The Agentic Enterprise
Voitta Enterprise · The Knowledge Layer for AI Agents

The Agentic Enterprise

Your AI agents are fast, confident, and often wrong — because they can't see the work that runs your business. Voitta connects every system your team uses to every agent your company runs.

Open Source Self-hosted ACL-aware
Chapter One · The Gap
1
The Risk of Doing Nothing

Generic AI doesn't know your business.

Your competitors are deploying agents now. Without the right knowledge layer, those agents are fast, confident, and wrong.

01
Reputational

Wrong answers reach the board.

Agents make calls without your context. Hallucinated answers reach customers and regulators — you find out from the complaint.

02
Regulatory

Cloud RAG is dead on arrival.

Cloud retrieval ships your IP to a third party. Security review will not approve it. Your AI roadmap stalls in legal.

03
Financial

Five copilots, one missing answer.

Every team buys its own AI tool. None share a knowledge base. You pay five times for one capability — badly.

Chapter Two · The Platform
2
One Layer. Every Agent. Your Network.

A single source of truth for every AI in your organization.

Voitta indexes the systems your team already uses, exposes them to any agent, and stays inside your firewall.

01
Coverage

One index, every system.

Atlassian, Microsoft 365, Google, GitHub, AWS, your data lake. Index once. Serve every copilot in the org.

02
Compliance

Built for security review.

Self-hosted. Your keys, your network, your audit log. Permissions follow the data. SOC 2, HIPAA, GDPR-aligned.

03
Compatibility

Works with what you bought.

Plugs into Claude, Cursor, custom copilots. Bring your model provider. Voitta is never the inference path.

Chapter Three · Use Cases
3
Two teams, one knowledge layer

Where it pays for itself in week one.

Two of the most common patterns we see. Almost every team finds a use within their first sprint.

Product

Specs, tickets, and customer voice — in one query.

Product managers ask their agent a question and get an answer drawn from Jira, Confluence, customer interview transcripts, the roadmap doc, and last quarter's user research — all at once.

Your agent now answers
  • "What did we decide about checkout flow in Q3 — and why?"
  • "Which open tickets touch the new auth provider?"
  • "What did the last 10 customer interviews say about onboarding?"
Sales

Every account, every contract — before the call.

Account executives pull a complete briefing on the account: contract clauses, recent support tickets, product updates relevant to their stack, and prior conversation history — surfaced in the AI tool they already use.

Your agent now answers
  • "What did we promise this account in the last renewal?"
  • "Which features have they raised tickets about this quarter?"
  • "What did sales engineering tell them about our roadmap?"
+ Any Team

Engineering · Operations · Finance · Legal · Support · Marketing · HR. The pattern is identical: connect your team's systems to your team's agent.

By the Numbers

Three figures that change the AI conversation in your boardroom.

Faster Decisions
10×

Time-to-answer for engineering, ops, and analyst questions, once your agents see what your team sees.

Data Egress
0

Bytes of proprietary information that leave your network when running Voitta. Zero, by design.

Time to Production
<60d

From signed contract to enterprise agents running on your real data, with security signed off.

Chapter Four · Pricing
4
Two ways to run Voitta

Deploy it yourself, or have us run it.

Same engine. Same connectors. Same MCP surface. Choose the level of help you want.

Open Source

Voitta Community

Free Download & self-host

The full platform. The same indexing engine, connectors, and MCP surface our paying customers run.

  • Hybrid index across Atlassian, GitHub, Drive, SharePoint, AWS
  • MCP-native — works with Claude, Cursor, any agent
  • Self-hosted on your infrastructure
  • Bring your own model provider
  • Community support
Download on GitHub  →
Custom

Voitta Enterprise

Talk to us Annual contract · scoped to deployment

We deploy it inside your network, configure ACLs against your identity provider, and stand behind it with a real SLA.

  • Everything in Community, plus:
  • Professional services: deployment & configuration
  • Identity, ACL, and IAM integration
  • Custom connectors built to your stack
  • SLA-backed support
  • Security review collaboration
Request Demo  →
Capstone · Next Step

See it on your own data.

A 30-minute conversation. No slides. We map your systems and show you what your agents are missing.

Request Demo  ·  contact@voitta.ai

Or download from GitHub and try it yourself.