Features
Zero-shot automated labeling using foundation models
Prompt-based labeling (text prompts for object/class detection)
Model-assisted labeling (SAM, SAM 2, SAM 3 integration)
Active learning based labeling automation
Seamless SDK integration for pipeline automation
Pre-annotation upload for review and editing
Project management with analytics and EDA
Support for image, video, text, audio, DICOM, LiDAR, NIfTI
Smart guidelines and third-party annotation vendor access (premium)
Attach custom models (HuggingFace, OpenCV) on demand
Human-in-the-loop services
Dataset management module
Smart feedback loop for iterative improvement
Master Control Panel for event tagging (2026 update)
Foundation model-powered segmentation improvements
Access 100+ data providers for firmographics, technographics, funding
Live intent signals: job changes, funding, hiring, website visits
AI research agents for deep company and competitor analysis
Built-in AI sequencer for multi-channel outreach with warmup
Native email sending with automated warmup
Lead scoring based on propensity to buy
Local business search from Google Maps with import
Enriched LinkedIn posts, company details, and mobile numbers
HTTP API and webhooks for custom integrations
CRM sync with HubSpot and Salesforce (Pro+)
Credit-based system: 1 credit per email, 10 credits per phone
Unlimited users on all paid plans
Web scrapers for custom data extraction
Company Lookalike Finder (Growth+)
ABM (Account-Based Marketing) on Pro+
