Trial success hinges on protocol design choices that are difficult to benchmark without systematic analysis. Trial Lens analyzes thousands of trials to reveal clinical endpoint analysis patterns, design correlations, and evidence-backed insights that improve trial probability of success and regulatory defensibility.
Clinical Trial Intelligence
You Can Defend Before Regulators
Trial Lens is an intelligence layer for clinical trial planning, evaluation, and decision-makingbuilt on traceable evidence, not black-box predictions. Every insight grounded in trial registries, protocols, and publications with full regulatory readiness. Not analytics alone.Not generic AI for clinical trials. Intelligence you can audit, explain, and trust when patient safety and billion-dollar decisions are on the line.
Fully Traceable
Works With Any AI Model
Grounded in Verified Knowledge
No Vector DBs
7 Patented Innovations
Deployed In Your Environment
Standard Infrastructure
Fully Traceable
Works With Any AI Model
Grounded in Verified Knowledge
No Vector DBs
7 Patented Innovations
Deployed In Your Environment
Standard Infrastructure
Why Generic AI Fails in Clinical Trials ?
The AI Risks in Clinical Trials
Black-box AI is incompatible with clinical trial design and evaluation. When regulatory agencies demand evidence, patient safety is at stake, and decisions involve hundreds of millions in investment, 'the AI said so' is not acceptable.
Generic AI tools create critical risks
THE PROBLEM
- •Regulatory Scrutiny
- •Explainability Requirements
- •Patient Safety Accountability
- •Compliance & Auditability
Structured Intelligence
THE SOLUTION
- •Evidence Based
- •Source Verified
- •Audit Ready
- •Continuously Updated
What Is the Trial Lens ?
Clinical Trial Intelligence Platform Built on Knowledge
Trial Lens is a purpose-built intelligence solution that synthesizes clinical trial data, protocols, publications, and outcomes into defensible, traceable insights for clinical development teams. Built on the Knowledge & AI Memory Platform, Trial Lens transforms fragmented trial information into a structured trial knowledge graph that captures
How the Trial Lens Works ?
Clinical Trial Data Analysis Pipeline
Trial Lens operates as a continuous intelligence system, not a one-time analysis tool. The platform follows a structured, governed.
1
Ingest Trial Registries & Literature
Automated ingestion from ClinicalTrials.gov, PubMed, regulatory filings, and internal trial databases with version tracking.
2
Structure Protocols & Endpoints
Extract and normalize inclusion/exclusion criteria, primary/secondary endpoints, trial phases, and design parameters into comparable entities.
3
Analyze Patterns & Relationships
Identify design trends, endpoint correlations, sponsor strategies, and success/failure signals across therapeutic areas.
4
Generate Traceable Insights
Produce evidence-backed intelligence with inline citations linking every conclusion to specific trials, publications, or protocol documents.
5
Continuously Update
Monitor for new trial registrations, published results, protocol amendments, and regulatory actionskeeping intelligence current and relevant.
Core Capabilities:
Clinical Intelligence Platform for Evidence-Based Decisions
Trial Landscape Analysis
Map ongoing, completed, and planned trials across indications, mechanisms, geographies, and sponsors with competitive intelligence you can verify.
Protocol Intelligence
Deep analysis of inclusion/exclusion criteria, endpoint selection, trial design patterns, and methodology choices with comparative benchmarking.
Endpoint Comparison
Evaluate primary and secondary endpoint strategies across similar trials, identifying success patterns and risk factors with source traceability.
Evidence Synthesis
Consolidate efficacy results, safety signals, and patient outcomes from multiple trials into unified, citation-backed assessments.
Complete Traceability
Every insight linked directly to trial registries, protocol documents, and publicationsready for regulatory review and audit requirements.
Governance & Compliance
Expert review workflows, approval gates, and version control ensure trial analytics tools meet regulatory and organizational standards.
Get a Demo of the Enterprise AI &
Knowledge Platform
Private by design. Speaks your language. Proven at scale
Trial Landscape Intelligence:
Clinical Trial Landscape Analysis Across the Ecosystem
Indication & Mechanism
Track competing therapeutic approaches, novel mechanisms under investigation, and emerging combination strategies across your target disease areas.
Geography & Sites
Identify regional trial concentration, recruitment patterns, site availability, and regulatory pathway differences with trial benchmarking AI precision.
Sponsor & Timeline
Monitor pharma, biotech, and academic activity. Assess pipeline maturity, phase transitions, and anticipated data readouts across competitive landscape.
Design & Outcomes
Learn from competitor protocol choices, endpoint selection patterns, and success/failure signals to avoid redundant trials and identify opportunities.
Protocol & Endpoint Intelligence -
Deep Protocol Intelligence Analysis
Population & Eligibility
Compare inclusion/exclusion criteria and patient population definitions across similar trials to optimize recruitment feasibility and protocol precision.
Endpoints & Measurement
Analyze primary/secondary endpoint choices, timing, assessment methods, and success rate correlations to inform better endpoint selection.
Design Patterns
Identify successful trial architecture: randomization, control strategies, adaptive features, and statistical approaches with demonstrated outcomes.
Success Signals
Detect protocol elements correlated with endpoint achievement versus failure, including early termination patterns and amendment trends.
Living Trial Intelligence:
Evidence-Based Clinical Insights That Evolve
Trial Lens delivers more than point-in-time analysis. Every insight is grounded in verifiable sources with complete traceability, and the intelligence layer continuously updates as the trial landscape evolves ensuring clinical teams always operate on current, defensible information.
EVIDENCE CHAIN TRACEABILITY
Trial Registry
Protocol Document
Publication
Analysis Layer & Insight
Cross-referencing 14 disparate data points…
Strategic Decision
Trial Registration
Interim Data
Protocol Amendments
Regulatory Update
Who Uses Trial Lens ?
Clinical Development AI for Every Stakeholder
Trial Lens serves teams across the clinical development lifecycle who need defensible intelligence to inform trial strategy, design, and regulatory decisions.
Clinical Development Teams
Design better trials faster. Benchmark protocols, select endpoints backed by evidence, and justify design choices with traceable intelligence from thousands of comparable trials.
R&D Leadership
Make portfolio decisions with confidence. Evaluate competitive landscapes, identify white space opportunities, and allocate resources using R&D intelligence tools grounded in real trial data.
Medical Affairs
Support evidence generation strategy. Synthesize trial outcomes, track emerging data, and communicate scientific insights backed by verifiable sources for publications and presentations.
Strategy & Business Development
Assess partnerships and market positioning. Analyze sponsor activity, trial timelines, and competitive dynamics with intelligence that informs licensing and M&A decisions.
Regulatory & Compliance
Prepare regulatory submissions with audit-ready evidence. Every protocol choice, endpoint selection, and design rationale linked to supporting trial data and literature.
Cross-Functional Trial Teams
Align stakeholders with shared intelligence. One source of truth for trial landscape, protocol benchmarking, and evidence synthesis accessible across functions.
Why Trial Lens ?
Clinical Trial Intelligence Comparison
Trial registries provide data access. Analytics dashboards visualize trends. Trial Lens delivers intelligencestructured knowledge with traceable reasoning that enables defensible decisions under regulatory scrutiny. The difference between trial analytics vs intelligence is fundamental to how clinical teams operate.
Capability Matrix
Cross-tier feature evaluation
Flat Data Access
Trial Registries
Visualization Layer
Analytics Dashboards
Premium
Intelligence Layer
Trial Lens
Knowledge graph structure
✓
Full Graph ContextMulti-dimensional reasoning
Basic Filters Only
✓
Advanced LogicEvidence synthesis
✓
Automated SummaryInline citations
✓
Source VerifiedContinuous monitoring
Scheduled Updates
✓
Real-time StreamPRIMARY LIMITATION
Keyword search only
Descriptive insights only
No Limitations
Full Cognitive Synthesis
Client Testimonials
★ ★ ★ ★ ★
Knolens gave us a living evidence base across trials, publications, and HTA data. Our teams can now move from research to decision in hours instead of weeks.
Head of Global Market Access, Big Pharma
★ ★ ★ ★ ★
Finally an AI platform we can trust. Every insight is traceable back to the source evidence.
Director, HEOR & Evidence Strategy
★ ★ ★ ★ ★
Knolens transformed how our analysts work. Less time gathering information, more time delivering insights to clients.
Partner, Life Sciences Strategy Consulting Firm
★ ★ ★ ★ ★
We used to build analysis manually across dozens of sources. Knolens gives us a continuously updated intelligence layer.
Managing Director, Pharma Consulting Practice
★ ★ ★ ★ ★
Knolens gave us a living evidence base across trials, publications, and HTA data. Our teams can now move from research to decision in hours instead of weeks.
Head of Global Market Access, Big Pharma
★ ★ ★ ★ ★
Finally an AI platform we can trust. Every insight is traceable back to the source evidence.
Director, HEOR & Evidence Strategy
★ ★ ★ ★ ★
Knolens transformed how our analysts work. Less time gathering information, more time delivering insights to clients.
Partner, Life Sciences Strategy Consulting Firm
★ ★ ★ ★ ★
We used to build analysis manually across dozens of sources. Knolens gives us a continuously updated intelligence layer.
Managing Director, Pharma Consulting Practice
Contact Us
📍
Address
One Research Ct, Suite 450
Rockville, MD 20850
✉️
For General Inquiry
info@pienomial.com
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