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Turn Data Into Intelligent Conversations

The fastest way to create RAG-powered AI assistants for your business or platform. No coding required, enterprise-ready from day one.

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Build it Yourself

Long dev cycles, constant maintenance, and a team distracted from core priorities.

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Time to launch
Months
Ongoing maintenance
High

With Koru AI

Launch in days, automate instantly, and keep your team focused on what matters.

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Time to launch
Days
Ongoing maintenance
Zero

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Purpose-built for teams shipping products

Purpose-built for teams shipping products

Designed for rapid deployment

Designed for rapid deployment

Crafted for scale

Crafted for scale

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Transform your business with intelligent automation that integrates seamlessly with your existing systems

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Stop Getting Fragments. Start Getting Answers.

Discover why 87% of RAG implementations fail to connect the dots—and how ours doesn't.

Customer Support Knowledge Base Query

"What are the refund policies for enterprise customers who purchased through a partner?"

Basic Vector Search RAG

Traditional retrieval approach

Based on the documentation, our refund policy allows returns within 30 days of purchase. Enterprise customers have extended support options. For purchases made through partners, please contact your account representative.

Retrieved Chunks:

Refund Policy page, Enterprise Features page, Partner Program page - disconnected information

Completeness
40%
Context Awareness
30%
Actionability
45%
Relationship Mapping
0%
Koru AI RAG

Mapped knowledge approach

For enterprise customers who purchased through a partner, the refund process follows a specific workflow:

  1. The 30-day standard refund window extends to 60 days for enterprise accounts
  2. Refund requests must be initiated through your partner, who has access to the Partner Portal
  3. Your designated Customer Success Manager (assigned to all enterprise accounts over $50K ARR) will coordinate with the partner
  4. Special conditions apply: custom implementations have a 15% restocking fee, while standard deployments have no fees
  5. Related consideration: Your enterprise SLA guarantees response within 4 hours for refund processing

Retrieved Context:

Connected Refund Policy → Enterprise Tier Benefits → Partner Sales Process → Customer Success Workflows → SLA Terms

Completeness
95%
Context Awareness
90%
Actionability
88%
Relationship Mapping
100%

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