Business Hindi and Managerial CommunicationIntroductionBusiness communication is the planned exchange of information among managers, employees, customers, suppliers, regulators and other stakeholders. In a Hindi-speaking business environment, professional Hindi is not merely ordinary Hindi transferred into an office setting. It is a purposeful form of language that combines accuracy, courtesy, brevity, institutional conventions and decision-oriented reasoning. Business Hindi is used in internal notices, official correspondence, customer service, government and public-sector communication, sales proposals, reports, meeting records and presentations. Effective business Hindi must therefore perform several functions simultaneously: it must convey facts, establish relationships, persuade responsibly, document decisions and support coordinated action. The central principle of managerial communication is that communication should lead to appropriate understanding and action. A message is successful not when it is linguistically impressive, but when the intended audience understands it correctly, trusts its content and can act upon it. Learning ObjectivesAfter studying this chapter, students should be able to: - Explain the nature and importance of Business Hindi in organisations.
- Prepare professional emails and formal letters in appropriate Hindi.
- Draft proposals, reports and meeting agendas for managerial use.
- Design clear Hindi presentations and present information persuasively.
- Communicate with customers using suitable tone, empathy and precision.
- Select persuasive frameworks appropriate to managerial decisions.
- Evaluate business messages for clarity, ethics, inclusiveness and effectiveness.
1. Nature and Principles of Business Hindi1.1 Business Hindi as purposeful communicationBusiness Hindi is Hindi adapted to organisational objectives. It includes formal vocabulary, standard sentence structures, appropriate honorifics and conventions of business documents. It may contain accepted technical or commercial terms, including words borrowed from English, when those terms are widely understood by the target audience. However, unnecessary jargon, literal translation and excessively Sanskritised expressions can reduce accessibility. For example, the sentence “आपके अनुरोध पर विचार किया जा रहा है” is formal and neutral. In a customer-service context, “आपका अनुरोध प्राप्त हो गया है और हमारी टीम उस पर कार्य कर रही है” is often more useful because it confirms receipt and communicates action. 1.2 The 7Cs applied to Hindi business communicationThe following principles provide a practical quality standard: | Principle | Meaning in Business Hindi | Practical test |
|---|
| Clarity | The meaning is immediately understandable. | Could a busy reader interpret it only one way? | | Conciseness | Unnecessary words and repetition are removed. | Can the message be shortened without losing meaning? | | Completeness | Necessary facts, dates, responsibilities and next steps are included. | Can the recipient act without asking basic questions? | | Correctness | Facts, grammar, names, figures and references are accurate. | Have the message and attachments been checked? | | Concreteness | Claims are supported by specific evidence. | Are vague words replaced by data or examples? | | Courtesy | The reader is treated with respect. | Does the message preserve dignity, even when refusing? | | Consideration | The message reflects the reader’s needs and situation. | Is the language appropriate to the audience? |
These principles may conflict. Conciseness must not eliminate information essential for a decision, and courtesy must not make a critical instruction ambiguous. Managerial judgment is required to balance them. 1.3 Audience, purpose and channelBefore drafting, the writer should identify three elements: - Audience: Who will read or hear the message? Consider role, knowledge, language preference and authority.
- Purpose: Is the purpose to inform, request, persuade, instruct, record, apologise or resolve a problem?
- Channel: Should the message be an email, letter, report, presentation, meeting or customer-service interaction?
A short operational instruction may suit an email, whereas a policy change may require a formal circular, presentation and question-and-answer session. The channel should match the sensitivity, complexity and permanence of the information. 2. Professional Emails in HindiEmail is fast, searchable and widely used, but speed does not justify informality or incomplete information. A professional Hindi email normally contains a meaningful subject line, salutation, purpose statement, essential details, requested action, deadline, closing and signature. 2.1 Email structure- Subject: Specific and action-oriented. Example: “15 मार्च की बजट समीक्षा बैठक के लिए सामग्री” is better than “बैठक”.
- Salutation: Use “आदरणीय महोदय/महोदया”, “प्रिय सहकर्मीगण” or the recipient’s accepted professional form.
- Opening: State the reason for writing in the first paragraph.
- Body: Present facts in logical order. Use bullets for multiple items.
- Action and deadline: State exactly what is expected and by when.
- Closing: Use “सादर”, “धन्यवाद सहित” or another context-appropriate closing.
- Signature: Include name, designation, department and contact details.
- Attachments: Name each attachment in the body and verify that it is actually included.
2.2 Model emailविषय: 20 मार्च की बिक्री समीक्षा बैठक के लिए क्षेत्रीय आँकड़े आदरणीय क्षेत्रीय प्रबंधकगण, 20 मार्च को होने वाली बिक्री समीक्षा बैठक के लिए कृपया जनवरी–फरवरी की बिक्री, लंबित ऑर्डर और प्रमुख ग्राहक-समस्याओं का संक्षिप्त विवरण 18 मार्च, शाम 5 बजे तक साझा करें। निर्धारित प्रारूप संलग्न है। कृपया प्रत्येक क्षेत्र के लिए निम्न जानकारी दें: - कुल बिक्री और पिछले वर्ष की तुलना;
- लक्ष्य के मुकाबले उपलब्धि;
- तीन प्रमुख विचलन और उनके कारण;
- अगले महीने के लिए दो सुधारात्मक कार्य।
कृपया फाइल का नाम इस प्रारूप में रखें: “क्षेत्र_बिक्री_समीक्षा_2025”। सादर, नेहा शर्मा महाप्रबंधक—बिक्री This email is effective because it states the purpose, required content, format, deadline and responsibility without unnecessary background. 2.3 Email toneTone is the attitude communicated through word choice and sentence structure. Professional Hindi should be respectful but not submissive, firm but not aggressive, and warm but not excessively familiar. | Situation | Suitable expression | Avoid |
|---|
| Request | “कृपया … उपलब्ध कराने का कष्ट करें।” | “तुरंत भेजिए।” | | Reminder | “यह विनम्र स्मरण है कि …” | “आपने अभी तक क्यों नहीं भेजा?” | | Refusal | “वर्तमान नीति के अनुसार यह अनुरोध स्वीकार करना संभव नहीं है।” | “यह नहीं हो सकता।” | | Correction | “कृपया संलग्न संशोधित विवरण को मान्य मानें।” | “आपका विवरण गलत है।” | | Complaint response | “आपकी असुविधा के लिए हमें खेद है।” | “इसमें हमारी कोई गलती नहीं है।” |
The tone should also reflect power relationships. A manager may use direct language for an urgent safety instruction, but should still avoid humiliation or personal criticism. 3. Formal Business LettersLetters remain important for contracts, tenders, official notices, appointment matters, complaints, responses to authorities and communications requiring a formal record. 3.1 Components of a formal letterA formal Hindi letter generally includes: - letterhead and reference number;
- date;
- recipient’s name, designation and address;
- subject line;
- respectful salutation;
- introductory reference or purpose;
- logically arranged body;
- request, decision or action required;
- closing phrase;
- signature, name and designation;
- enclosure list and copies, where relevant.
The subject should summarise the issue rather than repeat a vague category. “विषय: 31 मार्च तक आपूर्ति-समय में संशोधन का अनुरोध” provides more value than “विषय: आपूर्ति”. 3.2 Direct and indirect organisationA direct letter begins with the main point. It is suitable for routine requests, approvals, instructions and positive information. An indirect letter begins with context, explanation or appreciation before presenting an unfavourable decision. It may be appropriate for a refusal, policy limitation or sensitive correction. Indirect organisation should not become evasive; the decision must ultimately be stated clearly. 3.3 Letter-writing example: complaint responseविषय: सेवा-आवेदन संख्या 4587 के संबंध में महोदय, आपने 12 फरवरी को सेवा में हुई देरी के संबंध में जो शिकायत दर्ज की, उसके लिए धन्यवाद। हमने आपके आवेदन और संबंधित प्रक्रिया की समीक्षा की है। तकनीकी सत्यापन में अपेक्षा से अधिक समय लगने के कारण सेवा-प्रदान में विलम्ब हुआ। हमें हुई असुविधा के लिए खेद है। आपका सत्यापन अब पूरा हो चुका है और सेवा 18 फरवरी तक सक्रिय कर दी जाएगी। भविष्य में ऐसी देरी कम करने के लिए हमने अतिरिक्त समीक्षा चरण लागू किया है। किसी सहायता के लिए कृपया … पर सम्पर्क करें। सादर, The response acknowledges the complaint, explains the cause without blaming the customer, gives a concrete remedy and communicates preventive action. 4. Proposals: Turning an Idea into a DecisionA proposal is a structured argument requesting approval, resources or participation. It must show not only what is desired but why the organisation should support it, how it will be implemented and how success will be assessed. 4.1 Proposal architectureA managerial proposal commonly includes: - Title and executive summary: The recommendation, major benefit and required decision.
- Background and problem: Evidence of the current gap or opportunity.
- Objectives: Specific results to be achieved.
- Proposed solution: Activities, scope and responsible persons.
- Alternatives considered: Other options and reasons for rejection.
- Resources and budget: People, time, technology and estimated cost.
- Risk and mitigation: Possible obstacles and responses.
- Implementation schedule: Stages, milestones and dependencies.
- Evaluation measures: Indicators that will show progress or success.
- Decision requested: Exact approval or action required.
4.2 Persuasive framework for proposalsThe AIDA framework consists of Attention, Interest, Desire and Action. In a proposal, the writer first identifies an important organisational issue, develops the reader’s understanding of its consequences, demonstrates the value of the recommended solution and closes with a specific decision request. The problem–solution–benefit–evidence framework is especially useful for managerial decisions: - Problem: What is the verified difficulty?
- Solution: What is being proposed?
- Benefit: How will performance, cost, quality or stakeholder experience improve?
- Evidence: What data, pilot results, benchmarks or assumptions support the claim?
A persuasive proposal must distinguish evidence from prediction. “ग्राहक शिकायतों में 18 प्रतिशत कमी आई” is a reported result; “शिकायतें 30 प्रतिशत घटेंगी” is a forecast that should identify its basis and uncertainty. 4.3 Illustrative proposal extract“वर्तमान में ग्राहक-प्रश्नों का औसत उत्तर समय 36 घंटे है। प्रस्ताव है कि frequently asked questions के लिए हिंदी ज्ञान-पोर्टल और प्रशिक्षित सेवा-समूह स्थापित किया जाए। प्रथम चरण की अनुमानित लागत ₹2,40,000 है। छह महीने में उत्तर समय 36 घंटे से घटाकर 12 घंटे करने और दोहराए जाने वाले प्रश्नों में 20 प्रतिशत कमी लाने का लक्ष्य रखा गया है। सफलता का आकलन उत्तर समय, समाधान-दर और ग्राहक-संतुष्टि के आधार पर किया जाएगा।” The extract connects problem, solution, cost, target and evaluation rather than relying on general claims. 5. Reports for Managerial Decision-MakingA report presents investigated information in a form that supports understanding and action. A report differs from an essay because it is usually commissioned for a defined purpose and often ends with findings and recommendations. 5.1 Types of business reports- Informational report: Presents facts, status or activities without recommending a decision.
- Analytical report: Interprets evidence and explains causes, implications or alternatives.
- Progress report: Compares completed work with a plan or milestone.
- Incident report: Records what happened, when, where, impact and immediate response.
- Recommendation report: Evaluates options and proposes a course of action.
5.2 Report structureA practical report contains a title, date, author, executive summary, background, method or sources, findings, analysis, conclusion, recommendations and appendices when necessary. Headings, numbered sections, tables and short paragraphs improve retrieval. Reports should separate: - Observation: “मार्च में 42 शिकायतें दर्ज हुईं।”
- Interpretation: “शिकायतों का प्रमुख कारण वितरण में विलम्ब था।”
- Recommendation: “क्षेत्रीय वितरण-समय की साप्ताहिक समीक्षा की जाए।”
This separation prevents opinion from appearing as fact. Data should identify the period, population, source and limitations. If a sample is small or incomplete, the report should say so. 5.3 Executive summaryThe executive summary is not a general introduction. It is a compressed decision document stating the issue, major evidence, conclusion and recommended action. A manager who reads only the summary should still understand what decision is required and why. 6. Meeting Agendas and MinutesAn agenda is a plan for a meeting; minutes are the official record of what occurred. Both are managerial communication instruments because they shape attention, responsibility and follow-up. 6.1 Effective agendaAn agenda should state the meeting title, date, time, venue or link, participants, purpose and sequence of items. Each item should indicate whether it is for information, discussion or decision. Estimated time and responsible presenter improve discipline. Example agenda | Time | Item | Purpose | Lead |
|---|
| 10:00–10:10 | Previous actions | Review | सचिवालय | | 10:10–10:30 | Sales variance | Discussion | बिक्री प्रबंधक | | 10:30–10:50 | Customer-service proposal | Decision | सेवा प्रमुख | | 10:50–11:00 | Action allocation | Decision and record | अध्यक्ष |
A vague item such as “विविध” should be limited or defined because it can consume time without producing a decision. 6.2 MinutesMinutes should record attendance, apologies, key discussions, decisions, dissent where material, assigned responsibilities and deadlines. They should not reproduce every spoken sentence. A useful action record answers: What will be done? Who will do it? By when? How will completion be verified? 7. Presentations in HindiA business presentation combines spoken language, visual design and audience interaction. Hindi presentations are effective when the language is natural, the structure is visible and slides support rather than duplicate speech. 7.1 Presentation structureA managerial presentation commonly follows this sequence: - Opening: purpose, relevance and expected outcome.
- Situation: current facts and context.
- Problem or opportunity: why attention is needed.
- Analysis: evidence, causes and alternatives.
- Recommendation: preferred option and justification.
- Implementation: actions, responsibilities and timeline.
- Close: decision requested and questions.
A persuasive presentation may use ethos, logos and pathos. Ethos establishes credibility through competence and transparency; logos uses reasoning and evidence; pathos recognises human concerns such as customer frustration, employee workload or public trust. Ethical persuasion uses emotion to illuminate significance, not to manipulate or conceal evidence. 7.2 Hindi style for slides and speechSlides should use short phrases, readable labels and consistent terminology. Spoken Hindi may explain relationships that do not need to appear as full paragraphs on screen. Define specialised terms at first use. If English terms are retained, use them consistently and provide Hindi explanation where the audience requires it. A good opening might be: “आज का प्रश्न केवल लागत घटाने का नहीं, बल्कि ग्राहक-विश्वास बनाए रखते हुए प्रक्रिया को तेज करने का है।” This frames the decision in terms relevant to stakeholders. 8. Customer CommunicationCustomer communication includes enquiries, sales conversations, complaints, service updates, payment reminders and post-sale support. It directly affects trust and organisational reputation. 8.1 The CARE approachA practical framework is CARE: - C—Confirm: Acknowledge the customer’s issue and relevant details.
- A—Acknowledge emotion: Recognise inconvenience or concern without making unsupported admissions.
- R—Respond: Explain the action, solution or policy in plain language.
- E—Ensure closure: Give a timeframe, contact point and confirmation method.
Example: “आपने बताया कि भुगतान कट गया है, लेकिन ऑर्डर की पुष्टि नहीं हुई। यह असुविधाजनक स्थिति है और हम इसकी जाँच कर रहे हैं। कृपया लेन-देन संख्या साझा करें; हमारी टीम 24 घंटे में स्थिति बताएगी। समाधान मिलने पर आपको संदेश द्वारा पुष्टि की जाएगी।” 8.2 Difficult communicationsWhen denying a request, use a clear decision, brief reason, alternative if available and next step. Do not make promises outside organisational authority. Avoid blaming the customer, exposing confidential information or using sarcasm. Customer records should be handled according to privacy policy and applicable law. 9. Editing, Translation and Quality ControlBusiness Hindi often involves translation from English or bilingual drafting. Literal translation can produce unnatural or misleading expressions. The translator should first understand the business meaning, then express it in idiomatic Hindi while preserving legal, technical and numerical accuracy. A quality-control checklist should examine: - names, designations, dates, currency and figures;
- subject line and stated purpose;
- audience-appropriate vocabulary;
- active responsibility: who will act;
- deadlines and time zones where relevant;
- attachment names and version numbers;
- confidentiality and personal data;
- spelling, punctuation and honorific consistency;
- accessibility for readers with different language abilities.
For high-stakes documents, a subject expert should review meaning and a language reviewer should review expression. These are different forms of review and both are necessary. 10. Technology and AI in Business HindiWord processors, translation systems, speech-to-text tools, grammar checkers and generative AI can improve drafting speed. They should be treated as assistive tools, not as final authorities. AI may produce incorrect terminology, invented facts, inappropriate levels of politeness or disclosure of confidential information. Responsible use requires removing confidential data unless an approved secure system is used, verifying every factual claim, checking Hindi nuance with a competent reviewer and retaining human accountability for the final message. Automated translation should receive additional review when a document has legal, financial, safety or reputational consequences. Digital communication also creates records. Organisations should apply access controls, retention rules, approval workflows and version management. A message that is quick to send may still have contractual or reputational significance. 11. Integrated Case: Hindi Communication for a Service-Quality InitiativeBackgroundThe following is a fictional illustrative case. NavPragati Bank operates in several Hindi-speaking districts. Its survey shows that rural customers understand product information better when key explanations are available in clear Hindi. Complaints indicate that staff use inconsistent terms for fees, documentation and turnaround time. ProblemThe bank’s existing notices are translated literally from English, contain long sentences and do not always state the next action. Managers need approval for a standard Hindi communication programme, but the proposal must demonstrate value and manage risks. AnalysisA cross-functional team reviews 300 complaints, interviews branch staff and examines ten customer notices. It finds three recurring problems: unclear fee explanations, missing deadlines and inconsistent forms of address. The team distinguishes evidence from inference: complaint records establish frequency, while the expected effect of improved communication is a forecast. Approach and solutionThe team prepares a proposal using the problem–solution–benefit–evidence framework. It recommends a controlled vocabulary, plain-Hindi templates for emails and letters, a customer CARE script, and a review process involving operations, legal compliance and language specialists. The proposal requests a six-month pilot in 20 branches. It defines measures such as complaint volume concerning unclear information, first-contact resolution, customer comprehension in a small survey and staff adoption of approved templates. It also proposes that customer-facing AI translation be prohibited until privacy and accuracy controls are approved. The accompanying presentation begins with customer impact, presents evidence, compares three alternatives and requests approval for the pilot budget. The agenda marks the proposal as a decision item. After approval, minutes assign owners and deadlines. A customer notice then explains the change in simple Hindi, identifies the effective date and provides a contact channel. OutcomeAfter the pilot, the bank reports fewer clarification calls and improved staff consistency. However, it also discovers that some customers prefer regional speech forms rather than highly formal Hindi. The bank therefore retains standard Hindi for official documents while allowing trained staff to explain information orally in locally understandable language. Learning pointsThe case demonstrates that Business Hindi is an organisational system, not only a writing skill. Email, proposal, report, agenda, presentation and customer communication must reinforce one another. Evidence-based persuasion, audience adaptation, review controls and ethical use of technology are all necessary for managerial success. Challenges and LimitationsBusiness Hindi faces several challenges. Organisations may use inconsistent terminology across departments. Excessive dependence on English can exclude stakeholders, while forced translation of established technical terms can create confusion. Formality may become bureaucratic and conceal responsibility through passive constructions. Digital tools may reproduce bias or mistranslate culturally sensitive expressions. Regional variation means that standard written Hindi cannot replace audience awareness. Managers should therefore adopt approved terminology, train employees, test important messages with representative users and review outcomes rather than assuming that a grammatically correct document is automatically effective. Communication quality should be assessed by comprehension, action, fairness and results. Best Practices for Managers- Begin every document by defining purpose, audience and decision required.
- Put the main point early, but provide enough evidence for responsible judgment.
- Use concrete dates, names, responsibilities and measurable next steps.
- Prefer clear Hindi over ornamental or excessively technical language.
- Keep tone respectful, especially in refusals, reminders and corrections.
- Separate facts, interpretations, assumptions and recommendations.
- Use headings, bullets and tables to support quick managerial reading.
- Check figures, attachments, confidentiality and approval authority.
- Review translations for meaning, not merely word-for-word equivalence.
- Treat AI output as a draft requiring human verification and accountability.
Chapter SummaryBusiness Hindi is purposeful organisational communication that supports information exchange, relationships, persuasion and managerial decisions. Its quality depends on clarity, conciseness, completeness, correctness, concreteness, courtesy and consideration. Professional emails require informative subjects, clear action requests, deadlines and appropriate closings. Formal letters require established components and a direct or indirect structure suited to the situation. Proposals convert problems and opportunities into requests for decisions. Their persuasive strength comes from a clear problem, feasible solution, expected benefits, evidence, risks, resources and evaluation measures. Reports distinguish observation, interpretation and recommendation. Agendas organise attention before meetings, while minutes record decisions and accountability. Presentations combine structure, spoken Hindi, visual support and ethical persuasion through credibility, reasoning and appropriate human concern. Customer communication should confirm the issue, acknowledge concern, respond clearly and ensure closure. Translation, editing, privacy, approval and technology controls are essential in high-stakes communication. The integrated case shows that effective Business Hindi is a coordinated managerial practice rather than an isolated language exercise. Key TermsBusiness Hindi: Hindi adapted to professional, organisational and commercial purposes. Audience analysis: Examination of readers’ roles, knowledge, needs and expectations. Tone: The attitude conveyed by language and style. Email etiquette: Conventions governing professional email structure, wording and conduct. Formal letter: An official written communication following recognised organisational conventions. Proposal: A structured request for approval, resources or participation. Executive summary: A concise statement of a report’s issue, evidence, conclusion and recommendation. Analytical report: A report that interprets evidence and supports a decision. Agenda: A planned list of meeting items, purposes and responsibilities. Minutes: The formal record of attendance, decisions, actions and deadlines. Persuasion: Communication intended to influence a responsible belief or action. AIDA: Attention, Interest, Desire and Action, a persuasive sequence. Ethos: Persuasion based on credibility and trustworthiness. Logos: Persuasion based on reasoning and evidence. Pathos: Persuasion that recognises relevant human feelings and concerns. Customer communication: Organisational interaction with customers before, during or after service. CARE: Confirm, Acknowledge emotion, Respond and Ensure closure. Plain language: Direct, accessible language that avoids unnecessary complexity. Controlled vocabulary: An approved set of terms used consistently in an organisation. Communication audit: Systematic review of communication quality, consistency and outcomes. Review QuestionsShort Answer Questions- What is meant by Business Hindi?
- State any four principles of effective business communication.
- Identify the essential components of a professional email.
- What is the difference between an informational report and an analytical report?
- Expand and explain the CARE approach to customer communication.
Long Answer Questions- Explain how audience, purpose and channel influence the drafting of a Hindi business message.
- Describe the structure of a managerial proposal and explain how the AIDA framework can strengthen it.
- Discuss the role of agendas and minutes in managerial accountability.
- Explain how ethos, logos and pathos can be used ethically in a Hindi business presentation.
- Discuss the advantages and risks of using AI and machine translation for Business Hindi.
Analytical / Application Questions- A supplier has missed a delivery deadline twice. Draft a professional Hindi email that is firm, courteous and action-oriented.
- A company wants approval for a Hindi customer-support portal. Prepare an outline for a proposal, including evidence, benefits, risks, implementation and evaluation measures.
- A customer complains that a fee was deducted without clear explanation. Design a Hindi response using the CARE framework and explain why each part is appropriate.
Multiple Choice Questions with AnswersQuestion 1Which feature most directly makes a business email action-oriented? A. A lengthy background history B. A clear request and deadline C. Use of highly formal vocabulary D. A decorative signature Correct Answer: B. A clear request and deadline Question 2Which item normally belongs in a managerial proposal? A. Unverified rumours B. Personal criticism of alternatives C. Implementation schedule and evaluation measures D. Unrelated organisational history Correct Answer: C. Implementation schedule and evaluation measures Question 3What is the primary function of an executive summary? A. To reproduce every sentence of the report B. To state the issue, evidence, conclusion and recommendation briefly C. To replace all supporting evidence D. To provide only the author’s biography Correct Answer: B. To state the issue, evidence, conclusion and recommendation briefly Question 4Which meeting document records decisions, responsibilities and deadlines? A. Agenda B. Brochure C. Minutes D. Press release Correct Answer: C. Minutes Question 5In the CARE framework, what does the letter R represent? A. Review B. Respond C. Record D. Recommend Correct Answer: B. Respond Question 6Which sentence best demonstrates concrete business communication? A. We will improve things soon. B. The matter is being considered in due course. C. Please submit the revised report by 5 p.m. on 18 March. D. Everyone understands the importance of this issue. Correct Answer: C. Please submit the revised report by 5 p.m. on 18 March. Question 7Which persuasive element is primarily based on evidence and reasoning? A. Ethos B. Logos C. Pathos D. Courtesy Correct Answer: B. Logos Question 8Why should facts, interpretations and recommendations be separated in a report? A. To make the report longer B. To prevent opinion from appearing as fact C. To eliminate the need for evidence D. To avoid using headings Correct Answer: B. To prevent opinion from appearing as fact Question 9What is the most responsible use of generative AI in Business Hindi? A. Sending its output without review B. Using it to draft while verifying facts, tone and confidentiality C. Entering confidential customer records into any public tool D. Allowing it to make unauthorised decisions Correct Answer: B. Using it to draft while verifying facts, tone and confidentiality Question 10Which closing best suits a customer complaint response? A. Your complaint is not our problem. B. Do not contact us again. C. We regret the inconvenience and will confirm the resolution by 18 February. D. You should have read everything more carefully. Correct Answer: C. We regret the inconvenience and will confirm the resolution by 18 February.
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