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Practical Chatbot Prompting

A Comprehensive Guide for Indian Finance, Legal, and Audit Professionals

Master AI-powered workflows with real Indian examples and practical applications

What You'll Learn Today:

Interactive Session: Bring your real challenges from GST returns, contract reviews, or audit documentation - we'll solve them together!

Evolution of AI IQ (2023-2028)

Illustrative IQ Levels

  • Average IQ Level: 90 - 110
  • Engineer Level: 120 - 135+
  • PhD Level: 135 - 150+
  • Super Intelligence: 200+

*These IQ ranges are illustrative and generalized; actual classifications can vary.

This chart illustrates the projected evolution of Artificial Intelligence IQ from 2023 to 2028. Values for 2026-2028 are projections and are illustrative.

If India leverages its competitive workforce and efficiently integrates artificial intelligence, it could dominate global service-based industries.

Why Chatbots for Indian Finance, Legal, Audit?

Session Goal

  • Navigate India's complex regulatory landscape efficiently
  • Handle multi-language documentation (English/Tamil/Regional)
  • Boost productivity in high-volume, compliance-heavy environment

Finance Professionals

  • GST return preparation & validation
  • TDS compliance checking
  • Indian Accounting Standards implementation
  • Banking regulation compliance

Legal Professionals

  • Contract drafting per Indian laws
  • Case law research from Indian courts
  • Regulatory compliance documentation
  • Corporate governance advisory
Audit Professionals: Enhance efficiency in statutory audits, internal controls assessment, regulatory compliance verification, and fraud detection in Indian business environment.

Understanding Modern Chatbots

Core Concept: Large Language Models (LLMs)

How They Work (Simplified)

1. Input (Prompt)

You provide queries in English or Tamil

2. Processing

AI analyzes context and predicts relevant responses

Example: "Analyze this GST invoice for compliance with Indian GST rules and highlight any discrepancies"
Key Takeaway: These are powerful pattern-matching tools that can understand Indian business contexts, not sentient beings.

General Tips for Chatbot Prompting

๐Ÿ’ก Essential Practices

  • Explore Diversity: Try 3 to 5 different chatbots (e.g., Gemini, ChatGPT, Claude, Perplexity, Grok, Qwen, Le Chat) to understand their unique strengths and weaknesses.
  • Cultivate Consistency: Make chatbot prompting a regular habit. The more you interact, the better you'll become at crafting effective prompts.

๐Ÿš€ Elevate Your Prompting

Experiment Fearlessly

  • "Dare" to try different prompts to test the limits and capabilities of each chatbot.
  • Push boundaries to discover what's possible and identify optimal phrasing.

Leverage Specialization

  • Utilize custom chatbots (like Gems) for specific topics or simple projects.
  • Ideal for tasks such as learning a new language, drafting emails, or seeking initial legal advice.

๐Ÿ”’ Security & Privacy Considerations:


For enhanced security and privacy, you can:
  • Delete your chat history regularly.
  • Anonymize sensitive files or data before inputting them.
  • Consider using enterprise editions of chatbots, which often offer enhanced security features.

๐Ÿง˜ Remember: Balance is Key

While chatbots are powerful tools, it's crucial to learn to disconnect for long periods each day. Maintain a healthy balance between digital interaction and real-world engagement.

Main Prompt Guide for Any Modern Chatbot

1. Clarity & Specificity

โŒ Poor: "Check this contract"

โœ… Good: "Review this software licensing agreement for compliance with Indian IT Act 2000, identify penalty clauses, and summarize payment terms in bullet points"

2. Context is King

"Act as a CA with 10 years experience in GST compliance. Review this purchase invoice for a manufacturing company in Tamil Nadu..."

3. Define Persona & Role

4. Specify Format

Structured Formats

  • GST compliance checklist
  • Audit trail table
  • Legal notice draft

Indian Standards

  • Format per Indian Accounting Standards
  • Structure per CPC guidelines
  • Style per Bar Council format

Key Functions of Modern Chatbots

1. Complex Problem Solving

Analyzing GST return discrepancies, tracing complex financial transactions, identifying gaps in legal arguments

2. Image Analysis

Extract data from scanned PAN cards, bank statements, signed contracts, or handwritten documents

3. Real-time Web Search

Latest GST rates, recent Supreme Court judgments, current RBI guidelines, SEBI circular updates

4. Large Context Processing

Process entire annual reports, lengthy merger agreements, complete audit trails without losing context

5. Custom Chatbots

Build specialized versions trained on your firm's precedents, internal policies, or client-specific compliance requirements

Indian Example: A custom chatbot trained on your firm's GST advisory precedents can instantly provide guidance on complex input tax credit scenarios specific to your client base.

ChatGPT: The Versatile Innovator for Professional Domains

Core Capabilities

Best Applications

Legal Document Drafting & Analysis

Ideal for drafting emails, contracts, summarizing case law, and performing in-depth contract reviews.

Financial & Audit Report Generation

Excellent for creating financial risk assessments, audit findings reports, and analyzing financial statements for discrepancies.

Example Query: "Analyze the key risk factors from the latest annual report of Tech Mahindra for audit planning and draft a summary of potential legal liabilities."
Key Takeaway: A powerful tool for detailed tasks, complex document processing, and generating specialized content in legal, finance, and audit fields.

Gemini: Your Integrated AI Assistant for Professional Workflows

Core Capabilities

Best Applications

Financial Data Management & Analysis

Assists with budgeting, financial forecasting, and identifying anomalies in transaction data within Google Sheets.

Legal & Audit Workflow Optimization

Efficiently summarizes meeting minutes, organizes case files, and performs quick regulatory lookups using Google Docs and other tools.

Example Query: "create a spreadsheet from those invoices for an audit purpose, add the total at the end. Convert everything in INR. (+ export to Sheets, then download in XLS)"
Key Takeaway: Your go-to for enhancing daily productivity and leveraging Google's ecosystem for integrated financial, audit, and legal operations.

Qwen: The Global Perspective AI for Compliance & Cross-Border Work

Core Capabilities

Best Applications

Cross-Jurisdictional Legal & Financial Research

Excellent for comparing legal frameworks, tax regulations, and accounting standards across different countries.

International Compliance & Due Diligence

Suitable for organizations navigating complex international compliance requirements and conducting due diligence in diverse markets.

Example Query: "Compare the anti-money laundering (AML) regulations in Singapore and Switzerland, highlighting key differences for financial institutions."
Key Takeaway: A powerful and versatile alternative for global legal, finance, and audit professionals seeking diverse compliance insights and cross-cultural understanding.

Grok: The Insight Engine for Market & Regulatory Intelligence

Core Capabilities

Best Applications

Market & Regulatory Intelligence

Highly effective for identifying emerging financial trends, legal precedents, and industry-specific audit risks.

Visualizing Complex Structures

Useful for generating diagrams of corporate structures, financial flows, or legal frameworks to support analysis and presentations.

Example Query: "Research recent regulatory changes impacting the fintech industry in Southeast Asia and generate a visual concept for a new compliance workflow."
Key Takeaway: Specialized for deep dives into market and regulatory insights, complemented by competent visual generation for complex professional data.

Real-World Use Cases: Professional Email Drafting

The Challenge: Unprofessional Communication

Original (Poorly Written) Email:
"Hey team, Need you guys to finish that report ASAP. It's really important. Don't mess it up. Thanks, [Your Name]"

The Solution: Chatbot Transformation

Chatbot Prompt Example:
"Rewrite the following email to be professional, motivational, and clearly state the urgency for completing the report. Ensure a positive tone and a clear call to action. Original Email: 'Hey team, Need you guys to finish that Q3 report ASAP. It's really important. Don't mess it up. Thanks, [Your Name]'"
Chatbot-Generated Professional Email:

Subject: Urgent: Collaborative Effort Needed for Q3 Report Completion

Dear Team,

I hope this email finds you well.

I'm writing to emphasize the critical importance of completing the Q3 report. This document is vital for our upcoming strategic discussions and will significantly impact our planning for the next quarter.

I have full confidence in your abilities and your commitment to excellence. Let's collaborate effectively to ensure this report is finalized with the highest quality and submitted promptly. Your dedication to this task is greatly appreciated and crucial for our collective success.

Please prioritize this and let me know if you encounter any roadblocks or require additional support. Let's aim to have this completed by [Specific Date/Time, e.g., end of day tomorrow].

Thank you for your immediate attention and hard work.

Best regards,

[Your Name]

Real-World Use Cases: Contracts

Drafting Indian Contracts

Prompt Example:
"Draft a software development agreement between an Indian IT company and US client. Include clauses for: intellectual property rights per Indian Copyright Act, data protection per DPDP Act 2023, dispute resolution in Indian courts, payment terms in USD with FEMA compliance, and termination conditions."

Reviewing Contracts

Common Issues to Check: โ€ข FEMA compliance for international contracts โ€ข GST implications on service agreements โ€ข Stamp duty requirements per state laws โ€ข Jurisdiction clauses favoring Indian courts โ€ข Compliance with Labour Laws for employment contracts

Summarizing Complex Agreements

Real Estate Agreements

  • RERA compliance verification
  • Registration requirements
  • Possession timeline analysis

Joint Venture Agreements

  • FDI policy compliance
  • Sectoral cap adherence
  • Regulatory approval mapping

Real-World Use Cases: Audit

GST Compliance Audit

Prompt: "Analyze this company's GST returns for FY 2023-24. Check for: 1) Input tax credit reconciliation with GSTR-2A, 2) Reverse charge mechanism compliance, 3) Export invoice GST treatment, 4) Place of supply determination for services. Generate audit observations with specific CGST Act references."

Invoice Verification & Discrepancy Identification

Common Checks

  • GSTIN format validation
  • HSN code accuracy
  • Tax rate correctness
  • Invoice sequence verification

Fraud Indicators

  • Round-figure invoicing patterns
  • Unusual supplier clustering
  • Input credit timing mismatches
  • Suspicious payment patterns

Statutory Compliance Documentation

Example: "Generate a compliance checklist for a listed manufacturing company covering: ROC filings, SEBI disclosures, environmental clearances, factory act compliance, and labour law adherence. Include due dates and penalty implications."

Real-World Use Cases: Legal

Legal Research & Case Law Analysis

Research Prompt: "Find Supreme Court and High Court judgments from 2022-2024 on input tax credit denial under GST. Summarize the key principles, ratio decidendi, and practical implications for taxpayers. Include case citations and distinguish conflicting decisions."

Regulatory Compliance Guidance

SEBI Compliance

  • Insider trading regulations
  • Disclosure requirements
  • Corporate governance norms
  • Takeover code compliance

RBI Guidelines

  • FEMA compliance
  • ECB regulations
  • ODI guidelines
  • KYC/AML requirements

Legal Document Drafting

Practical Example: "Draft a legal notice under Section 138 of Negotiable Instruments Act for dishonor of a cheque worth โ‚น5 lakhs. Include: proper legal formatting, statutory time limits, specific legal consequences, and settlement options. Ensure compliance with recent Supreme Court guidelines on cheque bounce cases."

Real-World Use Cases: Dashboards & Reporting

Financial Reporting & Analysis

CFO Dashboard Prompt: "Analyze Q3 FY24 financial results for this Indian pharmaceutical company. Generate executive summary covering: revenue growth trends, margin analysis, regulatory impact assessment, export performance, and comparison with industry benchmarks. Format for board presentation."

Compliance Reporting

GST Compliance Reports

  • Monthly compliance status
  • Input credit utilization
  • State-wise tax liability
  • Supplier performance metrics

Audit Committee Reports

  • Internal control assessments
  • Risk management updates
  • Regulatory compliance status
  • Fraud prevention measures

Visual Data Extraction

Multi-format Analysis: "Extract and analyze data from these scanned bank statements, GST certificates, and PAN verification documents. Create a unified client onboarding compliance report with risk scoring for this corporate account opening."
Indian Context: Generate reports that comply with Indian regulatory formats - MCA filings, SEBI disclosures, RBI returns, and statutory audit requirements.

Advanced Prompting Techniques

Chain of Thought Prompting

"Let's solve this GST issue step by step: 1) First, identify the nature of transaction 2) Determine the place of supply 3) Check applicable tax rates 4) Verify input credit eligibility 5) Calculate final tax liability 6) Recommend compliance action"

Multi-Step Analysis

Complex Audit Scenario:
"Step 1: Review this company's related party transactions for compliance with Companies Act 2013 Step 2: Check if transactions exceed thresholds requiring shareholder approval Step 3: Verify audit committee approvals and board resolutions Step 4: Assess arm's length pricing compliance Step 5: Generate compliance report with recommendations"

Role-Playing with Expertise

Senior Partner Perspective

"As a senior partner at Big 4 firm, review this merger proposal for regulatory risks and client advisory points"

Regulatory Expert View

"As former SEBI official, analyze this IPO prospectus for disclosure adequacy and compliance gaps"

Common Pitfalls & Best Practices

โŒ Common Mistakes

Vague Requests

  • "Check this contract"
  • "Analyze these numbers"
  • "Draft something legal"

Missing Context

  • No industry specified
  • No jurisdiction mentioned
  • No compliance framework

โœ… Best Practices

The INDIA Framework

  • Identify the specific Indian law/regulation
  • Name the industry and business context
  • Define the desired output format
  • Include relevant compliance requirements
  • Ask for actionable recommendations
Perfect Prompt Example:
"As a CA specializing in pharmaceutical industry GST compliance, review this API manufacturing company's export invoices for Q4 FY24. Check compliance with GST export rules, MEIS scheme eligibility, and foreign exchange regulations. Generate a compliance report in tabular format with specific recommendations for any violations found."

Your Next Steps & Call to Action

๐ŸŽฏ Our Goal Achieved

  • Master effective prompt writing for Indian business contexts
  • Apply AI tools to real finance, legal, and audit challenges
  • Boost productivity while maintaining compliance standards

๐Ÿš€ Immediate Action Items

Start Small

  • Pick one routine task (GST check, contract review)
  • Write a specific prompt using INDIA framework
  • Test and refine based on results

Scale Gradually

  • Build a library of effective prompts
  • Train your team on best practices
  • Create custom workflows for your firm
๐Ÿค Interactive Challenge:
Share a real challenge from your work - GST compliance issue, contract review headache, or audit documentation problem. Let's solve it together using the techniques we learned today!

๐Ÿ”ฎ Remember: AI is your co-pilot, not your replacement

Use these tools to enhance your professional judgment, speed up routine tasks, and focus on high-value strategic work that requires your expertise and experience.

Explore the Possibilities with Fractal-Apps Pvt Ltd

๐Ÿ’ก What We Offer

  • Comprehensive AI Classes: From foundational concepts to PhD-level research, we cater to all learning stages.
  • Cutting-edge AI Project Development: We design and implement bespoke AI solutions tailored to your specific needs.

Our Unique Advantage

Indian Expertise

  • All our services are delivered by highly skilled Indian engineers.
  • Benefit from local talent with a global perspective.

Indian Market Price

  • Receive premium AI solutions at competitive Indian market prices.
  • Maximize your investment with cost-effective, high-quality services.

Fractal-Apps Pvt Ltd

www.fractal-apps.com

Building AI solutions for Indian businesses ๐Ÿ‡ฎ๐Ÿ‡ณ