Outcome-driven services that help enterprises transform, scale, and accelerate growth.
Explore our services
Button TextFrom fragmented data to intelligent automation, VE3 helps enterprises modernise with confidence. Let’s explore how our cloud, data, and AI expertise can unlock measurable outcomes for your business.
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Know What’s Good And What’s Not
MatchX auto-evaluates your data across quality dimensions like accuracy, uniqueness, and completeness. Every record gets a confidence score so you know what to trust before it breaks anything downstream.
Rules That Practically Write Themselves
Use prebuilt logic or describe what you need in plain English — MatchX builds cleaning and transformation rules for you. Validate instantly. No code required.
Live Linkage Across a Changing Landscape.
Automatically detect new, changed, or deleted records. Link data across sources and maintain relationships with live syncs and smart refresh triggers.
Bad Data, Fixed Before It Hurts.
Detect and fix typos, format issues, nulls, mismatches, and more automatically.
Preview corrections, accept or reject at a granular level, and let AI handle the cleanup.
Matching That Adapts to Your Data.
Fuzzy logic, phonetic matching, alphanumeric handling MatchX picks the right approach using AI. From names to invoices, get high-confidence matching that explains itself.
Data You Can Audit and Trust.
Every change, rule, and action is tracked.
Role-based approvals and rollback ensure that data governance and transparency stay built-in.
Bring Every Data Type Together. Seamlessly.
ngest from spreadsheets, APIs, PDFs, images, databases, and cloud storage — all in one pipeline. Supports batch and streaming, with smart schema mapping on the fly.
Not Just Rows. Paragraphs. Pages. PDFs.
Compare scanned forms, legal contracts, invoices, and declarations down to the clause level. MatchX finds semantic overlaps, subtle differences, and even OCR errors so no mismatch slips through.
Rules That Practically Write Themselves.
Use prebuilt logic or describe what you need in plain English MatchX builds cleaning and transformation rules for you. Validate instantly. No code required.
We partner with organizations where digital friction has the highest stakes, guaranteeing seamless integration and secure, impactful outcomes.
Experience the Power of Expertise – Where Knowledge Meets Innovation
VE3’s Genomix is a secure, cloud-based platform designed for clinical and research genomics. It supports NHS Secure Data Environments and global standards, combining data management, AI-driven insights, and flexible workflows in one place. From rare disease diagnostics to multi-omics research, Genomix helps teams work faster, smarter, and together.
Integrating fragmented data from LIMS, EHRs, and research systems
Automating and reproducing containerised workflows
Standardising diverse genomic formats and annotations
Facilitating cross-institution collaboration
Managing large volumes of raw sequencing data
Supporting complex multi-omics (DNA, RNA, epigenetics) pipelines
Accelerating clinical interpretation and reporting
Ensuring data security and compliance (NHS DSPT, GDPR, HIPAA)
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Streamlined workflows and powerful compute resources enable faster insights.
Securely share data and collaborate with colleagues in a controlled environment.
Ensure adherence to data privacy regulations and industry best practices.
Optimize resource utilization with elastic scaling and flexible pricing models.
Streamlined workflows and powerful compute resources enable faster insights.
Fully managed in UK-hosted cloud environment (ISO/NHS compliant)
Hosted within NHS Secure Data Environments or NHS cloud tenancies
Customer-controlled environment with setup, training, and support from VE3
Centralised platform with distributed, secure lab-specific VPCs or tenants
Fragmented, duplicate, or Customizable permissions for users and groups at the study, sample, and data level.
Detailed logging of data access, modifications, and user actions for compliance purposes.
Customizable permissions for users and groups at the study, sample, and data level.
Protect sensitive information through obfuscation and encryption techniques.
On-demand, scalable compute for batch and real-time analysis
Design and execute customizable, reproducible workflows for raw data processing and analysis.
VE3 Genomix is the platform purpose-built to unify NHS-grade clinical genomics, flexible bioinformatics research, and AI-powered analysis. All delivered through a flexible, compliant, and scalable cloud architecture. A composable architecture designed around flexibility, compliance, and performance:
Real-world clinical and research scenarios where GenomiX is making an impact
Secure, cloud-native orchestration and storage for genomics workflows
Data Ingestion
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Real-time ingestion from NGS instruments, LIMS, CROs.
Formats: FASTQ, BAM, CRAM, BCL, VCF, BED, GFF, TSV/CSV.
Multi-omics: RNA-Seq, ChIP-Seq, methylation, liquid biopsy.
BYOB (Bring Your Own Bucket) model for storage with lifecycle
management.
Data Management
Supports secure transfer (SFTP, HTTPS, Aspera).
Format support for input, output, and reference files.
Tiered/hybrid storage (hot, cold, archive) with lifecycle automation.
Metadata management and ontology-based harmonisation.
Integrated Analysis
Tools for experts (JupyterLab, APIs) and non-experts (dashboards).
Visualisation: QC trends, pathway enrichment, mutation heatmaps.
AI/ML: Integrated with Databricks, SageMaker, VSCode Online.
Models: XGBoost, CNNs, BERT, DESeq2, edgeR, GSEA.
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Workflow Orchestration
Supports Nextflow Tower, Cromwell, CWL, Snakemake.
Accelerated via GPUs/FPGA with DRAGEN, Sentieon, DeepVariant.
Reproducibility via Git versioning, CI/CD pipelines.
Bioinformatics Tools
Preconfigured: FastQC, Trim Galore, BWA-MEM, GATK, DESeq2.
Custom/Bring-your-own: VEP, ANNOVAR, FreeBayes, Mutect2.
Extensible via Python, R, Bash, compiled binaries.
Customisation & Integration
REST APIs for EHRs, LIMS, CDPs, dashboards.
Secure custom connectors for registries, databases.
Role-based access and infrastructure security (IDS, VPC, WAF, MFA).
Infrastructure
Deployable in UK cloud, NHS tenancy, or customer-hosted.
Support for hybrid setups (central + VPC per lab).
Auto-scaling compute with GPU/FPGA nodes.
Advanced Features
Git-based pipeline & dataset versioning.
Secure notebooks-as-a-service.
FHIR Genomics Adapter for NHS clinical interoperability.
MatchX Data Federation for cross-institution metadata linkage.
Collaboration & Access Control
Role-based RBAC/ABAC at dataset/sample/study level.
NHS Identity, Azure AD federation.
Pre-signed links, audit logs, version tracking.
Data Governance & Security
End-to-end encryption (AES-256, TLS 1.3).
Full audit trails, provenance tracking, tamper-proof logs.
Certified for clinical use and aligned with NHS/NIST security standards.
