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LyfeSci Research & Innovation

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uuid0052az1

Namestring
LyfeSci Research & Innovation
Legal namestring
LyfeSci Research & Innovation
Websiteurl
lyfesci.com
Company typeenum
Private
Founded yearint
2025
Descriptiontext

LyfeSci Research & Innovation is a private, AI-powered contract research organization (CRO) founded in 2025 and headquartered in Lincolnshire, Illinois. The company delivers end-to-end clinical research services for biotechnology and pharmaceutical sponsors, spanning pre-clinical consulting, early clinical development (Phase I), late-phase development (Phase II-III), post-marketing surveillance, and real-world evidence studies. Its service portfolio covers nine core capabilities: Early Discovery, Clinical Development, Pharmacovigilance, Clinical Pharmacology, Biostatistics, Clinical Data Management, Regulatory Affairs, Decentralized Trials, and Medical Writing, with specialization in six therapeutic areas including Neurosciences, Novel Treatments (cell and gene therapy, protein-degraders), Pediatrics, Oncology, and Cardiometabolic.

The company operates a physician-led model under Founder and CEO Dr. Tapan Parikh (a board-certified psychiatrist) and CMO Dr. William E. Gannon Jr. (35+ years of clinical trial experience). Its technology stack includes an AI-driven clinical research platform, advanced analytics for patient recruitment optimization, decentralized trial tools (eConsent, eCOA/ePRO, remote monitoring, telemedicine), and CDISC-compliant electronic data capture with FDA 21 CFR Part 11 validated audit trails. LyfeSci generates revenue through custom professional service agreements scoped per study, with no standardized pricing disclosed. In January 2026, the company acquired Clinically Media to integrate patient recruitment directly into its CRO model, expanding capabilities across dermatology, neurology, and psychiatry. Marketing is driven by content (blog, webinars, case studies, Clinical Framework Guide) and a multi-channel digital presence targeting enterprise biotech and pharma sponsors.

Short descriptiontext

LyfeSci Research & Innovation is an AI-powered contract research organization founded in 2025, offering end-to-end clinical research services to biotechnology and pharmaceutical sponsors across six therapeutic areas, with patient recruitment integrated via its Clinically Media acquisition.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
1–10
akta.pro rankint
HeadquartersLincolnshire, United States
HQ citystring
Lincolnshire
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
contract research organization, clinical trial services, patient recruitment, regulatory affairs consulting, pharmacovigilance services
Industry3 codes
1Clinical Trial Informatics (EDC/CTMS/eCOA/eTMF)
CodeHLAGAJAMPrimaryYes
2Clinical Operations & Monitoring FSP (CRA/CTM/Start-up)
CodeHLAGAOAAPrimaryNo
3Real-World Data (RWD) / Real-World Evidence (RWE) & Observational Research Platforms
CodeHLACAOAMPrimaryNo
NAICS code2 codes
  • Research and Development in the Physical, Engineering, and Life Sciences54171
  • Scientific Research and Development Services5417
SIC code2 codes
  • Services-Engineering, Accounting, Research, Management8700
  • Services-Commercial Physical & Biological Research8731
Product category
Contract Research Organization (CRO) / Clinical Research Services
Social media profiles1 record
GTM motion3 records

Each record includes

Type, Description, Source

Revenue model2 records
1Clinical Research Services (CRO)
TypeProfessional Services
Description

Full-service Contract Research Organization providing comprehensive clinical research services including pre-clinical consulting, early clinical development (Phase I), late-phase development (Phase II-III), post-marketing surveillance, patient recruitment, and regulatory affairs

lyfesci.com
2Specialized Consulting Services
TypeProfessional Services
Description

Expert consulting across early discovery, clinical pharmacology, regulatory strategy, pharmacovigilance, biostatistics, medical writing, and site operations delivered through a consulting model with access to seasoned drug hunters, translational scientists, and physician investigators

lyfesci.com
Marketing channels7 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels3 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Personnel, Operations, Technology or R&D, Marketing or Sales, Others
GTM typeB2B
B2B
Offering typeServices
Services
Core offering1 text field

LyfeSci is an AI-powered Contract Research Organization providing end-to-end clinical research services for biotech and pharmaceutical sponsors. Its core offerings span Early Discovery consulting, Clinical Development (Phases I–III), Pharmacovigilance, Clinical Pharmacology, Biostatistics, Clinical Data Management, Regulatory Affairs, Decentralized Trials, and Medical Writing, supported by dedicated Patient Recruitment Services. Services are delivered under custom professional service agreements with tailored scopes of work, deliverables, and timelines.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 4 values shown
  • 30-50% reduction in patient recruitment timelines
+3 more records
Product overview1 text field

LyfeSci Research & Innovation is an AI-powered Contract Research Organization (CRO) offering a unified platform of clinical research services. The core offerings include Early Discovery consulting, Clinical Development (Phases I-III), Pharmacovigilance, Clinical Pharmacology, Biostatistics, Clinical Data Management, Regulatory Affairs, Decentralized Trials, and Medical Writing—all accessible through Patient Recruitment Services. The portfolio integrates end-to-end capabilities from preclinical consulting through post-marketing Real-World Evidence, supported by a Clinical Framework Guide methodology and educational webinars. Case studies demonstrate specialized expertise in rare disease, oncology, and cardiometabolic therapeutic areas.

Product and service10 records
1Early Discovery
CategoryPre-clinical Consulting
Description

Strategic consulting services guiding biotech and pharmaceutical innovators through early drug discovery stages, from target identification to preclinical candidate validation, including IND pathway preparation.

2Clinical Development
3Pharmacovigilance
4Clinical Pharmacology
5Biostatistics
6Clinical Data Management
7Regulatory Affairs
8Decentralized Trials
9Medical Writing
10Patient Recruitment Services
CategoryPatient Recruitment
Description

End-to-end patient enrollment solutions spanning site feasibility, patient database management, regulatory compliance, accelerated enrollment, global recruitment across 25+ countries, and quality assurance, with continuous 24/7 support.

Scale indicator5 records

Each record includes

Type, Value, Description, Source

Partnership1 partner
Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2026-01-12
Description

LyfeSci acquired Clinically Media, a patient recruitment company specializing in data-driven and inclusive enrollment strategies. The acquisition integrates patient recruitment directly into LyfeSci's CRO model, expanding end-to-end clinical trial capabilities. Clinically Media operates under the LyfeSci Research & Innovation brand with its team fully integrated into LyfeSci's services.

Recent move5 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight5 records

Each record includes

Type, Description

Peers10 records
TypeBroad incumbent
Description

Large global CRO with deep biopharma sponsor relationships, regulatory expertise, and DCT capabilities (via its partnership network). Comparable to LyfeSci at the high end of the CRO market.

TypeDirect peer
Description

Operator of the StudyTeam and Care Access platforms for clinical trial enrollment and site performance. Highly comparable to LyfeSci's integrated patient-recruitment capabilities following the Clinically Media acquisition.

TypeBroad incumbent
Description

Major global CRO offering Phase I–IV services, decentralized trials, and labs across all therapeutic areas. Represents the entrenched large-CRO competitor LyfeSci must differentiate against.

TypeDirect peer
Description

Decentralized clinical trial platform offering eCOA/ePRO, eConsent, telehealth, and remote monitoring for sponsors and CROs. Directly comparable to LyfeSci's DCT and AI-platform positioning, with similar target customers in biotech and mid-pharma.

5WCG
TypeBroad incumbent
Description

Provider of clinical trial services and site/network enablement including IRB, technology, and patient-recruitment solutions. Comparable as an established player offering adjacent recruitment and site-empowerment services.

TypeDirect peer
Description

Metaverse/DCT-enabled virtual CRO running decentralized trials with patient-centric recruitment. Comparable as a technology-led CRO competing on speed, recruitment, and decentralized trial execution.

TypeBroad incumbent
Description

Largest global full-service CRO and life-science technology provider. Broad incumbent whose preferred-provider agreements and global scale define the competitive ceiling for boutique CROs like LyfeSci.

TypeDirect peer
Description

Decentralized clinical trial platform combining technology and operational services for sponsors. Comparable in delivering hybrid trials with patient-centric recruitment and data capture.

TypeDirect peer
Description

Digital CRO delivering fully decentralized and hybrid clinical trials across therapeutic areas including CNS and rare disease. Closely aligned with LyfeSci's DCT stack, CNS focus, and AI-driven recruitment approach.

TypeDirect peer
Description

Cloud-based EDC and eClinical platform supporting decentralized and hybrid trials. Comparable to LyfeSci's CDISC-compliant data management, EDC, and DCT tooling layer.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat4 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Segment4 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile4 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
No
API detail
Has APIbool
No

Docs URL, Description

AI capability1 record

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature4 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles4 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

Subsidiaries1 record

Each record includes

Name, Acquired on, Relationship type, Type, Business focus

Compliance8 records

Each record includes

Name, Class, Description

Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A1 record

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

LyfeSci Research & Innovation

Contract Research Organization (CRO) / Clinical Research Serviceslyfesci.com

LyfeSci Research & Innovation is an AI-powered contract research organization founded in 2025, offering end-to-end clinical research services to biotechnology and pharmaceutical sponsors across six therapeutic areas, with patient recruitment integrated via its Clinically Media acquisition.

What LyfeSci Research & Innovation does

LyfeSci Research & Innovation is a private, AI-powered contract research organization (CRO) founded in 2025 and headquartered in Lincolnshire, Illinois. The company delivers end-to-end clinical research services for biotechnology and pharmaceutical sponsors, spanning pre-clinical consulting, early clinical development (Phase I), late-phase development (Phase II-III), post-marketing surveillance, and real-world evidence studies. Its service portfolio covers nine core capabilities: Early Discovery, Clinical Development, Pharmacovigilance, Clinical Pharmacology, Biostatistics, Clinical Data Management, Regulatory Affairs, Decentralized Trials, and Medical Writing, with specialization in six therapeutic areas including Neurosciences, Novel Treatments (cell and gene therapy, protein-degraders), Pediatrics, Oncology, and Cardiometabolic.

The company operates a physician-led model under Founder and CEO Dr. Tapan Parikh (a board-certified psychiatrist) and CMO Dr. William E. Gannon Jr. (35+ years of clinical trial experience). Its technology stack includes an AI-driven clinical research platform, advanced analytics for patient recruitment optimization, decentralized trial tools (eConsent, eCOA/ePRO, remote monitoring, telemedicine), and CDISC-compliant electronic data capture with FDA 21 CFR Part 11 validated audit trails. LyfeSci generates revenue through custom professional service agreements scoped per study, with no standardized pricing disclosed. In January 2026, the company acquired Clinically Media to integrate patient recruitment directly into its CRO model, expanding capabilities across dermatology, neurology, and psychiatry. Marketing is driven by content (blog, webinars, case studies, Clinical Framework Guide) and a multi-channel digital presence targeting enterprise biotech and pharma sponsors.

LyfeSci Research & Innovation firmographics

Firmographics
Name
LyfeSci Research & Innovation
Legal name
LyfeSci Research & Innovation
Website
https://lyfesci.com
Company type
Private
Founded year
2025
Operating status
Operating
Headcount range
1–10 employees
Short description
LyfeSci Research & Innovation is an AI-powered contract research organization founded in 2025, offering end-to-end clinical research services to biotechnology and pharmaceutical sponsors across six therapeutic areas, with patient recruitment integrated via its Clinically Media acquisition.
Ownership category
akta.pro rank

LyfeSci Research & Innovation industry classification

Industry
Product category
Contract Research Organization (CRO) / Clinical Research Services
NAICS
Research and Development in the Physical, Engineering, and Life Sciences (54171), Scientific Research and Development Services (5417)
SIC
Services-Engineering, Accounting, Research, Management (8700), Services-Commercial Physical & Biological Research (8731)
akta.pro primary industry
Clinical Trial Informatics (EDC/CTMS/eCOA/eTMF) (HLAGAJAM)
akta.pro secondary industries
Clinical Operations & Monitoring FSP (CRA/CTM/Start-up) (HLAGAOAA), Real-World Data (RWD) / Real-World Evidence (RWE) & Observational Research Platforms (HLACAOAM)

Keywords

  • Contract research organization
  • Clinical trial services
  • Patient recruitment
  • Regulatory affairs consulting
  • Pharmacovigilance services

Where LyfeSci Research & Innovation is headquartered

Location

Headquarters

HQ city
Lincolnshire
HQ country
United States
HQ region
North America

Offices1 record

Markets served

LyfeSci Research & Innovation business model

Business model
GTM type
B2B
Offering type
Services
Cost components
Personnel, Operations, Technology or R&D, Marketing or Sales, Others

Revenue model

  1. Clinical Research Services (CRO): Full-service Contract Research Organization providing comprehensive clinical research services including pre-clinical consulting, early clinical development (Phase I), late-phase development (Phase II-III), post-marketing surveillance, patient recruitment, and regulatory affairs
  2. Specialized Consulting Services: Expert consulting across early discovery, clinical pharmacology, regulatory strategy, pharmacovigilance, biostatistics, medical writing, and site operations delivered through a consulting model with access to seasoned drug hunters, translational scientists, and physician investigators

Go-to-market motion3 records

Distribution channels3 records

Marketing channels7 records

LyfeSci Research & Innovation product offering

Product offering

Core offering

LyfeSci is an AI-powered Contract Research Organization providing end-to-end clinical research services for biotech and pharmaceutical sponsors. Its core offerings span Early Discovery consulting, Clinical Development (Phases I–III), Pharmacovigilance, Clinical Pharmacology, Biostatistics, Clinical Data Management, Regulatory Affairs, Decentralized Trials, and Medical Writing, supported by dedicated Patient Recruitment Services. Services are delivered under custom professional service agreements with tailored scopes of work, deliverables, and timelines.

Product overview

LyfeSci Research & Innovation is an AI-powered Contract Research Organization (CRO) offering a unified platform of clinical research services. The core offerings include Early Discovery consulting, Clinical Development (Phases I-III), Pharmacovigilance, Clinical Pharmacology, Biostatistics, Clinical Data Management, Regulatory Affairs, Decentralized Trials, and Medical Writing—all accessible through Patient Recruitment Services. The portfolio integrates end-to-end capabilities from preclinical consulting through post-marketing Real-World Evidence, supported by a Clinical Framework Guide methodology and educational webinars. Case studies demonstrate specialized expertise in rare disease, oncology, and cardiometabolic therapeutic areas.

Differentiator

Problem solved

Functional benefit

Products and services

  • Early Discovery Strategic consulting services guiding biotech and pharmaceutical innovators through early drug discovery stages, from target identification to preclinical candidate validation, including IND pathway preparation.
  • Clinical Development
  • Pharmacovigilance
  • Clinical Pharmacology
  • Biostatistics
  • Clinical Data Management
  • Regulatory Affairs
  • Decentralized Trials
  • Medical Writing
  • Patient Recruitment Services End-to-end patient enrollment solutions spanning site feasibility, patient database management, regulatory compliance, accelerated enrollment, global recruitment across 25+ countries, and quality assurance, with continuous 24/7 support.

Quantifiable outcome

  • 30-50% reduction in patient recruitment timelines
  • +3 more outcomes

Companies that use LyfeSci Research & Innovation

Customer profile

Segments4 records

Ideal customer profiles4 records

LyfeSci Research & Innovation technology and API

Technology

Technology focussed No

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

AI capability1 record

Feature4 records

LyfeSci Research & Innovation partnerships and signals

Strategic signal

Partnerships

One partnership is on record.

  • Clinically MediacoreStrategic or Co-development Partner · 12 January 2026LyfeSci acquired Clinically Media, a patient recruitment company specializing in data-driven and inclusive enrollment strategies. The acquisition integrates patient recruitment directly into LyfeSci's CRO model, expanding end-to-end clinical trial capabilities. Clinically Media operates under the LyfeSci Research & Innovation brand with its team fully integrated into LyfeSci's services.

Scale indicators5 records

Recent moves5 records

Expansion highlights5 records

LyfeSci Research & Innovation competitors and assessment

Company assessment

Broad incumbents

  • Parexel: Large global CRO with deep biopharma sponsor relationships, regulatory expertise, and DCT capabilities (via its partnership network). Comparable to LyfeSci at the high end of the CRO market.
  • ICON plc: Major global CRO offering Phase I–IV services, decentralized trials, and labs across all therapeutic areas. Represents the entrenched large-CRO competitor LyfeSci must differentiate against.
  • WCG: Provider of clinical trial services and site/network enablement including IRB, technology, and patient-recruitment solutions. Comparable as an established player offering adjacent recruitment and site-empowerment services.
  • IQVIA: Largest global full-service CRO and life-science technology provider. Broad incumbent whose preferred-provider agreements and global scale define the competitive ceiling for boutique CROs like LyfeSci.

Direct peers

  • Reify Health: Operator of the StudyTeam and Care Access platforms for clinical trial enrollment and site performance. Highly comparable to LyfeSci's integrated patient-recruitment capabilities following the Clinically Media acquisition.
  • Medable: Decentralized clinical trial platform offering eCOA/ePRO, eConsent, telehealth, and remote monitoring for sponsors and CROs. Directly comparable to LyfeSci's DCT and AI-platform positioning, with similar target customers in biotech and mid-pharma.
  • Science 37: Metaverse/DCT-enabled virtual CRO running decentralized trials with patient-centric recruitment. Comparable as a technology-led CRO competing on speed, recruitment, and decentralized trial execution.
  • Thread Research: Decentralized clinical trial platform combining technology and operational services for sponsors. Comparable in delivering hybrid trials with patient-centric recruitment and data capture.
  • ObvioHealth: Digital CRO delivering fully decentralized and hybrid clinical trials across therapeutic areas including CNS and rare disease. Closely aligned with LyfeSci's DCT stack, CNS focus, and AI-driven recruitment approach.
  • Castor: Cloud-based EDC and eClinical platform supporting decentralized and hybrid trials. Comparable to LyfeSci's CDISC-compliant data management, EDC, and DCT tooling layer.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

LyfeSci Research & Innovation social profiles

Digital presence

LyfeSci Research & Innovation compliance and trust

Trust signal

Compliance8 records

LyfeSci Research & Innovation financial estimates

Financial estimate

Revenue estimate

Valuation estimate

LyfeSci Research & Innovation leadership team

Management profile

Number of profiles

Profiles4 records

LyfeSci Research & Innovation subsidiaries and ownership

Company hierarchy

Subsidiaries1 record

LyfeSci Research & Innovation funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

LyfeSci Research & Innovation M&A and investment

M&A and investment

M&A1 record

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about LyfeSci Research & Innovation

What does LyfeSci Research & Innovation do?

LyfeSci is an AI-powered Contract Research Organization providing end-to-end clinical research services for biotech and pharmaceutical sponsors. Its core offerings span Early Discovery consulting, Clinical Development (Phases I–III), Pharmacovigilance, Clinical Pharmacology, Biostatistics, Clinical Data Management, Regulatory Affairs, Decentralized Trials, and Medical Writing, supported by dedicated Patient Recruitment Services. Services are delivered under custom professional service agreements with tailored scopes of work, deliverables, and timelines.

Is LyfeSci Research & Innovation a public or private company?

LyfeSci Research & Innovation is a private company. It is classified as founder individual operated bootstrapped and is currently operating.

When was LyfeSci Research & Innovation founded?

LyfeSci Research & Innovation was founded in 2025. It employs 1 to 10 people.

Where is LyfeSci Research & Innovation based?

LyfeSci Research & Innovation is headquartered in Lincolnshire, United States, in the North America region.

How does LyfeSci Research & Innovation make money?

Two revenue lines are on record. Clinical Research Services (CRO) is the primary driver. The others are specialized Consulting Services.

Who are LyfeSci Research & Innovation's main competitors?

Broad incumbents on record are Parexel, ICON plc, WCG and IQVIA. Direct peers are Reify Health, Medable, Science 37, Thread Research, ObvioHealth and Castor.

Does LyfeSci Research & Innovation have an API?

No public API is recorded for LyfeSci Research & Innovation.

What industry is LyfeSci Research & Innovation in?

LyfeSci Research & Innovation's product category is Contract Research Organization (CRO) / Clinical Research Services. Its primary akta.pro industry code is HLAGAJAM, Clinical Trial Informatics (EDC/CTMS/eCOA/eTMF), with a secondary code of HLAGAOAA, Clinical Operations & Monitoring FSP (CRA/CTM/Start-up). Its NAICS code is 54171 and its SIC code is 8700.

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Live signals
Business Wire BlogLyfeSci Research & Innovation Acquires Clinically Media to Expand Patient-Centric Clinical Trial CapabilitiesLyfeSci Research & Innovation, a Chicago-based clinical research organization, has acquired Clinically Media, a patient recruitment company specializing in data-driven, inclusive enrollment strategies. The acquisition integrates patient recruitment capabilities directly into LyfeSci's CRO model, enabling coordinated study design, site selection, and recruitment execution for sponsors across dermatology, neurology, and psychiatry therapeutic areas. Clinically Media will continue operations under the LyfeSci brand while its team and expertise are fully integrated into LyfeSci's end-to-end clinical trial services.YahooLyfeSci Research & Innovation Acquires Clinically Media to Expand Patient-Centric Clinical Trial CapabilitiesLyfeSci Research & Innovation, a Chicago-based full-service clinical research organization, has acquired Clinically Media, a patient recruitment company specializing in data-driven, inclusive enrollment strategies. The acquisition integrates patient recruitment capabilities directly into LyfeSci's CRO model, expanding its end-to-end clinical trial services with expertise in dermatology, neurology, and psychiatry. Clinically Media will continue operations under the LyfeSci brand, with its team and expertise fully integrated into LyfeSci's service offerings.Business Wire BlogPhysician-Led CRO, LyfeSci Research & Innovation, Launches with Outcomes-Focused Approach, Advancing Clinical Research from Pre-Clinical to Real-World EvidenceLyfeSci Research & Innovation, a physician-led CRO, launched with a site-first, patient-centered approach. It offers services from pre-clinical studies through real-world evidence and data, aiming to improve study timelines and research quality. The company emphasizes collaboration across stakeholders to reduce investigator burdens.YahooPhysician-Led CRO, LyfeSci Research & Innovation, Launches with Outcomes-Focused Approach, Advancing Clinical Research from Pre-Clinical to Real-World EvidenceLyfeSci Research & Innovation, a physician-led CRO, launched on October 21, 2025, with a site-first, patient-centered approach. It offers services from pre-clinical studies through real-world evidence and data analysis. The company aims to improve study timelines and research quality.