Working demo project

Private AI knowledge assistant for business documents.

The Aptivon AI demo shows how policies, SOPs, FAQs, onboarding guides, and support documents can become a source-grounded assistant for everyday business questions.

How the demo works

A practical RAG workflow

1. Upload documents

Use selected business documents such as SOPs, policies, FAQs, guides, and playbooks.

2. Build the knowledge base

The system extracts text, chunks content, creates embeddings, and stores searchable context.

3. Ask questions

Users ask natural-language questions and receive answers grounded in the uploaded material.

4. Review sources

References help staff verify the answer and build trust in the assistant.

Business value

Designed for controlled pilots and measurable use cases.

This demo is not a generic chatbot. It is a foundation for private document assistants, internal support tools, onboarding helpers, and operational knowledge workflows.

Support teams Answer policy and escalation questions faster.
HR and onboarding Help employees find process and policy answers.
Operations Turn SOPs and repeated procedures into searchable guidance.
Management Test AI value before committing to a larger rollout.

Demo FAQ

What a pilot can include

Can this use our real documents?

Yes, a pilot can use a controlled set of approved documents with clear scope and review.

Does it show where answers come from?

Yes, source references are part of the core workflow so users can verify answers.

Can this become a SaaS product?

Yes, the same foundation can evolve into a hosted multi-user product after pilot validation.