly onto every batch lifecycle stage, setpoint alteration, and formula modification.

Immutable Audit Trails

An append-only time-series ledger capturing all operator interactions, automated device measurements, and parameter exceptions permanently.

ALCOA+ Data Safeguards

Securing absolute attribution, legibility, contemporaneity, originality, and accuracy through automated machine-to-cloud telemetry pipelines.

Offline GxP Continuity

Configuring cleanroom data loggers with isolated hardware memory cache buffers to guarantee continuous tracking during connectivity dropouts.

The Validation Roadmap

How we safely transition legacy pharmaceutical software systems into modern, cloud-connected, highly audited process clusters.

01

Current-State GxP Audit

Mapping facility equipment, instrumentation profiles, data storage gaps, and user matrix roles with zero disruption to active manufacturing cycles.

02

Validation Plan & Blueprinting

Drafting User Requirement Specifications (URS), Functional Specs, Risk Assessments, and unified data schema patterns mapping to GAMP 5.

03

IQ / OQ Software Execution

Deploying the event-driven streaming core while executing formal Installation Qualification (IQ) and Operational Qualification (OQ) dry-runs.

04

PQ Sign-off & Active Release

Completing Performance Qualification (PQ) audits with live batches, anchoring end-to-end telemetry trails, and activating automated review matrices.

Next Steps

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