Configure Your LIMS in Hours, Not Weeks — Powered by AI
Ruver Technologies' AI-powered NLP tool automatically converts your SOPs, test methods, and workflows into deployment-ready LIMS and LabWare configurations — with full compliance built in.
Reduce configuration time by up to 75%. Eliminate manual errors. Accelerate your lab operations.
Manual LIMS Configuration Is Slowing Your Lab Down
Every time a new SOP lands on your desk, your team faces the same exhausting cycle — reading hundreds of pages, manually extracting parameters, mapping rules, and writing configuration scripts by hand. It takes weeks. It's prone to error. And when compliance is on the line, there's no room for mistakes.
Sound familiar?
- Your SMEs spend days just reading and interpreting SOPs and test methods
- Configuration errors lead to failed audits and costly rework
- Every change control triggers another round of manual updates
- Deployment bottlenecks delay your lab's ability to respond to new methods
There's a smarter way.
Meet the NLP Tool That Does the Heavy Lifting For You
Ruver Technologies has developed a first-of-its-kind Natural Language Processing engine purpose-built for LIMS and LabWare environments. Simply feed it your SOPs, COAs, workflow diagrams, or emails — and it automatically generates deployment-ready configurations, workflow scripts, and audit documentation.
No manual coding. No missed parameters. No compliance gaps.
Understands Your Documents
Reads and interprets SOPs, test methods, COAs, and change controls using enterprise-grade AI — including GPT-4/5, Claude, and SpaCy.
Auto-Generates LIMS Configurations
Produces deployment-ready JSON/XML configs, workflow scripts, and API payloads — directly mapped to your LIMS schema.
Compliance Ready Out of the Box
Auto-generates audit trails, UAT scripts, and release notes aligned with 21 CFR Part 11 requirements.
From Weeks to Hours — Measurable Time Savings at Every Step
Here's exactly how our NLP tool compresses your configuration timeline:
| Configuration Step | Manual Effort | With Ruver NLP |
|---|---|---|
| Document Reading | 2 Days | 10 Minutes |
| Parameter & Entity Extraction | 2 Days | 5 Minutes |
| Rule & Workflow Mapping | 1 Day | 2 Minutes |
| Config & Script Generation | 1 Day | 1 Minute |
| Deployment & Audit Prep | 2 Days | 1 Day |
| Total | ~8 Days | ~1 Day |
75% reduction in LIMS configuration time.
From manual weeks to automated hours.
Six Intelligent Steps — Fully Automated
Our solution walks your documents through a structured AI pipeline, from raw input to deployed configuration — with zero manual intervention required.
Document Reading
Upload your SOPs, COAs, workflow diagrams, or emails. Our engine uses AWS Textract, Azure Form Recognizer, and Google Document AI to extract every piece of relevant content instantly.
Manual time saved: 2 days → 10 minutesSemantic NLP Processing
AI models (GPT-4/5, Claude, SpaCy, HuggingFace) analyse the extracted content — identifying entities like pH levels, temperatures, sample types, and action triggers with up to 95% accuracy.
Manual time saved: 2 days → 5 minutesRule & Workflow Extraction
Business logic — including OOS/OOT limits, escalation paths, notifications, and test attributes — is automatically identified and structured into machine-readable rules.
Manual time saved: 1 day → 2 minutesLIMS Ontology Mapping
Extracted rules are mapped to your LIMS schema using a pre-built knowledge graph (Neo4j), covering test methods, sample/batch structures, parameters, and compliance rules.
Configuration Generation
Deployment-ready JSON/XML configurations, workflow scripts, and API payloads are auto-generated — no manual coding required.
Manual time saved: 1 day → 1 minuteDeployment & Audit
Configurations are deployed via API with auto-generated audit trails, UAT scripts, release notes, and 21 CFR Part 11 compliance documentation.
Compliance Isn't an Afterthought. It's Built In.
Regulated laboratories in pharma, biotech, and life sciences operate under strict validation requirements. Our NLP tool is designed with compliance at its core — every configuration action is traceable, documented, and audit-ready.
- 21 CFR Part 11 compliant audit trails, auto-generated at every step
- Full traceability from source SOP to deployed LIMS configuration
- Auto-generated UAT scripts for validation evidence
- Release notes created automatically for change control cycles
- Supports LIMS and LabWare environments
Patent Pending
Enterprise-Grade AI
21 CFR Part 11 Ready
Built on the World's Most Trusted AI and Cloud Platforms
Our tool integrates seamlessly with the technologies your enterprise already trusts.
AI & Language Models
- GPT-4 / GPT-5
- Claude (Anthropic)
- Llama-3
- Mistral
Document Processing
- AWS Textract
- Azure Form Recognizer
- Google Document AI
- Tesseract OCR
NLP Frameworks
- SpaCy
- HuggingFace Transformers
- LangChain
- Unstructured.io
Data & Knowledge
- Neo4j Graph DB
- Vector Databases
- LIMS Ontology Engine
- JSON/YAML Schema
Designed for Teams Who Can't Afford Configuration Bottlenecks
If any of the following describes your team, Ruver Technologies can transform how you work:
Determine Your Fit- Pharmaceutical & Biotech companies running LabWare or commercial LIMS platforms
- Lab IT teams managing frequent SOP updates, method changes, or LIMS migrations
- QA & Compliance teams needing faster, error-free configuration cycles
- Organisations undergoing LIMS upgrades or new implementations
- CROs and CDMOs handling high-volume, multi-client laboratory workflows
Medical Writing Services
To extend support the activities/tasks related with development of Health Economics & Outcomes Research/ Health Technology Assessment (HTA) related documents. Our services include:
- Evidence Synthesis
- Modelling for HTA submissions
- Systematic literature review and update
- Local adaptations of global models
- Targeted literature review
- Unmet needs and disease burden
- Meta-analysis and Network meta-analysis
- Manuscript writing
- Risk of bias assessments
- Global value dossiers preparation
- Database mapping studies to identify data sources for RWE studies
- Conference abstracts writing and poster design
- Health Economic Modelling
- Publication planning and assistance
- Cost-effectiveness analyses
- Budget impact analyses
- Slide sets
- Utility research (resource and cost estimation)
With our experienced medical writers:
- We offer ICH GCP compliant Clinical Study Reports (CSRs); Phases I to IV, including CSR Synopses for public disclosure
- We can prepare Study Protocols
- We can develop Clinical and non-clinical sections of the Common Technical Document (CTD) including summaries and overviews for EU or US Regulatory Authorities
- We can develop Investigator Brochures, Patient safety narratives, Patient information including Informed Consent and Patient Brochures
- We can provide pharmacovigilance documents such as Periodic Safety Update Reports
Our delivery models are driven by a scientifically sound team to promote publishing strategy, planning, management and implementation.
- To drive publication strategy, plan management, and execution, we have a team of professional medical authors and publication managers with a strong scientific background.
- Our scientific team is backed up by an experienced account and project management team that ensures that all strategic communication strategies and tactics are completed on time and on budget.
- By employing transformative delivery and engagement methods, we can assist our clients in achieving their internal efficiency and cost-cutting goals.
- We can provide:
- Global and regional publication strategy and plans
- Primary and secondary manuscripts, narrative reviews, and systematic reviews
- Abstracts, posters, oral presentations, and competitive intelligence, and Congress support
- Editorial and fact check support
- DataVisionTM support
- Multichannel tactics (digital posters, video abstracts, author videos, etc.)
Testimonials
Quality work and transparency are the key strengths of Ruver Technologies. They have showcased great professionalism and their service highly recommendable.
Ruver Technologies dedication to provide timely deliverables was highly appreciated. We look forward to extend our collaboration with Ruver Technologies.