Outset

What Outset does

Outset is an all-in-one AI-moderated research platform that bridges the gap between what consumers say and do, offering unprecedented speed and scale. It enables researchers to conduct AI-moderated interviews, recruit participants, and synthesize insights in minutes. The platform uses intelligent AI moderation that dynamically probes based on audio and visual cues, synthesizes instantly, and provides highly relevant summaries, themes, powerful quotes, and customizable highlight reels. Outset is designed for enterprise researchers, offering a simple workflow from guide setup and participant recruitment to AI-moderated interviews, instant synthesis and analysis, and easy stakeholder shareout. It supports various research types, including qualitative and quantitative, across multiple languages and industries, ensuring security and compliance with certifications like SOC 2 Type II, GDPR, and HIPAA.

Key capabilities

• AI-Moderated Interviewing (Text, voice, video, voice-to-voice responses)
• Customized dynamic programming setup
• Multilingual capabilities (40+ languages)
• Custom, BYO, and AI-generated guides
• Custom AI moderator training
• Custom interviewer branding
• Project setup and guide programming by Outset team
• White-labeling
• Orchestration of data collection
• Custom survey integrations
• Ongoing expert support
• Real-Time Synthesis + Analysis
• Custom reports
• Explore mode (global search)
• Sharable report links
• Chat with your data
• Full interview playback
• Upload researcher-led interviews for analysis
• Highlight reels
• Auto-tagged themes and transcripts
• Transcript-wide analysis
• Export data (CSV, PPT, PDF, video)
• Guided review of analysis with Outset researchers + custom reporting support
• Recruitment (Custom screener and quotas, BYO panel and customer lists, Recruitment via Outset, Sharable recruitment link, Custom panel sourcing by Outset, Bespoke recruitment management)
• SOC 2 Type II certified
• Vulnerability scanning
• GDPR compliant
• HIPAA compliant
• Never trained on your data
• Encrypted at rest
• Automatic fraud tagging (99%+ accuracy)
• TLS 1.3 + data transmission
• Automatic tagging of incomplete answers
• SSO
• Data-segregated workspaces
• Observer user seats
• Team workspaces
• Custom interview branding
• Onboarding & customer support
• Strategic support on moderator training, stimuli, and recruitment planning
• Dedicated customer success manager
• Continuous check-ins to optimize future studies
• Dedicated project management throughout your studies
• Advanced research design consultation and QA
• AI-Driven Synthesis
• Speed & Scalability
• Fraud Detection
• Visual Intelligence
• AI-guide creation companion
• Abyss mode (up to 10 smart follow-ups per question)
• Screensharing & picture-in-picture
• Complex Concept Testing Support
• Quant and Qual in One
• AI quality detection
• Seamless, built-in recruiting
• Monadic Testing
• Protomonadic Testing
• Comparative Testing
• Custom & Dynamic Probing
• AI Guide Companion
• Flexible & Integrated Panels
• Custom Screeners
• AI-Generated Highlight Reels
• Top-Line Reporting
• Visually Aware Context

Use cases

• Discovery research
• Evaluative research
• Market Strategy (explore new markets, uncover customer segments)
• Personas (build robust, up-to-date personas)
• Brand Research (learn what brand means to customers)
• Concept Testing (validate product ideas and concepts)
• UX & Usability (catch usability issues and design problems)
• UX Evals (evaluate non-deterministic, AI-generated user experiences)
• Creative Testing (test creative components and get feedback)
• Market Research (explore customer needs, test creative concepts and messaging)
• UX Research (run discovery interviews, concept tests, usability tests)
• Consumer Insights (uncover consumer motivations)
• Product Market Testing (validate ideas, reduce risk, bring better products to market)
• Product Market Testing for new product development
• Market segmentation research
• Category & Market Exploration
• Opportunity & Greenspace Mapping
• Unmet Needs & Jobs-to-Be-Done Deep Dives
• Competitive Switching Interviews
• First-Impression Tests
• Patient Experience Research
• Digital Health & App Testing
• Concept & Messaging Testing for Healthcare Products
• Provider & Clinical Workflow Research
• Onboarding Optimization Studies
• Product-Led Growth Funnel Research
• Competitive Positioning Research
• Brand Perception & Associations
• Positioning & Claim Validation
• Brand Trust & Credibility Diagnostics
• Competitive Brand Landscape
• Rapid Discovery & Reporting Cycles
• B2B & Expert Voice of Customer
• Large-Scale Qualitative Confidence
• Segmentation Validation

AI approach

Outset.ai provides an AI-moderated research platform that uses AI to conduct interviews, synthesize insights, and automate various research tasks. The AI dynamically probes participants based on audio and visual cues, generates interview guides, analyzes data for themes and summaries, creates highlight reels, and detects fraud. It also supports multilingual moderation and visual intelligence to understand user behavior beyond verbal responses.

Tech named: AI-moderation, AI-driven synthesis, AI-generated guides, AI moderator training, AI-powered fraud agent, AI-quality agent, natural language processing, visual intelligence

Industries served

• Healthcare
• Enterprise Software
• Consulting
• Consumer Technology
• Retail & E-Commerce
• Consumer Packaged Goods
• Financial Services
• Travel & Hospitality
• Media & Entertainment
• Telecommunications
• Insurance
• Automotive
• Food & Beverage
• Recreation & Wellness
• Education

What it says sets it apart

• AI-moderated research that listens, sees, and understands
• All-in-one platform for entire research lifecycle
• Unprecedented speed and scale for qualitative research
• Intelligent AI-moderation that dynamically probes based on audio and visual cues
• Instant synthesis and analysis to paint clear, context-aware pictures
• Ability to unlock research otherwise impossible due to time, place, or language barriers
• Simple workflow designed for enterprise researchers
• Multilingual capabilities (40+ languages) and global participant recruitment (1.1B+ participants from 85+ countries)
• Enterprise-grade security and compliance (SOC 2 Type II, GDPR, HIPAA)
• Automatic fraud tagging with 99%+ accuracy
• Never trains on customer data
• AI-driven synthesis solution with features like Chat With Your Data, Highlight Reels, Custom Reports
• Integrated recruitment partners (e.g., Prolific, User Interviews, Rally) and BYO panel options
• Ability to test with synthetic users
• Custom interview branding and interviewer white-labeling
• Data-segregated workspaces for mature teams
• Dynamic AI interviewer that interacts like a human moderator
• Depth that scales, clearer signals, and research that keeps pace
• Ability to run hundreds of interviews simultaneously across multiple workstreams
• Emotional Intelligence to understand feelings based on facial reactions and intonation

Funding rounds we track

From the AI funding tracker — rounds as reported by the linked publications.