Microsoft's AI assistant integrated across Office 365, Teams, and Edge. Can summarize documents in Word and Excel, but lacks structured lease extraction, confidence scoring, and CRE-specific intelligence.
Microsoft Copilot is embedded across the Office 365 suite - Word, Excel, Outlook, Teams - making it the most accessible AI tool for professionals who already work in Microsoft's ecosystem. Open a lease in Word, ask Copilot to summarize it, and you get a reasonable overview within seconds. For teams that live in Excel and Word, the appeal is obvious: no new tool to learn, no new login, no context switching.
But Copilot is a productivity assistant, not an extraction engine. It can summarize a lease in natural language but cannot extract 126 structured fields into a consistent schema, score confidence on each value, detect red flags against CRE-specific rules, or produce output that imports directly into a property management system. For individual document questions it works well. For structured lease abstraction at portfolio scale, it creates more manual cleanup work than it saves.
| Feature | Lextract | Microsoft Copilot | Advantage |
|---|---|---|---|
| Output Structure | 126 fields in a fixed, typed schema - identical on every extraction | Natural language summaries in Word or Excel; no fixed schema | Lextract |
| Office 365 Integration | Export to Word, PDF, Excel, JSON as standalone files | Native integration across Word, Excel, Outlook, Teams, and SharePoint | Competitor |
| Confidence Scoring | Per-field confidence blending OCR and AI signals with cross-field validation | No confidence scoring | Lextract |
| Red Flag Detection | 20 automated CRE-specific rules at 3 severity levels | No lease-specific risk detection | Lextract |
| Scanned PDF Support | AWS Textract OCR with table, form, and layout extraction | Limited - works best with native Word documents or text-layer PDFs | Lextract |
| Multi-Pass Verification | 3-pass adversarial pipeline with hostile review and escalation | Single-pass summary with no self-verification | Lextract |
| Batch Processing | Upload multiple leases; each processed through the full pipeline | One document at a time within the current Office application | Lextract |
| Cost per Lease | $10 per lease; $8.50/lease in 10-packs | $30/user/month for Copilot Pro (on top of Microsoft 365 subscription) | Lextract |
| Output Consistency | Schema-enforced - identical fields, types, and structure every time | Output varies by prompt, document format, and application context | Lextract |
| CRE Domain Knowledge | 500+ lines of commercial real estate extraction heuristics per pass | General knowledge; no CRE-specific extraction logic | Lextract |
$10 for a single lease extraction. Volume pricing: $45 for 5 leases ($9 each) and $85 for 10 leases ($8.50 each). No subscription.
Copilot Pro costs $30/user/month in addition to the Microsoft 365 subscription ($12.50–$22/user/month for business plans). Enterprise Copilot starts at $30/user/month bundled with E3/E5 plans. The AI functionality is a subscription add-on, not a standalone product.
Microsoft Copilot costs $30/user/month on top of an existing Microsoft 365 subscription. For a team of 3, that is $90/month - equivalent to 9 Lextract extractions per month. If your team abstracts more than a few leases per month, the per-lease cost of Copilot (subscription + labor for manual reformatting) significantly exceeds Lextract's $10 flat rate. Copilot's value is in general Office productivity, not in lease abstraction specifically.
CRE professionals who need structured, repeatable lease data for portfolio management, due diligence, and PMS integration - where output consistency and confidence scoring are essential.
Teams that need general AI assistance across their entire Office 365 workflow - document drafting, email summarization, Excel analysis - and occasionally want quick lease summaries without leaving their current application.
Microsoft Copilot is a strong productivity tool for teams that live in Office 365. If you want to summarize a lease in Word, ask a quick question about a provision, or draft a response to a landlord email, Copilot handles those tasks within your existing workflow.
For structured lease abstraction, Copilot has the same limitation as every general-purpose AI: it produces summaries, not structured data. It cannot extract 126 fields into a consistent schema, cannot score confidence per field, has no CRE-specific red flag detection, and has no export pathway into property management systems. Lextract costs $10 per lease with no monthly commitment and delivers structured, auditable output ready for your systems. Use Copilot for Office productivity. Use Lextract when you need lease data you can actually operationalize.
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Upload a commercial lease PDF and get 126 structured fields extracted in under 3 minutes. $10 per lease, no subscription required.
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