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Ask questions about any contract, invoice, or agreement, and sign it right from your inbox.
Secure and legally binding agreement platform
Built for global compliance, high-level data security, and seamless regional operations
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Faster decisions
Ask a question, get an answer, and move on. Stop scrolling through 40-page contracts just to find a single clause.
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Complete your signatures from Gmail or Outlook so nothing sits waiting in your inbox.
Assistant tools built for busy teams
Instant document Q&A 01
Ask a question in plain English and get an answer with the exact clause referenced.
- Source citations
Every answer links back to the exact paragraph in the document. - Cross-document search
Ask a question across your entire contract library at once. - Follow-up questions:
Keep the conversation going without repeating context each time.
Sign from inbox 02
Review and sign without your inbox dashboard.
- Inline preview
Read the full document inside the email, no downloads needed. - One-tap signing
Sign with your saved signature in a single click.
AI document summary 03
Get a plain-language summary of any contract, policy, or agreement in under 30 seconds.
- Key term highlights
Payment terms, notice periods, and renewal dates surfaced up front. - Risk flags
Unusual clauses and one-sided terms called out for a second look.
FAQ about Mekari Sign
What is AI document automation?
AI document automation is the use of machine learning to handle document processing tasks that would otherwise require manual work, such as tagging incoming files, placing signature fields and clause annotations, and extracting structured data from unstructured documents. Modern platforms train on document patterns to identify field positions, classify content by type, and pull specific data points into downstream systems without human intervention. In a signing context, AI automation removes the manual prep work that typically slows every document down before it reaches a signer.
Why do businesses need AI document automation?
Without AI automation, manual document handling creates two persistent costs: time and error. Every document that requires human tagging, field placement, or data entry compounds into hours of low-value work each week, and every retyped field introduces a chance of a mistake that surfaces later in an audit or a delayed approval. AI document automation removes both by handling the preparation stage at scale, so teams recover the hours previously lost to sorting and re-keying.
How does AI Automation work in Mekari Sign?
The AI workflow automation runs in four stages:
1. A document enters Mekari Sign through the dashboard, an email inbox, or an API endpoint.
2. AI Auto Tag classifies the file by department, client, or contract type based on rules your team defines.
3. AI Auto Annotate places signature fields, initials, and date blocks automatically, and highlights key clauses for review.
4. Smart data extraction pulls names, amounts, and contract terms into your CRM, HRIS, or accounting tool without manual entry.
What features are included in Mekari Sign AI Automation?
The AI Automation module includes three capabilities:
1. AI Auto Tag (document classification): sorts and labels every incoming document with rules for department, client, or contract type, and improves over time as your team confirms suggestions.
2. AI Auto Annotate (field and clause detection): detects signature blocks, initials, and date fields automatically, and flags payment terms, termination notice, and liability caps for review.
3. Smart Data Extraction (structured data capture): pulls names, amounts, and contract terms from PDFs, scans, and phone photos, and syncs the extracted fields into your existing systems.
Can Mekari Sign AI Automation integrates with other systems?
Mekari Sign AI Automation connects with the Mekari Unified Software Ecosystem and the business systems your team already runs on, so tagged and extracted data lands where it needs to without a manual export step. Within Mekari, contract data flows directly into Mekari Talenta for employment records, Mekari Jurnal for accounting entries, and Mekari Qontak for CRM pipelines. For external CRM, HRIS, or accounting platforms and in-house software, the same extracted fields can be pushed through the Mekari Sign API, so no document data has to be re-entered by hand once AI Automation has processed it.
Which businesses in Singapore benefit most from AI document automation?
AI Automation delivers the strongest return for teams processing a high volume of similar documents. HR teams use it for employment contracts and onboarding paperwork, finance teams for invoices and purchase orders, and legal teams for vendor agreements and NDAs. Smaller Singapore SMEs use it to keep lean teams focused on higher-value work, and larger enterprises use it to standardise document processing across multiple departments and business units.
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