Real use cases. Real product behind them.

AI Assistants & Agents

Build virtual agents and chatbots that remember your users across every session — preferences, history, code snippets, and notes retrieved instantly at request time.

What you get

• Cross-session user memory via QIA Direct or QIA Graph
• Retrieve preferences, past interactions, and personalization signals
• Multi-turn conversation continuity without prompt engineering hacks
• Compatible with any LLM: OpenAI, Anthropic, Gemini, and open-source models

Enterprise Knowledge Bases

Self-improving knowledge structures that are always synced and never stale. Automatically indexes your Notion workspace, Google Drive docs, and GitHub codebases.

What you get

• Automatic ingestion from Notion, Drive, GitHub, and custom sources
• QIA Graph builds and maintains the knowledge graph autonomously
• Semantic search across your entire institutional knowledge base
• Granular permissions — per-team, per-user, per-document

Realtime Grounding & Hallucination Reduction

Keep agents grounded in up-to-date facts from every connected source. QIA fetches live memory context before LLM requests — minimizing hallucinations at the retrieval layer, not the prompt layer.

What you get

• Live memory context fetched at request time — not training time
• Q-RAG reranking surfaces the most relevant context from your memory graph
• Reduces fabrication by grounding the LLM in verified stored facts
• Sub-300ms graph traversal per request (internal, pre-launch benchmark)unverified, internal

Regulated Industries

Finance, healthcare, and government teams with strict data boundaries. Zero-knowledge encryption, on-premises deployment, and BYOC (Bring Your Own Cloud) — so your data never leaves your infrastructure.

What you get

• Zero-knowledge encryption — PayQIA cannot read your stored data
• On-premises deployment on your own physical infrastructure
• BYOC — run inside your own AWS, GCP, or Azure account
• SOC 2 Type II (in progress) · GDPR-aligned data handling