Next-Gen Pharma Platform

One Platform.
Every App.

Legacy pharma systems are bleeding you dry — fragmented, expensive, and designed to keep you captive. OptimFactors unifies LIMS, QMS, DMS, MES, eBMR and more into a single low-code platform built for compliance and AI requirements.

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Unified OptimFactors Platform
LIMS
QMS
DMS
MES
eBMR
LES
ERP Link
Audit Trail
AI Engine
Low-Code Core Engine
GxP Compliant · AI-Powered · Audit-Ready ·
The Problem

Legacy Systems Are the
Chokepoint of Pharma Innovation

Pharma's digital transformation is being held hostage by fragmented, expensive software ecosystems designed to extract revenue — not enable progress.

🔒
Vendor Lock-In
Multi-year contracts, proprietary data formats, and lengthy upgrade cycles that limit your ability to respond to operational or regulatory change.
📁
Data Silos Across Systems
LIMS, QMS, MES and eBMR that were never designed to share data — creating manual handoffs, reconciliation overhead, and gaps in traceability.
💸
High Implementation Costs
Significant investment in connecting systems that should be inherently connected — through custom middleware, ongoing maintenance, and periodic re-validation.
🐢
Slow Digital Transformation
Months to deploy a change, years to modernize. Meanwhile, regulatory requirements keep evolving and you keep falling behind.
⚠ Typical Legacy Stack
LIMSVendor A — $400K/yr, no data export
QMSVendor B — separate login, no API
DMSVendor C — document islands
MESOn-prem, 3-year upgrade cycle
eBMRPaper hybrid, manual reconciliation
LESSpreadsheets + email trail
↓ 6 vendors · 6 contracts · 0 integration ↓
Total annual burden: Hidden millions

Every Application.
One Unified Platform.

OptimFactors replaces your fragmented legacy stack with a single, unified low-code platform — purpose-built for pharma GxP compliance.

🧪
LIMS
Lab Information Management
Instrument-to-release sample tracking with built-in OOS handling and CoA generation.
✅
QMS
Quality Management System
Deviations, CAPAs, change control, and complaints — fully configured without custom code.
📄
DMS
Document Management
Controlled documents with versioning, e-signatures, and automatic audit trails.
🏭
MES
Manufacturing Execution
Real-time production oversight, batch dispensing, and in-process quality checks unified.
📋
eBMR
Electronic Batch Manufacturing Record
Digital batch records replacing paper — reviewable, traceable, inspection-ready.
🔬
LES
Lab Execution System
Digital worksheets, e-notebooks, and guided lab procedures eliminating manual transcription.
⚡ Coming Soon
AI-Powered Intelligence

Your Platform Now Thinks
As Fast As Your Teams Work

Next Release of OptimFactors embeds AI agents directly into your regulated workflows — not as a bolt-on, but as a core intelligence layer that learns from your unified data, surfaces risks before they escalate, and helps your teams make faster, safer decisions.

One Data Model.
Every AI Signal Unified.

Because LIMS, QMS, MES, DMS, and eBMR all run on a single data model, your AI layer has complete operational context. No stitching data from six systems. No blind spots. Every anomaly, trend, and compliance risk analysed across your entire operation in real time.

Unified data across all modules feeds a single AI model — no ETL pipelines, no data gaps
AI reads live operational data, not stale exports from last week
All AI outputs are fully audit-trailed and compliant with 21 CFR Part 11
AI enhances human decisions — it never bypasses your approval workflows
Live AI Signal Feed
🧪 OOS trend detected — Batch 4471Risk
📋 CAPA overdue — 3 open itemsAlert
🏭 Yield deviation — Line 2Risk
📄 SOP periodic review due — 4 docsInfo
✅ Batch release readiness — 94%Good
📊
Predictive Analytics
Spot Problems Before They Happen
AI analyses historical batch data, OOS trends, and equipment behaviour to flag quality risks before they reach production — reducing deviations, rework, and batch failures.
🔍
Anomaly Detection
Nothing Slips Through Undetected
Continuous monitoring across LIMS, MES, and QMS data streams. AI surfaces subtle process drifts and data integrity anomalies that manual review consistently misses.
🤖
AI-Assisted Compliance
Audit Prep in Hours, Not Weeks
AI automatically surfaces compliance gaps, suggests corrective actions, and generates inspection-ready summaries — so your QA team has a live risk picture, not just a pre-audit scramble.
📈
Operational Dashboards
The Full Picture. Always Live.
Role-based dashboards pulling from every module — batch release rates, CAPA cycle times, deviation trends, training compliance — giving leadership real-time operational clarity.
Compliance-safe AI by design. Every AI output is fully audit-trailed, user-attributed, and compliant with 21 CFR Part 11 and EU Annex 11. AI surfaces insights and recommendations — your qualified team retains full control of every approval and decision.
See AI in Action →
WHY OPTIMFACTORS

Agility of a Startup.
Security of an Enterprise.

Whether you're a 50-person biotech getting your first GMP system in place, or a global manufacturer standardizing across 20 sites — the fundamental requirement is the same: you need a platform that moves as fast as your science and scales as your business grows.

OptimFactors is built as long-term regulated infrastructure. The low-code layer means configuration velocity today. The enterprise-grade architecture underneath means regulatory trust and scalability tomorrow.

As regulatory requirements evolve — and they always do — your workflows adapt without multi-million-dollar re-implementations. That's the promise of building on a platform rather than buying a product.

For Growing Biotechs
  • → Start with LIMS or QMS — expand as you grow
  • → Pre-built GMP-ready templates — go live in weeks
  • → Inspection-ready from day one — no scramble for audit prep
  • → One subscription — not five vendor contracts
For Established Manufacturers
  • → Retire fragmented vendor stack module by module
  • → Standardize workflows across sites on one platform
  • → API integration with existing ERP and instruments
  • → Cloud, on-prem, or hybrid deployment supported
Compliance

Audit-Ready
From Day One

Stop scrambling before inspections. OptimFactors is engineered ground-up for regulated environments. Every action is traceable, every document is controlled, every record is defensible.

21 CFR Part 11EU Annex 11GMP Ready GxP Framework21 CFR Part 820ISO 13485
📝
Immutable Audit Trails
Every record change is captured, timestamped, and user-attributed. Inspectors get complete traceability without extra work.
✍
21 CFR Part 11 E-Signatures
Configurable approval workflows with compliant electronic signatures. No paper detours.
📦
Validated Deployment
Pre-validated templates and IQ/OQ/PQ documentation support reduce your validation burden significantly.
🔐
Role-Based Access Control
Granular permissions ensure data integrity. Right person, right access, right time — always documented.
Test Automation

Slash Validation Time
with Intelligent Test Automation

Our test automation tool is purpose-built for regulated pharma environments. Automatically generate test cases, eliminate manual scripting, and cut your UAT and validation cycles dramatically.

  • ✓Auto test case generation from workflow specifications
  • ✓Reduce manual test scripting effort by 60–80%
  • ✓Compliant test documentation automatically maintained
  • ✓Regression testing across platform updates — no re-validation from scratch
OptimFactors Test Engine
$ of-test generate --workflow deviation-management
✓ Analyzing workflow nodes...
✓ Mapping compliance requirements (21 CFR 11)
✓ Generated 47 test cases
✓ Test scripts: IQ, OQ, PQ templates ready
────────────────
Coverage: 94% Happy path
Coverage: 88% Edge cases
Estimated savings: 72% vs manual
→ Export to JAMA / Confluence / Excel

Start your connected quality execution journey

Bring one real workflow—leave with a concrete execution blueprint. 15–30 min tailored walkthrough.

  • No rip-and-replace required.
  • Cloud, on-prem, or hybrid.
  • Validated deployment support.

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For any other details contact: info@optimfactors.com