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Deploy sovereign AI on your infrastructure - in weeks, not months.
§ 01 · Workroom
One governed workspace for every employee. Chat with any approved model. Work with enterprise agents that search your data, reason over it, and take action - all from one login.
Enterprise SSO Permission-aware Zero data egress Full audit trail
Designed for every employee, not just developers. Enterprise SSO. One login to every approved model and agent.
Not chatbots. Full-stack agents that search your data, reason, create documents, and render application-quality UI inline.
Permission-aware search ensures employees see only what they're authorised to access. Zero egress. On your infrastructure.
Model governance, three-layer guardrails, budget enforcement, full audit trails. Employees get AI. IT sets the boundaries.
Every Workroom interaction is rendered through one workspace at /ace/*. Click through the five surfaces below: the welcome screen with mode toggle, full chat with serif typography, the reasoning trace as the agent plans and executes, inline citations with one-click source preview, and the human-in-the-loop approval gate when actions exceed policy thresholds.
Good afternoon, Sarah.
Knowledge search, actions, and deep research for your enterprise.
What you can do
Search Knowledge
ACL-aware search across all your connected sources
Take Actions
Create tickets, send emails, update CRM with full audit
Deep Research
Multi-step reasoning across documents and the web
File Upload
Drop in PDFs, Word docs, spreadsheets for context
Try one of these
/ace/* in your sandbox today: the welcome screen with mode toggle, the chat surface with serif typography and citations, the live reasoning trace with tool calls and guardrails, the relevance-scored citation cards, and the human-in-the-loop approval gate enforced by the Governance Proxy.Switch between direct AI chat and enterprise agents in one click. No personal subscriptions. No shadow AI. Every model and agent governed by the same policies.
Chat with any approved model
GPT-4, Claude, Gemini, Llama - whatever IT enables. 2,600+ models across 8 tiers. Switch mid-conversation. BYOK per department.
Work with enterprise agents
Agents that search your data, reason over it, create documents and take action. 80+ pre-built, or build your own in Studio.
Three input modes
Type, speak, or upload. Voice via speech-to-text, 6 TTS voices for audio output, drag-and-drop files for context-aware Q&A.
Here's a draft for next Monday's all-hands. Tone: warm but executive. I pulled Q3 highlights from the finance channel - let me know if you want a different emphasis.
Subject - A strong Q3 and what's next
Team, I'm pleased to share that Q3 closed at $10.0M, up 18% on Q2. Enterprise licenses led the quarter…
When you ask about revenue, the agent renders a bar chart. When you need approval, it shows a form with submit buttons. 20 component types across 6 categories - all inline in the conversation.
Application-quality responses
Bar charts, tables, metric cards, approval forms, progress trackers, code blocks. Not markdown - real interactive UI.
Citations with source preview
Every knowledge-based answer comes with citations. Click to preview the original document. Relevance scores show confidence.
Custom components via Studio
Developers build custom A2UI components. Define the schema, build the React renderer, publish to agents.
Based on Q3 data from Salesforce and Finance DB, here are the top revenue drivers:
Share Q3 summary with the board?
Connect 50+ enterprise sources. ACLs sync from source systems automatically. Finance sees finance. HR sees HR. No admin configuration needed.
Permission-aware retrieval
Source-system ACLs enforced at every query. SharePoint, Salesforce, Confluence - all respected in real time.
Hybrid search, not just vector
Six search techniques: vector, BM25, cross-encoder rerank, context expansion, graph traversal, and HyDE.
Quality monitoring built in
Regression detection alerts when answer quality drops. Incremental sync with content hashing keeps sources fresh.
Sources · 3 of 4,212 allowed
Finance Dept · Q4-planning.docx
Confluence · relevance 0.94
CFO memo - hiring controls
SharePoint · relevance 0.88
Board deck - headcount model
Google Drive · relevance 0.81
Executive pay review - restricted
SharePoint · relevance 0.79
Connected sources
Every feature employees love is governed by controls IT needs. Configure models, guardrails, budgets, and access - all from the admin panel.
Model governance
Choose which models and tiers employees can access. Spending limits per department. BYOK per team. Health-aware failover.
Three-layer guardrails
NeMo content safety with 3 NIM microservices. PII scanning with 13 entity types. Prompt injection detection. Topic filtering.
Full audit trail
Every conversation, tool call, and policy decision logged. 180-day retention in ClickHouse. Export for compliance.
Watch how employees chat with models, work with agents, and get governed results - all from one workspace.
Seamless login
Enterprise SSO · SCIM provisioning
Secure collaboration
Permission-aware agent access
Transparent reasoning
See plans, steps and tool calls
Governed by IT
Models, guardrails, budgets, audit
Placeholder · recorded walkthrough to be inserted
“We evaluated every major AI platform. Katonic's Workroom was the only one that could run entirely within our infrastructure while meeting our compliance bar. We were live in three weeks.
Workroom adapts to your deployment. Set the name, brand colour, persona, model tier, capabilities, and guardrails - all from the admin panel. Runtime config. No rebuild.
Name, greeting, brand
Assistant name, welcome greeting, icon, and primary brand colour. CSS variables update sidebar, buttons, links, and chat avatar across every component.
Persona + behaviour
Default system prompt, default model tier, and which of the 10 platform capabilities employees can access from Workroom.
Guardrail profile
Which safety profile applies to every Workroom conversation. Topic, PII, jailbreak, and content rails enforced at runtime.
Configured at /ace/admin/config or via the Enterprise Config API. For multi-tenant resale (one platform, many brands), see AI Cloud →
Live preview · what employees will see
Acme AI
Welcome to Acme AI. How can I help?
Workroom deploys in days. Governed from day one. On your infrastructure.
Explore the rest of the platform