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Tailored pharma intelligence for every life sciences function—from preclinical R&D to commercialization.

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AI-Powered Intelligence Workflows

Automated insights and strategic intelligence across the pharmaceutical lifecycle

Target Validation Explorer

Accelerate evidence synthesis for mechanism validation and biomarker discoveryacross therapeutic areas.

Transform preclinical insights into clinical strategy with comprehensive target analysis, biomarker landscapes, and mechanism validation across therapeutic areas.

biomarker intelligence

Map biomarker landscapes, correlations, and clinical utility across indications and development stages.

Navigate dose-finding complexities with real-time competitive benchmarking, biomarker correlation analysis, and proof-of-concept validation strategies.

Program Failure Analysis

Extract actionable learnings from failed or discontinued programs to improvefuture decision-making.

Optimize pivotal study protocols through comprehensive endpoint analysis, comparator selection insights, and regulatory precedent intelligence.

Competitive Landscape Mapping

Comprehensive competitor intelligence across preclinical and early development programs.

Streamline approval pathways with automated regulatory intelligence, precedent analysis, and comprehensive submission package preparation.

Trial Design Intelligence

Optimize protocol design using global trial benchmarks, endpoint analysis, andregulatory precedents.

Accelerate trial initiation with intelligent site feasibility analysis, protocol optimization insights, and competitive recruitment intelligence.

Regulatory Pathway Optimizer

Simulate approval strategies across regions with real-time regulatory intelligenceand precedent analysis.

Enhance enrollment strategies through patient journey mapping, competitive trial analysis, and real-time recruitment benchmarking.

Patient Journey Mapper

Model patient flows, treatment sequences, and demographic patterns across indications.

Ensure submission-ready data through automated quality checks, regulatory compliance monitoring, and cross-study data harmonization.

Endpoint Strategy Optimizer

Identify optimal primary and secondary endpoints based on regulatory successpatterns and competitive analysis.

Prepare for regulatory inspections with comprehensive documentation review, audit trail verification, and compliance gap analysis.

Payer Intelligence Engine

Model payer behavior, access strategies, and reimbursement landscapes across markets.

Validate market opportunity through comprehensive landscape analysis, payer perception research, and early value proposition development.

HEOR Evidence Generator

Automate health economics modeling, cost-effectiveness analysis, and valueproposition development.

Build compelling value narratives with integrated HEOR evidence, competitive differentiation analysis, and stakeholder-specific messaging.

Launch Strategy Orchestrator

Optimize global indication sequencing, messaging, and market entry strategies.

Orchestrate successful launches through market access planning, KOL engagement strategies, and competitive response preparation.

Value Proposition Builder

Develop compelling value narratives and evidence packages for payers and providers.

Execute go-to-market strategies with real-time competitive monitoring, payer negotiation support, and launch performance tracking.

Portfolio Intelligence Dashboard

Real-time portfolio monitoring, risk assessment, and resource allocation optimization.

Guide go/no-go decisions with comprehensive pipeline assessment, competitive positioning analysis, and partnership opportunity identification.

Competitive Intelligence Hub

Continuous competitor monitoring, pipeline analysis, and strategic threat assessment.

Inform strategic decisions through real-time efficacy benchmarking, M&A target evaluation, and portfolio optimization analysis.

M&A Due Diligence Engine

Dynamic valuation models with real-time trial updates and market intelligence integration.

Navigate critical decisions with scenario planning, competitive threat assessment, and cross-portfolio synergy identification.

Strategic Risk MonitorApproval

Early warning system for portfolio risks, regulatory changes, and competitive threats.

Maximize ROI through resource allocation modeling, competitive response planning, and market entry timing optimization.

KnolScapes

Interactive, living intelligence dashboards that auto-update with the latestevidence and insights.

Align diverse stakeholders through automated reporting, investor intelligence, and patient advocacy insights.

KnolQuest

Deep-dive search and analysis across any pharmaceutical topic with AI-powered synthesis.

Synchronize teams with unified evidence platforms, real-time milestone tracking, and integrated decision support.

Edge Mobile Intelligence

Real-time insights access at conferences, meetings, and on-the-go decision making.

Streamline external communications with automated report generation, regulatory response preparation, and investor deck updates.

Systematic Literature Review

Automated, traceable, and regulatory-compliant literature reviews and evidence synthesis.

Coordinate market preparation through evidence synthesis, patient pathway analysis, and payer communication strategies.

From discovery to post-market, each phase of drug development connects to the organizations driving it- Big Pharma, Biotech, CROs, Medical Devices and Life Sciences Consulting.

Drug development Accelerator for Enterprise Pharma

Knolens is an AI-powered intelligence platform designed to unite R&D, Clinical Development, Market Access, and Commercial teams across pharmaceutical organizations in Boston, New Jersey, Basel, London, and global markets with real-time intelligence for faster validation and better outcomes across development pipelines.

Key Capabilities for

Big Pharma
Integrated Global Pipeline Intelligence

Knolens gives pharma teams real-time visibility with 500+ sources (ClinicalTrials.gov, FDA, EMA) to model strategies, detect risks, and optimize protocols.

Enterprise Literature Review Hub

Automate systematic literature reviews with 95%+ accuracy for regulatory submissions and HTA dossiers. Process thousands of publications in hours meeting FDA 21 CFR Part 11 compliance.

Regulatory & Compliance Surveillance

Monitor FDA, EMA, PMDA regulatory changes in real-time. Track competitor approvals and safety signals with complete audit trails.

Portfolio Prioritization Engine

Optimize investments using AI-driven competitive intelligence across oncology, immunology, neuroscience, and rare diseases.

Cross-Function Collaboration Suite

Enable seamless intelligence sharing between global teams. Integrate with Veeva Vault, Microsoft Teams, and SharePoint.

Strategic Benefits for Enterprise Pharmaceutical Organizations

Cut study design cycles and speed time-to-first-patient by 40%.

Proactively anticipate and address payer and HTA objections

Optimize evidence generation strategies for market-specific value demonstrations

Enhance cross-market pricing, reimbursement, and access strategies

Improve coordination between global and local pharmaceutical teams

Strengthen value-based contracting with robust, defensible evidence

Big Pharma

Clinical Strategy & Validation Suite for High- Growth Biotech Teams

Knolens accelerates scientific due diligence, clinical strategy validation, and competitive analysis—empowering biotech teams in Kendall Square, Cambridge, San Francisco, and emerging hubs to move faster, reduce risk, and build stronger development narratives for investors and partners.

Key Capabilities for

Biotech
Biotech Validation Accelerator

Accelerate asset validation with real-time data analysis. Identify optimal targets and mechanisms of action through 400,000+ clinical trials, competitive intelligence, and real-world evidence, while proactively assessing FDA regulatory and payer landscapes.

Clinical Strategy Accelerator

Design optimized protocols using AI analysis of similar trials. Identify ideal endpoints, biomarkers, and patient populations with 95%+ accuracy.

Commercial Assessment & Investment Support

Build compelling investor presentations with validated market sizing, competitive positioning, and regulatory pathway analysis backed by traceable evidence.

Strategic Benefits for Bio Tech Teams

Validate targets and mechanisms 80% faster with AI research.

Design smarter clinical trials with higher probability of success

Conduct market landscape assessments without large teams

Strengthen investor and board presentations with defensible data

Perform scientific and commercial due diligence at fraction of traditional costs

Biotech

CRO Intelligence Suite

Knolens enables Contract Research Organizations to streamline evidence generation, monitor regulatory shifts, and deliver sponsor-ready insights—accelerating timelines while maintaining GxP compliance and full traceability for pharmaceutical sponsors.

Key Capabilities for

CROs
Protocol-Specific Evidence Automation

Generate protocol-specific literature reviews by trial phase, therapeutic area, and region. Automate extraction of comparators, endpoints, biomarkers, and regulatory precedents with full source traceability for audits and sponsor validation.

Global Regulatory Intelligence & Alerting

Track FDA, EMA, PMDA updates affecting ongoing trials. Receive real-time alerts on safety signals and regulatory changes.

Sponsor-Ready Deliverables

Generate audit-ready reports meeting pharmaceutical sponsor requirements with complete evidence traceability and 21 CFR Part 11 compliance.

Competitive Trial Landscape Monitoring

Monitor competitor trials for protocol optimization and site selection intelligence across therapeutic areas.

White-Labeled Output Support

Customize deliverables with sponsor branding for seamless integration into pharmaceutical workflows.

Strategic Benefits for Clinical Research Organizations

Accelerate sponsor project delivery—reduce evidence synthesis from weeks to hours

Scale across multiple sponsors with automated pipelines

Reduce manual burden for medical writers and scientific teams

Ensure Regulatory Compliance and Audit Readiness

Increase Sponsor Satisfaction and Win Repeat Business

CROs

MedTech Intelligence Console

Knolens supports Regulatory, Clinical, and Commercial teams managing Class II/III medical devices—simplifying MDR, IVDR, and FDA compliance while accelerating global market readiness across US, EU, and APAC markets.

Key Capabilities for

Medical Devices
Real-Time Global Regulatory Monitoring

Monitor FDA, CE mark, and global regulations across device classes. Access filterable evidence by indication and region. Anticipate MDR/IVDR changes affecting trials and market strategies.

Labeling & Claims Intelligence Engine

Analyze competitor labels and claims across markets. Ensure compliance with regional requirements while optimizing differentiation.

Clinical & Economic Evidence Mapping

Generate evidence packages for regulatory submissions and HTA dossiers with health economic modeling support.

HTA & Reimbursement Intelligence

Track NICE, G-BA, HAS decisions for similar devices. Build value narratives for payer negotiations.

Submission Support Workflows

Automate 510(k), PMA, and CE mark documentation with complete traceability and audit trails.

Strategic Benefits for Medical Device Companies

Reduce compliance risk by tracking global regulatory shifts

Streamline labeling and clinical documentation across markets

Accelerate Evidence Readiness Across Safety, Performance, and Cost-Effectiveness Domains

Enhance Regional Submission Readiness with Audit-Ready, Referenced Outputs

Unify Regulatory and Commercial Teams Around Shared Data and Evidence Models

Real World Impact

  • Cut labeling review cycles by 40-60%
  • Shorten regulatory submission preparation by 3-4 weeks per market
  • Identify evidence gaps early to avoid regulatory rejections
  • Improve QA and audit performance with structured evidence sets
  • Optimize launch sequencing with country-specific insights
Medical Devices

Lifesciences Consulting Intelligence Platform

Knolens delivers tailored pharmaceutical intelligence for consulting firms—enabling faster insights, sharper strategies, and greater impact across therapeutic, regulatory, and commercial projects for Big Pharma and biotech clients.

Key Capabilities for

LifeSciences Consulting
Pre-Populated Therapeutic Landscape Libraries

Instantly access structured intelligence across oncology, immunology, neuroscience, and rare diseases with advanced filters—cutting data collection time to focus on strategy development.

Rapid Evidence Extraction & Report Generation

Generate client-ready reports with 95%+ accuracy from 500+ pharmaceutical data sources including clinical trials, publications, and regulatory databases.

HTA & Market Access Analytics

Analyze global reimbursement decisions, pricing strategies, and market access pathways across US, EU, and emerging markets.

Competitive Benchmarking & Scenario Modeling

Build dynamic competitive landscapes and what-if scenarios for strategic planning and portfolio optimization.

Client-Ready Deliverables & Templates

Customize outputs with client branding and pharmaceutical-specific formatting for immediate use.

Strategic Benefits for Life Sciences Consulting Firms

Accelerate pitch-to-delivery timelines by minimizing upfront research

Equip junior team members with validated insights and plug-and-play modules

Expand into new therapeutic areas with pre-curated, regularly updated data

Differentiate your firm with real-time, AI-driven insights

Strengthen client trust through structured, defensible, recommendations

Win more business with faster, smarter, proposals backed by evidence

LifeSciences Consulting

What Our Clients Say

Trusted by global pharma, biotechs, and life sciences leaders

Knolens has transformed the way we work. Pienomial's relentless focus on innovation helps us stay ahead in a highly competitive landscape.

Tier 1 Global Pharma Provider

With Knolens, what used to take weeks of manual review now takes minutes—and we can trust every result.

Leading Medical Device Manufacturer

Knolens has transformed the way we work. Pienomial’s relentless focus on innovation helps us stay ahead in a highly competitive landscape.

Leading Life Sciences Consulting Firm

With Knolens, what used to take weeks of manual review now takes minutes — and we can trust every result.

Market Access Lead, Top 10 Pharma

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