Always grounded
Answers are generated from retrieved chunks of your indexed content, not from model memory.
Source-grounded AI platform
Facts from your knowledge base. Not guesses from a model.
Deploy an AI assistant that answers only from indexed sources, exposes evidence for every response, and explicitly reports insufficient evidence when data is missing.
- Source-backed answers in every plan
- Transparent evidence trail
- Production-ready reliability model
Why it is different
Your team gets verifiable answers, not plausible text.
Evidence first
Each response includes source references so people can validate facts quickly.
Honest fallback
If data is not found, the assistant returns an explicit insufficient-evidence outcome.
Workflow
Built for real operations.
01
Ingest and index
Bring documents into a structured knowledge base with section-aware chunking.
02
Retrieve with context
Combine semantic retrieval and configurable limits to keep answers focused and traceable.
03
Answer with sources
Return production-ready responses with citations and predictable insufficient-evidence behavior.
Pricing model
Platform tiers plus usage overage.
Commercial model: subscription by tier with included usage, then transparent overage for storage, requests, tokens, and ingestion.
Free
Evaluate quickly
- In-memory vector index only
- Strict limits on capacity and traffic
- Source-backed answers with reduced detail
Team
Run production workflows
- Managed Qdrant on shared cloud
- Durable storage and higher throughput
- Full source return and workspace controls
Enterprise
Scale with guarantees
- Dedicated Qdrant or customer environment
- SSO, SCIM, audit logs, private networking
- SLA, backup policies, custom limits
Overage units
- GB-month for vector and payload storage
- Request units for online query traffic
- Token units for embedding and generation
- Ingestion units for indexing workload
Security and trust
Reliability and governance by design.
Access control
API keys, role-aware workspaces, and enterprise identity options.
Operational guardrails
Rate limits, configurable retrieval depth, retention windows, and controlled overage.
Traceability
Source references and operational analytics make output quality auditable.
Next step
Get a production-fit rollout plan for your team.
We will map your data sources, traffic profile, and governance requirements to the right tier.