Multi-Agent
AI Bid Writing
Multiple agents decompose tender documents, auto-plan outlines, write chapters in parallel, run risk reviews, and format output. Weeks compressed to hours.
Read the full practice：AI Bid WritingFrom business material to reviewable results
These examples show how agents organize inputs, divide work, preserve evidence, and deliver results people can review. Suitability and outcomes depend on source quality, configuration, and human acceptance.
Three questions to ask of each workflow
Where do inputs come from?
Record the sources and versions of drawings, records, standards, templates, and business material.
Can the result be checked?
Tie findings to original material, locations, citations, or rules, and keep exceptions open for review.
Who signs off?
Qualified professionals review and sign off on engineering, occupational health, and inspection results.
Use case directory
Drawing Assets + Design Review
Engineering Drawing Parsing & Design Review
Turn multi-page P&IDs into structured facts tied to page, coordinates, and revision. Extract equipment, lines, instruments, topology, and loops; once baselines are frozen, produce traceable findings for engineer review and sign-off.
Read the full practice：Engineering Drawing Parsing & Design Review
Report Generation + Data Review
Inspection Report Generation & Review
Read radiation and environmental test records, standards, and templates to assist occupational hazard reporting. Check limits, units, citations, conclusions, and consistency, with every exception traceable to source evidence.
Evidence Grading + Traceable Q&A
Medical Literature Evidence Knowledge Base
Collect literature through authorized academic platforms, parse full text, and apply configurable GRADE-based scoring across source, author, and content. Supports translated summaries, semantic search, traceable citations, and report generation.
Document Automation
AI Copyright Docs
Automatically analyze source code structure and generate software copyright documentation. Code descriptions, feature specs, and user manuals in one go.
Policy Analysis + Data Insights
Power Trading Agent
Helps traders understand power trading policies, break down monthly reports and cross-platform data. Consolidates scattered information for informed trading decisions.
Compliance + Risk
Contract Review Agent
Clause-by-clause contract review, identifying risks and missing items. Cross-references regulations and company templates, outputs structured audit reports.
Governance
SOE Compliance Audit
Automated compliance checking against state-owned enterprise standards — policies, procedures, and reports reviewed with remediation suggestions.
Natural Language Teaching
Official Document Writer
Draft notices, requests, and reports following official formatting standards. Learns your organization's writing style over time.
* Engineering design, occupational health, and inspection results require review and sign-off by appropriately qualified professionals.
