Pro-ficiency
Pro-ficiency provides simulation-based training and compliance software for clinical trials, serving pharmaceutical, biotechnology, and CRO customers. Its adaptive learning platform and Panorama KOL insights engine are now part of Simulations Plus.
- Company typePrivate
- Founded2014
- HeadquartersRaleigh, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Pro-ficiency does
Pro-ficiency, founded in 2014 and headquartered in Raleigh, NC, provides simulation-based training and compliance solutions to the life sciences industry, with a primary focus on pharmaceutical, biotechnology, and contract research organization (CRO) customers running clinical trials. Its core product, the Pro-ficiency® adaptive learning platform, replaces traditional LMS-style clinical trial training with immersive simulation scenarios, AI-based avatars, pre-developed 3D human body rendering, and behavior-based performance analytics that target protocol deviations — which the company estimates cost roughly $500,000 per amendment — by training site investigators and staff on protocol execution in a risk-free environment. The platform underpins a horizontal offering that extends into Protocol Optimization, Continuing Medical Education, the Panorama KOL Insights Engine (acquired via Compass Group Partners in 2023), and the Sigma data dashboard hosted on Snowflake, addressing use cases across clinical operations, medical affairs, and commercial launch preparation.
The business operates a hybrid B2B revenue model combining subscription-based enterprise software (quote-based, multi-year contracts with a free evaluation option) and professional services for protocol optimization, experiential simulation production, and medical communications. Distribution is primarily direct enterprise field sales supplemented by a dense calendar of life sciences industry events, an extensive content/resource center, and webinars. Following the July 2022 acquisition of Fugitive Labs and June 2023 acquisition of Compass Group Partners, Pro-ficiency was itself acquired by Simulations Plus, Inc. (NASDAQ: SLP) in approximately August 2024, bringing it under a biosimulation and pharmacometrics platform that spans the drug development continuum. Simulations Plus is in turn subject to a pending acquisition by healthcare-focused private equity firm Altaris, LLC, which at closing would combine Pro-ficiency with Chemical Computing Group (CCG). Integration challenges surfaced in 2025, including disclosed internal-control issues, acquisition-related accounting charges, and an active securities fraud investigation by Bleichmar Fonti & Auld LLP, which represent material governance risk on top of the underlying business.
Revenue is not publicly disclosed; total disclosed funding prior to acquisition was approximately $6.15M across two rounds in 2021 and 2022, and headcount is reported in the 11-50 range. Quantified customer outcomes include 85.5% superior-experience ratings from 1,352 surveyed site investigators, 87.2% reporting that the simulation helped avoid a protocol deviation, and a CDC HIV treatment protocol deployment (n=4,026) in which pass rates rose from 69% to 97% after simulation training. The company has received 2025 Comparably workplace awards (Best Company — Happiest Employees, Best Company for Women, Best Company Outlook, Best Company Perks and Benefits) for a fully remote workforce.
Pro-ficiency firmographics
Firmographics- Name
- Pro-ficiency
- Legal name
- Pro-ficiency, LLC
- Website
- https://pro-ficiency.com
- Company type
- Private
- Founded year
- 2014
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- Pro-ficiency provides simulation-based training and compliance software for clinical trials, serving pharmaceutical, biotechnology, and CRO customers. Its adaptive learning platform and Panorama KOL insights engine are now part of Simulations Plus.
- Ownership category
- akta.pro rank
Pro-ficiency industry classification
Industry- Product category
- Clinical Trial Training Software
- NAICS
- Computer Training (611420), Professional and Management Development Training (611430), Educational Support Services (611710)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Clinical Operations & Monitoring FSP (CRA/CTM/Start-up) (HLAGAOAA)
- akta.pro secondary industry
- Learning Data Infrastructure & Interoperability (LRS, xAPI/LTI/OneRoster, Data Pipelines) (EDAFAFAJ)
Keywords
Where Pro-ficiency is headquartered
LocationHeadquarters
- HQ city
- Raleigh
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Pro-ficiency business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Simulation-based Training Software Platform: Pro-ficiency offers its adaptive learning platform as a subscription-based software solution for clinical trial training, providing simulation experiences, data tracking, and performance analytics.
- Consulting Services: Professional consulting services including clinical consulting, protocol optimization, experiential simulation, and medical communications for life sciences companies.
- Panorama KOL Insights Platform: Subscription-based platform for key opinion leader identification and engagement, configured to individual company needs.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Enterprise software with free evaluation option |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels5 records
Pro-ficiency product offering
Product offeringCore offering
Pro-ficiency provides the Pro-ficiency® adaptive learning platform, a SaaS-based simulation training solution that delivers immersive, scenario-based training for clinical trial site staff, replacing traditional LMS systems. The platform uses AI-based avatars, 3D scientific animations, and prescriptive behavior-based analytics to drive protocol comprehension and compliance. It also operates the Panorama KOL Insights Engine for medical affairs teams, and offers clinical consulting and protocol optimization services to life sciences clients.
Product overview
Pro-ficiency is a simulation-based training and performance management company for the life sciences industry. The core offering is the Pro-ficiency® adaptive learning platform, which provides immersive simulation-based training for clinical trial site staff. This platform integrates with the Panorama KOL Insights Engine for key opinion leader management, and supports Experiential Simulation services with AI-based avatars. Additional modules include Protocol Optimization, Continuing Medical Education, and the Sigma Data Dashboard for prescriptive analytics. The portfolio operates on Snowflake data cloud infrastructure and serves clinical trials, medical affairs, and commercial markets.
Differentiator
Problem solved
Functional benefit
Brands
- Pro-ficiency®: Next-generation adaptive learning platform providing simulation-based training for clinical trials, featuring immersive content, real-world scenario training, and behavior-based performance analytics.
- Panorama
Products and services
- Pro-ficiency® Platform Next-generation adaptive learning SaaS engine delivering immersive simulation-based training for clinical trial site staff (investigators and coordinators). Replaces traditional LMS with lifelike simulation scenarios, detailed learner data tracking, and behavior-based performance analytics for protocol compliance.
- Panorama KOL Insights Engine Configurable SaaS platform for identifying, scoring, and engaging key opinion leaders (KOLs) in the medical community. Provides comprehensive KOL profiles, the proprietary Panorama Expertise Score, dashboard analytics, sentiment tracking, and conference/event intelligence for medical affairs teams.
- Experiential Simulation Services Custom immersive simulation content produced by Pro-ficiency's in-house studio, including filmed scenarios, AI-based avatars, and pre-developed 3D scientific animations of the human body, tailored to specific learning and communication objectives for clinical trial sponsors and medical affairs teams.
- Protocol Optimization Proprietary consulting methodology that translates complex clinical trial protocols and regulatory documents into streamlined, interactive patient journey simulations including site operational flow. Identifies potential issues before study start-up to help sponsors avoid costly amendments.
- Continuing Medical Education (CME) Online simulation-based continuing medical education customized for healthcare professionals, featuring immersive branching video scenarios with personalized mentoring, advanced analytics dashboards, and AI-powered translation services for multilingual delivery.
Quantifiable outcome
- 85.5% of 1352 surveyed site investigators rated Pro-ficiency as a superior online training experience
- +4 more outcomes
Companies that use Pro-ficiency
Customer profileNamed customers3 records
Segments3 records
Ideal customer profiles3 records
Pro-ficiency technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability10 records
Feature7 records
Pro-ficiency partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered minor.
- Compass Group PartnersminorPro-ficiency acquired Compass Group Partners, a company specializing in medical communications for the life sciences industry. The acquisition expanded simulation-based technologies into medical and commercial markets, adding medical affairs and KOL management capabilities through the Panorama platform.
- Fugitive LabsminorPro-ficiency acquired Fugitive Labs, a product development firm specializing in clinical trials. The acquisition enhanced Pro-ficiency's capabilities in clinical trial performance management and platform development.
Scale indicators5 records
Recent moves1 record
Expansion highlights5 records
Pro-ficiency competitors and assessment
Company assessmentDirect peers
- Kognito: Simulation-based health training platform using interactive role-play with virtual humans for clinical and behavioral health professionals. Direct methodological peer in immersive, AI-avatar-driven health workforce training.
- Clario (formerly CRF Health & Bioclinica): Clinical trial technology provider offering eCOA, imaging, and endpoint solutions. Targets the same sponsor and CRO buyers and competes for the digital clinical operations technology budget.
- Clinical Ink: Provider of eCOA, ePRO, and related clinical trial data capture technology used by sponsors and CROs. Comparable on the clinical trial technology category, end customers, and B2B SaaS subscription model.
- Level Ex: Medical simulation games and training for physicians, used by life sciences companies for HCP engagement. Closely comparable simulation-based learning approach targeting overlapping healthcare professional audiences.
Emerging players
- Saama Technologies: AI-driven life sciences analytics and clinical development platform serving pharma and CRO customers. Adjacent overlap on clinical operations analytics, with overlapping buyer personas at sponsor organizations.
- Paradigm Health (formerly Paradigm): Clinical trial technology and site management company serving biopharma and CROs. Overlaps on the clinical operations and site-staff enablement category Pro-ficiency targets.
Broad incumbents
- Simulations Plus: Pro-ficiency's parent company and the most directly comparable organization, combining biosimulation, pharmacometrics, and modeling software across the drug development lifecycle. Same end customers (pharma, biotech, CROs) and an integrated go-to-market after the 2024 acquisition.
- Medidata (Dassault Systèmes): Clinical trial SaaS platform within Dassault Systèmes, offering EDC, eCOA, RTSM, and analytics for trial sponsors and CROs. Direct overlap on the clinical operations customer base Pro-ficiency serves, with broader portfolio.
- Veeva Systems: Dominant SaaS provider for life sciences across clinical, regulatory, and commercial functions. Veeva Vault competes for the same sponsor and CRO budgets Pro-ficiency targets, and could bundle simulation training into its clinical operations suite.
- Oracle Health Sciences: Provider of clinical trial and pharmacovigilance software (formerly Phase Forward, Siebel Clinical) within Oracle's broader enterprise stack. Competes for the same sponsor-side training, EDC, and analytics wallets.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Pro-ficiency social profiles
Digital presencePro-ficiency financial estimates
Financial estimateRevenue estimate
Valuation estimate
Pro-ficiency leadership team
Management profileNumber of profiles
Profiles11 records
Pro-ficiency subsidiaries and ownership
Company hierarchySubsidiaries3 records
Pro-ficiency funding detail
Funding detailFunding overview
Funding rounds2 records
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Pro-ficiency M&A and investment
M&A and investmentM&A2 records
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Pro-ficiency
What does Pro-ficiency do?
Pro-ficiency provides the Pro-ficiency® adaptive learning platform, a SaaS-based simulation training solution that delivers immersive, scenario-based training for clinical trial site staff, replacing traditional LMS systems. The platform uses AI-based avatars, 3D scientific animations, and prescriptive behavior-based analytics to drive protocol comprehension and compliance. It also operates the Panorama KOL Insights Engine for medical affairs teams, and offers clinical consulting and protocol optimization services to life sciences clients.
Is Pro-ficiency a public or private company?
Pro-ficiency is a private company. It is classified as corporate owned and is currently acquired.
When was Pro-ficiency founded?
Pro-ficiency was founded in 2014. It employs 11 to 50 people.
Where is Pro-ficiency based?
Pro-ficiency is headquartered in Raleigh, United States, in the North America region.
How does Pro-ficiency make money?
Three revenue lines are on record. Simulation-based Training Software Platform is the primary driver. The others are consulting Services and panorama KOL Insights Platform.
Who are Pro-ficiency's main competitors?
Direct peers on record are Kognito, Clario (formerly CRF Health & Bioclinica), Clinical Ink and Level Ex. Emerging players are Saama Technologies and Paradigm Health (formerly Paradigm). Broad incumbents are Simulations Plus, Medidata (Dassault Systèmes), Veeva Systems and Oracle Health Sciences.
Does Pro-ficiency have an API?
No public API is recorded for Pro-ficiency.
What industry is Pro-ficiency in?
Pro-ficiency's product category is Clinical Trial Training Software. Its primary akta.pro industry code is HLAGAOAA, Clinical Operations & Monitoring FSP (CRA/CTM/Start-up), with a secondary code of EDAFAFAJ, Learning Data Infrastructure & Interoperability (LRS, xAPI/LTI/OneRoster, Data Pipelines). Its NAICS code is 611420 and its SIC code is 7372.