# Shaip — Vendor Intelligence Profile
> Source: Vedex (https://vedex.ai) | Generated: 2026-10-05T09:38:14.516Z

## Overview

- **Vendor Type**: data_provider
- **Headquarters**: USA
- **Year Founded**: 2018
- **Employee Count**: 250
- **Description**: General Overview
The table lists multiple specialties such as Allergy & Immunology, Anaesthesiology, Cardiology, Critical Care, Dentistry, Dermatology, Emergency Medicine, Endocrinology, ENT, Family Medicine, Gastroenterology, General Medicine, Geriatric Medicine, Haematology, Haematology-Oncology, Internal Medicine, Nephrology, Neurology, Neurosurgery, Obstetrics & Gynaecology, Occupational Medicine, Oncology, Ophthalmology, Oral Surgery, Orthopaedics, Osteopathic, Pain Medicine, Pathology, Paediatrics, Physiatric, Physical Therapy, Plastic Surgery, Podiatry, Preventive Medicine, Psychiatry, Psychotherapy, Pulmonology, Radiology, Rehabilitation, Rheumatology, Sleep Medicine, Speech Therapy, Sports Medicine, Surgery, Urology, Wound Care, and Unknown.
Each specialty is further categorized by work types such as Clinic Note, Consultation, Letter, Operative Report, Progress Report, Radiology Report, Transfer Summary, etc.
The table provides the sum of total character count and total audio hours for each work type within each specialty.
The Comprehensive Multispecialty Medical Records Dataset represents a vast and diverse compilation of medical records sourced from multiple specialties, making it an invaluable resource for advancing healthcare innovations. This dataset is designed to meet the growing needs of researchers, data scientists, and healthcare professionals seeking high-quality, real-world data for developing and validating machine learning models, enhancing clinical workflows, and driving data-driven decision-making in the healthcare industry.
Scope and Scale:
Specialties Included:
The dataset spans 31 distinct medical specialties, ranging from Cardiology and Internal Medicine to more specialized fields such as Sleep Medicine, Psychiatry, and Rheumatology. Each specialty is well-represented with a diverse array of document types, providing a comprehensive view of patient care across different medical disciplines.
Document Types:
The dataset includes a variety of work types such as Clinic Notes, Consultation, Letters, Operative Reports, Progress Reports, Radiology Reports, and Transfer Summary. This extensive categorization allows for in-depth analysis and modelling, making it ideal for applications requiring diverse clinical documentation.
Volume:
With a total character count exceeding 24.7 billion and over 271,997 hours of audio recordings, this dataset offers unparalleled depth, making it suitable for large-scale machine-learning projects and comprehensive clinical research.
Key Highlights
Total Character Count:
24,706,408,846
Total Audio Hours:
271,997.465
Specialties:
Physician dictation and transcripts cover 31 specialties such as Cardiology, Internal Medicine, Family Medicine, Surgery, and others.
Dictation Audio Devices:
Audio captured from various devices:
Telephone Dictation (54.3%)
Digital Recorder (24.9%)
Speech Mic (5.4%)
Smartphone (2.7%)
Unknown (12.7%).
Geographical Coverage:
The dataset includes dictation audio from physicians across nearly all US states, ensuring broad regional representation and variability in medical practice styles.
Physician Age Groups:
The dictation audio encompasses a wide age range of physicians, from 30 to over 70 years old, providing a diverse perspective on clinical practice and communication styles.
30-50 years (32%)
50-70 years (54%)
70+ years (13%).
Compliance and Privacy:
All audio and text records in the dataset have been meticulously de-identified in accordance with Safe Harbor Guidelines and HIPAA compliance, ensuring that patient privacy is fully protected while maintaining the integrity and usability of the data for research and development purposes.
- **Slogan**: Better AI Training Data Better Result
- **Domain**: shaip.com
- **Contact Email**: partner@shaip.com
- **Company Website**: https://www.shaip.com

## Categories & Sectors

- **Categories**: AI Training Data, Health and Life Sciences, Life Sciences Commercialization, Machine Learning, Patient 360, Personalize Customer Experiences, Population Health Management, Providers
- **Sectors**: Life Sciences, Artificial Intelligence, Machine Learning

## Marketplace Presence

- **Source Platforms**: databricks_marketplace, datarade, snowflake_marketplace
- **Platform Count**: 3
- **Delivery Methods**: API
- **Geographic Coverage**: Global

## Intelligence Scores

- **Vendor Score**: 69.6
- **Market Presence**: 47
- **Trust & Compliance**: 98
- **Integration**: 67.3
- **AI Readiness**: 41
- **Business Maturity**: 34
- **Support & Operations**: 83.6

## Trust & Compliance (vendor-reported)

> These are the vendor's own attestations as collected from public sources, not Vedex's. Verify directly with the vendor.

- **Trust Score**: 100/100 (based on vendor-reported attestations, not verified by vedex)
- **SOC 2 Type II**: Yes (current report available)
- **ISO 27001 Certified**: Yes (with certificate date)
- **GDPR Compliance**: Fully compliant (DPA available)
- **Encryption Standards**: AES-256 for data at rest and TLS 1.2+ for data in transit.
- **Penetration Testing**: Annual third-party penetration testing and continuous vulnerability scanning.
- **Historical Breach Record**: No public incident found in our search (unverified)
- **Data Residency Options**: US, EU, Client choice
- **Written Compliance Policies**: Data privacy, Information security, Intellectual property

## AI & ML Readiness

- **LLM-Friendly Output Formats**: JSONL (fine-tuning ready), Structured JSON with schemas
- **File Formats Supported**: CSV, JSON, JSONL, XML
- **SDK Languages**: Python

## Business & Funding

- **Funding Stage**: Bootstrapped
- **Estimated ARR Range**: $10-50M
- **Key Customers**: Healthcare providers, AI research firms, Technology companies
- **Key Partnerships**: Airtm, Ubiquity

## Competitors

- **Competitors**: DataSeeds.AI, FileMarket, Knuckle Head, Nexdata

## Links

- Vedex Profile: https://vedex.ai/vendor/shaip-92b011
- Due Diligence: https://vedex.ai/due-diligence/shaip-92b011