One platform, two promises
Enterprise AI adoption fails in one of two ways: the compliance team blocks it, or the users route around it. NuBench is built to survive both — governance rigorous enough to approve, collaboration good enough to prefer.
Why your compliance team says yes
The governance track
Every prompt passes through sixteen governance steps before it reaches a model — classification, data-loss prevention, budget control, immutable audit.
Walk through the pipelineWhy your teams actually want to use it
The collaboration track
Shared sessions, conversation branching, and model switching mid-conversation — designed for consulting, legal, and accounting engagements.
See the collaboration modelPlatform capabilities
Push Notifications
Real-time alerts on iOS, Android, and desktop — no native app required. VAPID web push with APNs and FCM for native clients.
Mobile App
Full-featured iOS and Android experience via PWA and React Native wrappers. Biometric auth, offline-capable, background notifications.
Browser Use
AI agents that can navigate the web, fill forms, extract data, and interact with any website on your behalf — fully audited.
Agent Fleets
Persistent, managed teams of AI agents scoped to your organizational hierarchy. Governance parity with human users, built in.
Image Analysis
Upload images, screenshots, diagrams, and documents. The AI extracts meaning, answers questions, and cites specific regions.
Real-Time Web Search
Ground responses in live data. Search results are fetched, ranked, and injected into context — with citations visible to the user.
Image Generation
Generate images from natural language prompts, inline in your conversations. Classification-aware: PHI conversations cannot generate public images.
Live Artifacts
Code, HTML, React, and Markdown rendered live beside the conversation. Edit, re-generate, and export without leaving the chat.
Desktop App
Native desktop client for macOS and Windows. Deep OS integration, local file access with classification controls, offline drafts.
NuBench Dev Worker
Run the AI coding agent loop against your local machine or CI runner. Outbound HTTPS only — no inbound ports, no VPN required.
Secrets Vault
Store API keys and credentials in your private vault. The AI can use them in agent tasks without ever exposing the raw value.
Custom Instructions
System-level instructions at every layer: platform default → tenant default → hierarchy node → user preference → per-conversation override.
Knowledge Bases
Index your firm's documents with pgvector. Classification-enforced retrieval surfaces the right context automatically, scoped by hierarchy.
Shared Conversations
Share conversations or branches with colleagues and clients. Classification locked at share time; access revocable instantly.
Conversation Continuation
Automatically handles context window limits — summarises and continues long conversations without losing work or the audit trail.