Search your documents, get cited answers
Every feature is designed to surface the right answer from your document library, with full transparency into how it was found.
Hybrid Search
AIR combines semantic understanding with keyword matching. Whether you search by concept or by exact term, part number, or code, you'll get the relevant results.
- Semantic + keyword matching
- Handles technical terminology, part numbers, and section references
- Works across PDF, DOCX, HTML, Markdown, and TXT files
The maximum liability for either party under this agreement shall not exceed the total contract value paid in the preceding 12-month period.
Coverage limits apply per occurrence. The aggregate liability cap is calculated based on the contract value specified in Schedule B.
Financial exposure analysis indicates total potential liability remains within acceptable thresholds as defined by the board.
Semantic Chunking
AIR segments documents at meaningful boundaries rather than arbitrary character counts. Sections, tables, figures, and paragraphs stay intact so answers aren't built from truncated context.
- Respects section and heading boundaries
- Preserves tables and figures
- Context-aware splitting based on document structure
Splits tables, cuts mid-paragraph
Preserves structure and meaning
Transparent Reasoning
AIR shows you how it arrived at every answer — what it searched for, which documents it read, and how it evaluated each source. No black box.
- Step-by-step process visibility
- Search strategy explanation
- Per-source relevance assessment
User is asking about warranty obligations specific to electrical components. Will need to search warranty terms and component specifications.
Across 5 documents in Vendor Agreements, Technical Specs
Retained 6 chunks — removed 8 irrelevant passages about mechanical components
Building cited response from 6 retained chunks
Inline Citations
Every claim in an AIR answer is linked to the exact source document and page number. Click a citation to open the source directly — no digging required.
- Clickable citation pills with document and page
- Page-level source references
- Built-in source viewer for instant verification
AIR AnswerThe warranty period for all supplied components is 24 months from the date of delivery, or 18 months from the date of installation, whichever occurs first. Vendor Agreement 2024, pp. 8-9
In the event of a defect, the supplier must provide a replacement or repair within 15 business days. Response time commitments are outlined in the service level addendum. Service Level Addendum, p. 3
Extended warranty coverage is available for critical electrical systems, adding 12 months to the standard term at a cost of 8% of the component purchase price. Warranty Terms Rev.4, p. 14
Max Mode
For complex questions that require more than a single search pass, Max Mode runs all five retrieval iterations — refining its search strategy based on what it finds and gathering evidence across your entire document library.
- Five full iterations of search and analysis
- Refines queries based on what it finds
- Deeper analysis for ambiguous questions
Queried 3 document collections
Followed 4 internal references between documents
Expanded search to appendices and amendments
Cross-checking findings against primary sources
Building comprehensive response from 22 chunks
On-Premises Deployment
For organizations who need complete privacy, AIR can be deployed via an on-premises server. Your documents never leave your office.
- Complete data sovereignty
- No external API calls
- One-time purchase — yours to keep
See AIR in action
Watch hybrid search, citations, and Max Mode working on a real document library.