- Quire AI
Intelligence that understands your work.
Your firm's reports hold years of proven language, hard-won findings, and institutional judgment. Quire AI makes that knowledge instantly usable, retrieving answers from your own deliverables and citing them back to the page.
- From Generic AI to Your AI
Generic AI can read a report. Quire AI understands what makes it relevant.
To a generic AI tool, a technical report is primarily a collection of words. To your team, it is a record of site conditions, observations, findings, decisions, and professional judgment.
Quire AI is built around that difference. Because it operates inside Technical Report Management, it understands the structure, terminology, and workflow of technical reporting. Context Keys add another layer of intelligence by identifying the report-specific details that make one project relevant to another.
The result is AI grounded not only in your firm’s own work, but in the technical context behind it.
Intelligence inside the workflow
Find it. Question it. Put it to work.
AI Search
Find answers, not just files.
Search across Quire reports using natural language. Find projects, findings, recommendations, and approved language by meaning instead of relying on exact keywords or filenames.
Have a conversation with your firm's history. Dig deep.
Ask the way you’d ask your most experienced colleague and get precise answers drawn from your reports, citations attached. The conversation keeps its thread: follow up, refine, and insert results straight into the draft.
Content Reuse
Start at 80%, not zero.
Turn proven language, findings, and recommendations from past work into reusable building blocks. New drafts open already populated with your firm’s approved content—so writers refine instead of rewrite.
Intelligent Writing
Sounds like your firm—because it learned from your firm.
Refine and adapt content with AI informed by decades of your own reporting history. Tone, terminology, and structure match your standards, so every report reads like it came from your best writer.
How Quire AI Works
Every completed report makes the next one smarter.
Your work becomes firm knowledge
Reports created in Quire remain available as a connected body of firm knowledge, not isolated files buried in completed-project folders.
Quire AI structures what matters
Quire AI identifies the project details, conditions, findings, and recommendations that give each report technical meaning.
Every report makes the next one better
Search across reports, ask questions, reuse proven content, and refine writing without leaving the Quire workflow.
The Quire AI Difference
AI that understands the work behind the words
Technical work demands more than generic AI. Quire AI understands your deliverables, connects information across documents, and keeps every insight grounded in the source.
Built around technical deliverables
Quire AI understands report structure, technical terminology, and the relationship between project conditions, findings, and recommendations.
Works across documents
Search, question, and reuse information across multiple reports instead of reviewing each file individually.
Connected to the source
Answers link back to the originating report and page so professionals can verify the context before applying it.
Private to your firm
Your data remains isolated to your organization and is never used to train public or shared AI models.
Governed by your access controls
Users can work only with reports and knowledge they are authorized to access.
Embedded in TRM
AI is available inside the reporting workflow, where your templates, project information, standards, and review controls already live.
Lazarus Historical intelligence
Your firm’s history belongs in the system running its future.
Quire AI makes reports created in TRM searchable and reusable. Lazarus extends those capabilities across technical reports your firm created before Quire or stored elsewhere.
Bring historical Word documents, PDFs, and other technical deliverables into the same connected knowledge environment, with Context Keys, search, chat, citations, and content reuse applied across old work and new.
QUIRE AI
Frequently Asked Questions
What makes Quire AI different from general-purpose AI?
Quire AI is purpose-built for technical reporting. Instead of searching the open internet, Search and Chat work from the technical deliverables and information your firm has made available in Quire. That means answers are grounded in your own work, terminology, findings, and precedent.
What can I use Quire AI to search for?
You can search by much more than a project name or keyword. Ask for projects with specific conditions, findings, recommendations, locations, clients, report types, dates, or other criteria using natural language. Quire AI is designed to understand the context of technical reports, not just match words on a page.
Can Quire AI answer questions across multiple reports?
Yes. You can select and chat across multiple reports to compare findings, identify patterns, summarize differences, or understand how your firm approached similar situations across past projects.
How do I know the answers are grounded in our reports?
Quire AI uses retrieval-augmented generation, or RAG, which means responses are generated from the documents you give it access to rather than from general internet knowledge. Users can trace answers back to the source report and review the underlying content when they need to validate a result.
Does Quire AI train on our company’s data?
No. Your firm’s information remains isolated from other organizations and is not used to train third-party AI models. Quire AI uses your authorized content to answer questions without turning that content into shared training data.
Can Quire AI search reports we created before using Quire?
Yes, with Lazarus. Quire AI Search and Chat work across reports created in Quire, while Lazarus brings external historical PDFs and Word documents into the same searchable intelligence layer. That gives your team one way to access both current and pre-Quire knowledge.
How does Quire AI fit into the report-writing workflow?
Writers can search for precedent or chat with reports without treating AI as a separate research exercise. Quire AI can help surface relevant past work, answer questions about what your firm has done before, compare similar projects, and bring useful information forward while the technical professional remains responsible for the judgment and final deliverable.
Is Quire AI Search and Chat included with Quire?
AI Search and Chat across reports created in Quire are available at no additional cost. Lazarus, which adds external and historical documents to the searchable library, is priced separately based on the number of documents added.
- Still have questions?
We’re happy to help. Reach out to discuss your needs, challenges, and how Lazarus can fit your business.
Bring purpose-built AI into your report workflow.
See how Quire AI helps technical teams search, draft, review, and reuse knowledge inside the platform built for Technical Report Management™.