For Product & Engineering
Your AI-Powered Smart Workspace for Product & Engineering
Simplify your daily operations, unify your team's knowledge, and accelerate your business growth with Sampling Labs, your AI-powered teammate and smart generative search engine.
AI Search
Find answers across tools, docs, and chats—instantly and accurately.
ChatGPT Integration
Chat with your company’s knowledge base—powered by OpenAI.
Intranet-Like Hub
One centralized workspace for people, projects, files, and updates.
Knowledge Ingestion
Upload docs, wikis, emails—automatically indexed into the AI brain.
Context-Aware Chat
Ask questions and get role- or file-specific responses instantly.
Personalized Learning
AI builds growth roadmaps tailored to each employee’s role.
Progress & Analytics
Track learning, content usage, and knowledge gaps across teams.
Secure Enterprise Stack
Built with RBAC, SOC-2 readiness, and private vectorized storage.
FEATURES
Empower Your Product & Engineering Teams with AI-Driven Knowledge Access
Accelerate development cycles and enhance product quality with instant, AI-powered access to your organization's technical knowledge.
Integrate Your Development Stack
Connect over 70 tools, including GitHub, Jira, Confluence, and Slack, to centralize your code repositories, project documentation, and communication channels.
Deliver Contextual Knowledge
Provide engineers and product managers with real-time, verified information within their existing workflows, reducing context-switching and enhancing productivity.
Enhance Strategic Decision-Making
Leverage AI-powered insights to inform strategic decisions, ensuring consistency and accuracy across development processes.
statistics
Drive Efficiency and Innovation in Your Product & Engineering Operations
Building great products starts with shared context. Sampling gives product managers, engineers, and designers instant access to past specs, decisions, and technical knowledge—so nothing slips through the cracks. Teams ship faster, collaborate smarter, and reduce time wasted digging for answers.
3x
faster onboarding for new developers.
48%
drop in duplicate feature requests or redundant tickets
65%
reduction in time to find past feature specs and decisions
