AI for Pharma & Biotech
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Industry Landscape
Precision, speed, data integrity
From GMP-compliant manufacturing to genomic interpretation, the life sciences sector demands precision, speed, and unwavering data integrity. TechnoLynx provides AI solutions that automate inspections and standardise analysis. These tools reveal insights to help you bring breakthroughs to market faster and safer. This ultimately improves the quality of life for people everywhere.
The problem
Raisig costs, slow batch release
The Biotech and Pharmaceutical industry operates under immense pressure. Stricter regulations, such as EU GMP Annex 1, demand robust Contamination Control Strategies (CCS) and flawless data integrity. In research and development, digital pathology and high-content screening face challenges that create delays. The complexity of genomic data can also slow down diagnoses.
Manual processes and broken systems can cause errors. They slow down batch release and increase the cost of innovation in modern biotechnology. This industry has seen rapid acceleration, particularly since the COVID-19 pandemic, highlighting the need for efficient and reliable technological partners.
Why Choose Us?
Our Promise
Annex 1 elevates contamination control expectations. On‑prem/edge AI with auditability and data minimisation enables safer automation and faster insight.
Cleanroom CV
Life Sciences
On‑prem PPE/behaviour checks with live de‑identification and signed events support Annex 1 CCS documentation.
PD Early‑Warning
Life Sciences
Predict imminent protocol deviations and align explainable risk alerts with QTLs/KRIs and Part 11 workflows.
CGT Imaging
Life Sciences
Edge analysis of inline microscopy provides label‑free insight into cell health and contamination risks
Areas of Expertise
Cleanroom CV & Annex 1 compliance
Protocol-deviation early warning (RBQM)
CGT in-process imaging at the edge
GxP data pipelines & validation (CSV)
MES/EBR/SCADA integration
Partner Proposition
Clarity, efficiency and compliance
We deliver explainable, privacy-first analytics that fit GxP: cleanroom monitoring, PD prediction, and edge imaging integrated with MES/EBR. On-prem by default, auditable by design, and validated to Part 11 expectations.
On-prem by default
Auditable by design
Validated to Part 11 expectations
Our technological capabilities
are centred around three core pillars:
Computer Vision Services
Transform your processes with advanced visual recognition and analysis. Our services feature expertise in classical computer vision, human-supervised system design for legal compliance, video pipeline optimisation with tools like FFmpeg, custom adaptable models, and explainable AI for ethical transparency.
Generative AI
We are leaders in generative AI, offering optimised inference for faster deployments, ethical AI systems with bias mitigation, intelligent automation for adaptive workflows, and advanced simulation and prototyping capabilities.
GPU Acceleration
We deliver immersive XR solutions with cross-platform development (Unity 6), GPU performance optimisation, and expertise in NVIDIA Omniverse and CloudXR. We also use reinforcement learning for intelligent XR environments.
Technology Stack
PyTorch
TorchScript
TensorFlow
LiteRT
TensorRT
Face Recognition
ONNX
OpenCV
YOLO
Python
NumPy
SciPy
Numba
C
C++
CUDA
Unity
Unreal Engine
OpenXR
ARKit
ARCore
Vuforia
DeepAR
A Frame
WebXR
OpenCL
Vulkan
DirectX 12
Metal
WebGL
WebGPU
SteamVR SDK
Oculus SDK
Wave SDK
CloudXR
NVIDIA Omniverse
NVIDIA PhysX
PyTorch Lighting
TF-GAN
LangChain
LangGraph
LangSmith
LlamaIndex
W&B Weave
Hugging Face Transformers
LibFewShot
PandaAI
RagFlow
GraphRAG
JAX
Solo-learn
VFormer
Vertex AI Agent Builder
Vertex AI Search
AWS Bedrock
NVIDIA AI Foundry
NVIDIA NeMO
R
Client Testimonials
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TechnoLynx delivered the project on time and provided quality outputs that met the client's expectations. The team was proactive in providing ideas and suggestions, and they were careful at properly planning the tasks. The client also praised the team's expertise in GPU programming and AI.
TechnoLynx's skill in low-level software development was impressive. TechnoLynx was able to create four prototypes with common components and an interface for easy maintenance. The client was extremely happy with the solution's speed. Moreover, their communication was seamless and straightforward.
TechnoLynx's unique aspect is that they're able to transform complex theories into practicable and applicable results. TechnoLynx provides research reports and architecture planning documents. The team is able to transform complex theories into practicable and applicable results. TechnoLynx's project management is strong and delivers work on time without hardware issues, being responsive through virtual meetings.
I’m delighted with our collaboration with their team. Thanks to TechnoLynx's work, the client has been able to co-author two patents. They lead responsive project management to solve problems quickly. The team also praises their skilled and knowledgeable team.
We had high-efficiency meetings TechnoLynx’s work resulted in a successful breakthrough, and their input improved the client’s app. Their flexible and organised project management cultivated a healthy collaboration experience. Ultimately, their professionalism and commitment were impressive.
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Frequently Asked Questions
How can your system be validated for use in a GxP environment?
We develop our solutions with a "validation-ready" mindset. We offer complete documentation and support for IQ/OQ. Our focus on explainable AI ensures our systems meet strict data integrity and audit trail rules. Annex 11 and 21 CFR Part 11 provide these rules, and people recognise them in the United States and around the world.
How does your cleanroom monitoring respect employee privacy?
We prioritise privacy by design, focusing on process compliance without biometric identification. We are skilled in designing systems that involve human supervision. This means we handle all data following strict GDPR and GMP rules for data integrity.
Can your AI models adapt to our specific assays and imaging hardware?
Yes. Our custom models are adaptable to diverse platforms. We specialise in creating strong, adaptable models. We can adjust them to work best with your lab conditions and tools.
