Visual Computing for
Life Sciences
Collaborate
Reach out
10×–300×
Faster Simulation Speedups
GPU-accelerated computing for R&D modeling
30–40%
Lower Cost Reduction
Predictive maintenance cuts downtime expenses
Up to 90%
Shorter Development Time
Digital twins accelerate scale-up and process design
100%
Coverage, Quality Inspection
AI vision ensures 100% inspection zero label errors
Accelerating Innovation with Regulatory Complience
TechnoLynx helps pharma and biotech companies boost R&D, optimise manufacturing, and ensure quality using advanced AI and high-performance computing. We solve industry challenges-like contamination prevention and faster drug discovery-while meeting strict regulations. Our solutions deliver faster market entry, higher yields, fewer failures, and stronger compliance.
What We Deliver
TechnoLynx combines technical innovation (AI, machine learning, computer vision, GPU computing) with business impact (cost and time savings, risk reduction, productivity).
AI-Powered Aseptic Operations
Real-time AI vision monitors sterile production, catching errors before contamination occurs. Prevents costly batch failures and ensures compliance.
R&D Acceleration
HPC and AI accelerate simulations by 10-300×, enabling faster drug discovery, quicker breakthroughs, and reduced time-to-clinic.
Manufacturing Optimisation
Machine learning maximises yield and minimises downtime, improving output and consistency. Predictive analytics enable proactive maintenance, cutting downtime and costs by ~30-40%.
Digital Twins
Virtual simulations and digital replicas enable risk-free experimentation, reducing commissioning time and shortening development cycles by up to 90%.
Automated Visual Quality Control
AI vision systems inspect every product and package, ensuring 100% quality control, zero defects, and preventing costly recalls.
Data Mining for Innovation
AI analytics uncover patterns in vast datasets, guiding insight-driven innovation, accelerating research, and enabling faster product development and IP creation.
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
How It Works:
The Technology Behind the Impact
Solves
—
Approach
—
Example
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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.
Do your solutions comply with Annex 1 and 21 CFR Part 11 requirements?
Yes. Our systems are engineered for Annex 1 cleanroom monitoring and Part 11 electronic records and signatures. We provide audit trails, role‑based access control, and change management features aligned with these regulations.
How do you ensure explainability and transparency in AI decisions?
We include model cards, feature attribution, and fairness metrics as part of our xAI Governance Toolkit. This allows QA and regulatory teams to review and justify AI outputs during audits.
How do you handle latency and performance for real‑time visual inspection?
We leverage GPU‑optimised pipelines, asynchronous compute, and multi‑GPU orchestration to achieve deterministic low latency. Our solutions are benchmarked for high throughput without compromising compliance.
Do you offer GPU acceleration for AI‑driven analytics in life sciences?
Yes. We use CUDA, TensorRT, and vendor‑neutral optimisations to accelerate inference for imaging, QC, and clinical analytics. This ensures faster processing while maintaining validation‑ready controls.
How do you manage data integrity and audit readiness?
All data handling follows ALCOA+ principles. We provide signed logs, versioned configurations, and exportable compliance snapshots for audits and regulatory submissions.
Can you support cloud, on‑prem, and hybrid deployments?
Yes. We offer on‑prem and edge deployments for privacy‑sensitive environments, as well as hybrid architectures for scalability. All deployments include deterministic builds and signed binaries for compliance.
