CAPABILITIES & SAMPLE LIBRARY

Explore session formats, outputs, samples and data categories.

Sixty-two patterns across ten session formats. Every entry is a real session captured with a named, paid, consenting practitioner. Filter by format, mode, participants, or the kind of human signal you need.

Session formats
10
Delivery modes
A  +  B
Session patterns
62
Examples per pattern
3

Formats engineered to capture the human experience.

Every pattern in the library belongs to one of these ten formats. Each format defines the shape of the session — who is present, who leads, and what kind of work is being captured.

The sample library.

Each row is a session pattern. The front of the card shows title, format, and modality emphasis. Click a row for the full pattern record — pattern, illustrative scenario, outputs, configuration, capabilities served, visual artefact, and adjacent patterns in the graph.
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PROPRIETARY TOOLING

The extraction stack, built over eight years.

Every sample in the catalogue is produced through Askable's audited platform — the same SaaS that 10,000+ research teams use daily, repurposed for LLM training-data extraction. Not consultants with spreadsheets. Code paths.

Recruitment, consent, capture, moderation, transcription, tagging, review, and delivery all happen inside one system, with one audit trail. That's what makes the work productised — and what makes it hold up under scrutiny at scale.

AI-moderated sessions
230,121& counting
Research teams served
10,000+across enterprise & startup
Participant panel
50+ countries5,300+ cities · triple-verified
Show rate
97.8%63% above industry average
Operating since
20178 yrs of production engineering
T01 · Sourcing

Participant panel

Millions of identity-verified humans across 50+ countries. Triple-verified, paid, consenting. Any demographic, industry, or geography — including the niche audiences others can't reach.

97.8% show rate · 5,300+ cities
T02 · Operations

Participant management engine

Scheduling, calendar sync, SMS & email reminders, identity verification, brief-specific consent, incentive payments, and automated replacements. The entire participant lifecycle, productised.

Global payouts · auto-replacements · consent ledger
T03 · Session

Video call platform

LiveKit-powered real-time A/V, screen-share, and multi-party rooms. Sessions recorded against the consented brief, encrypted in transit and at rest, multi-region routing for low-latency capture.

Multi-region A/V · screen capture · recording-native
T04 · Capture

Multi-method capture suite

Moderated interviews, AI-moderated interviews, remote and live mobile/website testing, prototype tasks, surveys, diary studies. Every modality is a code path on the same platform — mixable per brief.

10 capture methods · one platform
T05 · Unmoderated

Human-behaviour testing suite

Card sorting, tree tests, first-click tests, five-second tests, stack ranking, prioritisation. Structured, unmoderated tasks run at scale — producing clean, quantifiable behavioural signal alongside qualitative capture.

Unmoderated at scale · structured outputs
T06 · Processing

Data processing engine

Real-time transcription, speaker diarisation, semantic embedding, AI annotation, and evidence-linked output structuring. Every finding traces back to a timestamp, a quote, and a participant.

Multi-vendor pipeline · evidence-linked outputs

Every layer above runs inside the same audited platform. One identity system. One consent ledger. One audit log. One delivery pipeline. That's productisation — not a description of how we work.

See the audit posture
WANT THE WHOLE LIBRARY?

The full catalogue, with raw artefacts, is delivered under partnership.

The public site shows the front of the card. The lab partnership unlocks the underlying capture: video, audio, transcripts, structured logs, attribution chains.