Frontier conversation & content tools—built for enterprise
A unified system for chat, search, voice, and image generation with 256K context. Grounded answers you can verify, fast iterations your teams will love, and controls your security team will sign off on.
256K context
Citations & traces
SSO / SCIM / RBAC
Audit logs
Data residency options
Under the hood
Mixture-of-Experts
~32B activated · ~1T total
~32B activated · ~1T total
Long context
256K tokens across chat, search, voice, images
256K tokens across chat, search, voice, images
Agentic loop
Plans steps, calls tools, executes tasks with guardrails
Plans steps, calls tools, executes tasks with guardrails
Two editions: Upcube-Base (max control) and Upcube-Instruct (drop-in, reflex-grade).
Work with the best of our models & capabilities
Chatbot
- Resolve issues with long-context understanding and structured outputs (JSON, markdown, code).
- Grounded answers with quotes & links; transparent reasoning traces.
- Role/system prompts to lock tone, safety, and brand voice.
Search
- Blend the open web with your KB, drive verifiable answers.
- Snippet-level citations, link cards, and source confidence cues.
- Safe fallbacks when sources are weak or conflicting.
Voice
- Low-latency, full-duplex; barge-in and interrupt naturally.
- Hands-free workflows for support, ops, and sales.
- Configurable styles for on-brand speech.
Images
- Photorealistic or stylized generation for product, ads, social.
- Presets, aspect controls, disclosure cues for synthetic media.
- Batch flows and naming rules for content ops.
Connect to your company data & tools
Integrations
- Built-in connectors or custom hooks for docs, tickets, dashboards.
- Index SharePoint/Drive/Box/Git repositories with scoped permissions.
- Grounded retrieval with policy-aware access checks.
Tool calling, safely
- Action handlers with allow-lists, per-role rate limits, and dry-run modes.
- Signed requests, audit trails, and reversible operations where possible.
- Escalation steps for higher-risk actions (writes, purchases, deletions).
How every team ships more, faster
Engineering
- Explain code paths, draft PRs, generate tests, and triage logs.
- Refactor suggestions with diffs; CI comments with rationales.
- RAG over design docs and RFCs with citations.
Product & Design
- Condense research, synthesize themes, propose bet specs.
- Storyboard & generate concept visuals; voice-over scripts on tap.
- Changelog drafts and help-center updates with links to sources.
Marketing
- On-brand content with style locks; campaign variants at scale.
- Search-grounded claims with citations for compliance review.
- Ad visuals and thumbnails with preset packs.
Sales & Success
- RFP answers grounded in KB; deal notes summarized with links.
- Voice assist for call prep and objection handling.
- Case-deflection chat with transparent sources.
Finance & Legal
- Policy and contract search with paragraph-level quotes.
- Variance analyses, scenario tables, and narrative summaries.
- Redline assistance with tracked rationale.
IT & Operations
- Ticket triage, SOP lookup, and hands-free voice walk-throughs.
- Runbooks with step traces; change windows & approvals aligned.
- Analytics on questions, gaps, and deflection rates.
Enterprise-grade security, privacy, and control
Data stewardship
- No business conversations used to train by default.
- Custom retention windows; export & deletion flows.
- Encryption in transit & at rest; optional IP allow-lists.
Identity & access
- SAML SSO, SCIM provisioning, role-based permissions.
- Granular tool scopes, per-connector access policies.
- Comprehensive audit logs and event streaming.
Compliance posture
- Support for SOC 2-aligned controls and third-party testing.
- Administrative console, usage analytics, policy enforcement.
- Responsible disclosure & external penetration testing.
Talk to us about your specific regulatory needs (e.g., BAAs, data residency). We’ll align deployment to your governance model.
Platform overview
| Area | Highlights |
|---|---|
| Models | Upcube-Instruct (drop-in) and Upcube-Base (fine-tune & guardrails). MoE ~32B activated, ~1T total. |
| Context | 256K tokens standard for long threads, large docs, and richer outputs. |
| Search | Grounded retrieval with quotes, links, confidence cues, and safe fallbacks. |
| Voice | Full-duplex, low-latency; barge-in, styles, and interruption handling. |
| Images | Photorealistic/stylized with presets, aspect controls, disclosure cues. |
| Builders | Clean JSON APIs, embeddable widgets, webhooks, action handlers, role/system prompts. |
| Admin | SSO/SCIM, RBAC, org policies, usage analytics, audit logs, event streaming. |
Trusted by leaders & their teams
“Upcube became the connective tissue of our workflow—grounded answers we can trace, image and voice where it counts, and controls our security team actually likes.”
— Head of Platforms, Global Software Company
Partner with us on your AI strategy
Deployment guidance
- Best-practice playbooks and role-based enablement.
- Pilots with success criteria and safety gates.
- Change management templates & workshops.
Advisors
- Access to engineers & domain experts for complex rollouts.
- Architecture reviews and data-governance alignment.
- Red-team & evaluation support for high-risk surfaces.
Ongoing support
- 24/7 support with SLAs; premium options available.
- Dedicated contact and on-call availability.
- Roadmap reviews and quarterly optimization.
Frequently asked questions
Do you train on our business data?
No. Enterprise conversations are not used to train by default. You control retention and export.
Can we restrict which tools actions can call?
Yes. Use per-tool allow-lists, role scopes, and dry-run modes; all calls are logged with context.
How are citations produced?
Search results return snippet-level quotes and links; answers can include trace summaries of steps taken.
What about data residency?
Discuss your residency requirements with our team; we’ll map deployment options to your policy.
Bring Upcube to your enterprise
From pilot to company-wide rollout, we’ll help you launch quickly—with the safety, privacy, and controls your org expects.
What happens next
- Discovery call: goals, governance, and success criteria.
- Pilot plan: cohorts, guardrails, evaluation metrics.
- Enablement: admin setup, team training, launch support.
- Scale: analytics, policy tuning, integrations & automation.
Prefer email? upcubeco@gmail.com
Upcube Inc. · New York, NY 10005 · USA