Platform Overview
The AI platform that meets your team where they work
Connect 18 data sources, deploy AI agents with 100+ tools, enforce governance policies, and deliver answers across Slack, Teams, web, and the browser extension.
How it works
Data flows from your sources through the ZenSearch core and out to every surface your team uses.
Search & Retrieval
Enterprise-grade hybrid search that combines dense vector similarity, sparse keyword matching, and cross-encoder reranking for consistently accurate results.
- Dense + sparse hybrid vector search
- Cross-encoder reranking for top-K precision
- Verified citations with page/slide/line references
- Answer confidence scoring (High / Medium / Low)
- Query expansion and shape-aware retrieval
- Context decay weighting for freshness
Agent Orchestration
Graph-based execution: Init → Plan → LLM → Tools → Synthesize → Complete. Agents plan, act, remember, and produce versioned artifacts.
100+ built-in tools
Search, database, Google Workspace, M365, Zendesk, Airtable, Notion, webhooks, MCP
Three-layer self-improving memory
Persistent facts, observational compression (80%+ on long sessions), and procedural workflows that the agent learns from its own successes
Multi-agent delegation
Agents hand off subtasks to specialist agents in the same team via discover_agents + delegate_to_agent (depth-limited)
Canvas artifacts
Versioned content objects with diff view and user editing
Scheduled automations
Cron + event triggers with webhook, Slack, or email delivery
Governance & Compliance
Policy engine with risk tiers, cross-surface approvals, identity federation, and complete audit trails. AI governance that scales with your organization.
- Risk tiers T0-T5 with 3-level policy resolution
- Cross-surface approve/deny workflows
- Identity federation (Slack, Teams, Google, OIDC)
- Memory scope, retention, and visibility policies
- Complete audit logging with redacted parameters
Deliver Everywhere
The same AI assistant available across every surface your team uses, with cross-surface conversation continuity.
Admin & Operations
Control Tower gives platform admins a single dashboard for connector health, model costs, agent performance, automation schedules, failed runs, and sync monitoring.
Ready to get started?
Evaluate the free Lite self-host edition or talk to our team about an enterprise deployment.