I am a member of the Magic Circle development team, a secure AI workspace built for legal and professional service teams (law firms, in-house legal departments, tax, and auditing).

Common problem: legal work buries valuable information within thousands of contracts, due diligence records, and scanned PDFs, mostly in Vietnamese, with stamps or handwritten notes, which cannot be searched or analyzed using conventional tools.

Magic Circle does four things:

• Reads everything — the OCR tool unlocks scanned contracts, quotes, construction drawings, and attachments in multiple languages (98.4% accuracy).
• Clarifies your issue; just ask a question, and the AI Agents will cross-reference all texts and legal sources, then provide an answer.
• Cites sources; each answer links back to the exact page and clause, so the reviewer can accept, edit, or reject it with a complete audit trail.
• Connects with iManage, NetDocuments, SharePoint, Google Drive, and Dropbox, and operates on cloud, private cloud, or local on-site.

I look forward to your feedback — especially from those in the legal, compliance, or heavy documentation fields.