Artisan
Type: app · Vendor: Artisan · Language: Web product · License: proprietary · Status: active · Status in practice: emerging
Hosted AI SDR named Ava that prospects across 250M+ B2B contacts, runs continuous A/B-tested multi-channel sequences, handles replies and books meetings into rep calendars.
Description. Artisan sells Ava, an AI SDR positioned as an autonomous outbound prospecting worker. Ava enriches contacts from 22+ data sources, ranks them by intent signals, sends personalised email and social touches, queues call steps in a native dialer, runs many message variants in parallel and shifts traffic toward winners, then qualifies replies and books meetings with configurable escalation rules. Marketing copy is detailed; internal agent architecture, model provider, and tool framework are not published.
Agent loop shape. Hosted, continuously-running worker. Ava ingests CRM and contact-graph signals, prioritises prospects by intent, generates per-prospect copy across email and social, dispatches via the connected channels, listens for replies, qualifies and books meetings, and concurrently runs many message variants whose traffic share is rebalanced by outcome. Human reps are pulled in through customer-defined escalation rules. The vendor does not publish the underlying loop or tool framework.
Primary use cases
- autonomous outbound SDR over email and social
- signal-driven prospecting on a hosted contact graph
- continuous A/B testing of message variants per campaign
- reactivation of closed-lost and churned accounts
Key concepts
- Ava (docs) — The single named AI SDR agent that runs prospecting, sequencing, replies and booking.
- Multi-source enrichment (docs) — Per-prospect enrichment from 22+ data sources, ranked by intent.
- Continuous A/B testing (docs) — Dozens of message variants per campaign with auto-rebalancing.
- Escalation rules (docs) — Customer-defined trigger for handing a reply to a human rep.
Patterns this app implements —
- ★★Tool Use
Ava sends email and social touches, queues calls in a native dialer, and pulls from 22+ data sources plus HubSpot/Salesforce/Google/ZoomInfo/BigQuery. Underlying tool-calling surface not published.
- ★★Approval Queue
Customer-defined escalation rules act as a human-in-the-loop gate on replies.
- ★Best-of-N Sampling
Many variants run in parallel and traffic shifts to winners — best-of-n at the campaign level.
- ★★Scheduled Agent
Vendor describes Ava as continuously prospecting 24/7 but does not document explicit schedules or cron-style triggers. Honest downgrade from first-class.
Neighbourhood
Click any neighbour to follow the lineage. Scroll to zoom, drag to pan.