Executive conclusion

The biggest value of Work in ChatGPT is not producing emails faster. It is turning ChatGPT into a controlled work environment that can:

• Collect information from company systems and files.
• Plan and execute multi-step assignments.
• Produce finished documents, spreadsheets, presentations, reports and other deliverables.
• Run recurring tasks and monitor for changes.
• Standardise repeatable processes through Skills and Workspace Agents.
• Work across email, calendars, cloud storage, CRM, Slack, spreadsheets and other connected systems.

OpenAI describes Work as an outcome-oriented mode that gathers context, plans an approach and takes action across tools, files and desktop applications. It is available on the Windows and macOS desktop apps across all plans, and on web and mobile for paid plans including Business and Enterprise.

For most Singapore SMEs, the recommended setup is:

ChatGPT Business + connected company apps + shared Projects + reusable Skills + selected Workspace Agents and Scheduled Tasks.

ChatGPT Business starts from two users and provides a dedicated workspace, SAML SSO, domain verification, administrative controls and centralised billing. OpenAI states that Business workspace data is not used to train its models by default.

1. Understand the difference between Chat and Work

Use Chat for thinking

Regular Chat is appropriate for:

• Asking questions.
• Brainstorming.
• Improving a paragraph.
• Understanding a concept.
• Exploring possible approaches.
• Obtaining a quick second opinion.

Use Work for completing an outcome

Work is more appropriate when you would normally assign the job to an employee:

• “Analyse these spreadsheets and prepare the management report.”
• “Review the customer history and produce a sales account plan.”
• “Research these vendors and prepare a recommendation deck.”
• “Turn these meeting notes into an implementation plan.”
• “Prepare a complete marketing campaign based on our brand documents.”
• “Monitor these sources and notify me when something important changes.”

A useful rule is:

Chat answers a question. Work completes an assignment.

On the desktop app, Work can also be granted access to a local folder. Only grant access to the specific files required for the assignment. Work performed against local files remains on that computer unless the user explicitly shares or moves the output.

2. Build an SME “work operating system”

The full value comes from combining six capabilities rather than using Work alone.

Level 1: Work chats

Start with individual assignments that have a clear deliverable.

Instead of:

Help me analyse sales.

Use:

Analyse the attached sales export, identify the three largest causes of lost opportunities, compare results by salesperson and industry, and produce an executive summary, action plan and editable presentation for Monday’s management meeting.

The second instruction gives Work an outcome, source material, analytical requirements and output format.

Level 2: Shared Projects

Create Projects for ongoing areas of work such as:

• Management and strategy.
• Sales and tenders.
• Marketing.
• Customer support.
• Finance.
• Human resources.
• Information security.
• Individual major customers.

Projects keep related chats, files and instructions together. Business users can share Projects with colleagues, add reference files and supported app links, and save useful responses back into the Project for future reuse.

A “Sales and Tenders” Project, for example, could contain:

• Company profile.
• Service descriptions.
• Certifications.
• Customer references.
• Standard contractual terms.
• Tender response templates.
• Pricing rules.
• Case studies.
• Brand and writing instructions.

Work can then prepare proposals without repeatedly asking employees to upload the same background information.

Level 3: Company Knowledge

Company Knowledge allows ChatGPT to search approved company sources and provide organisation-specific answers with citations to the original material. It can work across eligible apps that support search and retrieval.

Practical questions include:

• “What did we promise this customer during the last three meetings?”
• “Find our latest policy on employee expense claims.”
• “Which customers have raised similar support problems?”
• “What were the agreed actions from the last management meeting?”
• “Find the latest approved description of this service.”
• “Compare the customer’s request against our current contract.”

An important current limitation is that Company Knowledge is available through the ChatGPT web interface, not the Windows, macOS or mobile apps.

Level 4: Skills

Skills are reusable workflows containing instructions, examples, supporting resources and, where appropriate, code. They help ChatGPT complete a task consistently instead of relying on each employee to remember the perfect prompt.

Useful SME Skills could include:

• Singapore tender response preparation.
• Customer quotation quality checking.
• Monthly management report production.
• SEO article preparation.
• Customer complaint response.
• Incident report preparation.
• Contract risk identification.
• New-employee onboarding.
• Vendor assessment.
• PDPA review checklist.

For example, a “Tender Response” Skill could instruct Work to:

1. Extract every tender requirement.
2. Build a compliance matrix.
3. Identify unanswered requirements.
4. Use only approved company claims.
5. Flag statements requiring evidence.
6. Draft the response in the customer’s requested format.
7. Produce a final human-review checklist.

Level 5: Workspace Agents

Workspace Agents are designed for repeatable, structured and tool-based workflows. An agent can have a trigger, a defined process, approved tools and a standard output. Eligible Business workspaces can create agents, connect apps, add files and Skills, share agents internally and schedule recurring runs.

Good SME agents include:

• Daily management briefing agent.
• Weekly sales pipeline review agent.
• Customer escalation agent.
• Monthly budget variance agent.
• Tender qualification agent.
• New-customer onboarding agent.
• Marketing campaign reporting agent.
• IT security review agent.

Agents should initially prepare recommendations and drafts. Avoid giving them authority to make irreversible decisions without approval.

Level 6: Scheduled Tasks and monitoring

Scheduled Tasks can run once, recur, or monitor for a meaningful change. They are available on web, mobile and desktop for Business users, subject to plan limits.

Examples:

• Every weekday morning, prepare a summary of urgent customer emails.
• Every Monday, prepare the sales pipeline risk report.
• Every month, compare actual spending against budget.
• Check selected competitor pages weekly and report significant changes.
• Monitor government websites for relevant regulatory updates.
• Prepare a briefing before each scheduled customer meeting.
• Notify management when a major customer issue remains unresolved.

3. Highest-value workflows by department

Department	Recommended uses of Work	Suggested output
Management	Weekly operating review, decision memos, competitor analysis, strategic planning, risk summaries	Management deck and action register
Sales	Account prioritisation, meeting preparation, proposals, tender responses, follow-up, pipeline review	Account plan, proposal and follow-up email
Marketing	Campaign briefs, landing pages, SEO research, content repurposing, campaign analysis	Complete campaign kit
Operations	Project status consolidation, SOP preparation, issue tracking, resource planning	Weekly operating report
Customer service	Ticket summarisation, suggested replies, escalation identification, recurring-problem analysis	Response draft and issue trend report
Finance	Budget analysis, cash-flow scenarios, invoice checking, variance analysis, management reporting	Editable spreadsheet and finance summary
HR	Job descriptions, onboarding, training material, interview guides, policy explanations	Employee pack and manager checklist
IT and security	Log analysis, incident timelines, security advisories, scripts, documentation and code review	Technical report and remediation plan

OpenAI’s current examples similarly position Work for finance reconciliation and forecasting, operational reviews, campaign creation and analysis, and sales account preparation and pipeline risk identification.

4. Management and operations

For a small company, the owner or general manager is often the biggest beneficiary because information is distributed across emails, spreadsheets, meetings and messaging platforms.

Weekly management briefing

Connect the relevant email, calendar, cloud storage, CRM and project-management sources. Ask Work to prepare:

• Major changes since the previous week.
• Revenue and pipeline movement.
• Customer escalations.
• Overdue projects.
• Cash or collection risks.
• Decisions requiring management attention.
• Actions, owners and deadlines.
• A presentation in the company’s management template.

Operations teams can use Work to consolidate plans, notes and metrics, detect blockers and prepare leadership-ready operating review decks.

Decision memos

Before making a major decision, provide Work with:

• The decision required.
• Available options.
• Financial and operational information.
• Constraints.
• Relevant emails or documents.
• Required recommendation date.

Ask it to produce:

1. Executive recommendation.
2. Evidence supporting the recommendation.
3. Risks and assumptions.
4. Alternative options.
5. Information still missing.
6. Implementation plan.
7. Conditions that would cause the decision to be reconsidered.

This makes decisions more structured without transferring final accountability to AI.

5. Sales, proposals and tenders

This is likely one of the fastest areas for an SME to recover its subscription cost.

Before a customer meeting

Work can combine CRM records, previous correspondence, proposals, meeting notes and public research to prepare:

• Customer background.
• Current products or services.
• Previous commitments.
• Possible customer concerns.
• Renewal or expansion opportunities.
• Questions to ask.
• Likely objections.
• Suggested meeting agenda.

After a customer meeting

Ask Work to:

• Summarise the discussion.
• Separate confirmed facts from assumptions.
• Identify action items and owners.
• Draft the customer follow-up.
• Update the account plan.
• Prepare the next proposal.
• Schedule reminders for outstanding actions.

Tender preparation

A strong tender workflow is:

1. Read all tender documents.
2. Extract mandatory and optional requirements.
3. Build a requirement-to-response matrix.
4. Match requirements to approved company information.
5. Identify evidence and attachments needed.
6. Draft responses.
7. Flag contractual, financial or operational risks.
8. Create an executive approval summary.
9. Conduct a final consistency and completeness review.

This is far more valuable than asking ChatGPT to “write a tender response” from scratch.

6. Marketing

A shared Marketing Project should contain:

• Brand guidelines.
• Approved product descriptions.
• Customer personas.
• Previous high-performing campaigns.
• Prohibited claims.
• Competitor positioning.
• Website style.
• Singapore English preferences.
• Approved calls to action.

Work can turn a short launch brief into:

• Campaign concept.
• Landing page.
• Email sequence.
• LinkedIn and social content.
• Advertisements.
• Sales enablement material.
• FAQ.
• Presentation.
• Campaign measurement plan.

Marketing teams can also provide campaign results and ask Work to identify winning messages, weak channels and recommended improvements for the next campaign.

The important change is to stop treating each item as a separate prompt. Give Work responsibility for the complete campaign package, then review the output as one coordinated deliverable.

7. Finance and spreadsheets

Work can help an SME that does not have a dedicated financial analyst by:

• Cleaning inconsistent exports.
• Combining spreadsheets.
• Comparing actual expenditure with budget.
• Identifying unusual transactions.
• Preparing ageing summaries.
• Modelling cash-flow scenarios.
• Explaining forecast variances.
• Creating charts and management presentations.
• Documenting assumptions and uncertainties.

OpenAI has also introduced ChatGPT within Excel and Google Sheets for Business workspaces, allowing users to build, clean, update and explain workbooks from a spreadsheet sidebar. Availability and usage remain subject to workspace configuration and plan terms.

Financial outputs should still be reviewed by the responsible employee, accountant or auditor. Do not allow Work to submit statutory filings, approve payments or change accounting records without human verification.

8. Customer service

Connect or upload support tickets, service documentation and response standards.

Work can:

• Summarise long customer histories.
• Suggest context-aware replies.
• Identify emotional or high-risk complaints.
• Detect repeated service failures.
• Categorise incoming cases.
• Recommend escalation.
• Produce weekly issue reports.
• Convert resolved incidents into knowledge-base articles.

A useful scheduled workflow would review the previous day’s support cases and report:

• Critical unresolved cases.
• Customers who have contacted support repeatedly.
• Cases exceeding the service target.
• Problems affecting multiple customers.
• Missing or outdated documentation.
• Recommended corrective actions.

For an SME, the best model is usually AI-assisted service, not fully autonomous service. Staff should approve messages involving refunds, contractual commitments, security incidents, legal threats or sensitive personal data.

9. A practical prompt structure for Work

Employees should prompt Work as though they are briefing a capable colleague.

Use this structure:

Outcome

What completed deliverable is required?

Context

Why is the work being done, and who will use it?

Sources

Which files, apps, folders, emails or websites may be used?

Requirements

What analysis and steps must be completed?

Constraints

What must not be assumed, disclosed or changed?

Review rules

Which facts require citations or confirmation?

Approval boundary

What must be presented for human approval before action?

Output

What formats should be delivered?

Example

Prepare the monthly management review for our Singapore SME. Use the attached budget and actual-spend workbooks, the sales pipeline from our CRM, project updates from the shared folder and customer escalations from email. Identify material variances, revenue risks, overdue actions and decisions required. Do not change any source files or send messages. Produce an editable spreadsheet, a ten-slide management deck and a one-page executive summary. Cite the source of every major figure, list assumptions separately and flag anything that requires finance verification.

10. Singapore governance and PDPA considerations

Singapore SMEs should not adopt Work using a “connect everything and allow every action” approach.

Use the Business workspace, not personal accounts

Business information should remain inside the company-controlled workspace. OpenAI states that Business inputs and outputs are not used for model training by default, and data is encrypted at rest and in transit.

Review connected apps

Apps are enabled by default for Business workspaces. Administrators can disable unnecessary apps, restrict connected account domains and control whether apps are read-only or can take write actions.

A sensible starting policy is:

• Enable only required apps.
• Restrict connections to the company’s approved domain.
• Start with read-only access.
• Enable write actions individually.
• Require approval for external communication or irreversible changes.
• Review connected apps quarterly.
• Remove access immediately when employees leave.

Establish data categories

A simple classification could be:

• Public: Approved marketing and published information.
• Internal: Procedures, meeting notes and routine operational data.
• Confidential: Contracts, pricing, financial reports and customer information.
• Restricted: Passwords, API keys, authentication codes, bank instructions, NRIC details, medical data and highly sensitive employee information.

Restricted information should generally not be placed into ordinary Work assignments unless there is a documented requirement, appropriate access control and an approved process.

Comply with PDPA obligations

PDPC has issued guidance concerning personal data in generative AI systems. Businesses should define why personal data is required, minimise unnecessary data, control access, manage retention and remain accountable for how personal data is used.

Where personal data is transferred outside Singapore, the organisation remains responsible for ensuring protection comparable to that required under the PDPA’s Transfer Limitation Obligation.

Singapore’s agentic AI governance framework also emphasises bounded autonomy, human accountability, appropriate access, testing and ongoing monitoring when organisations deploy agents that can act across systems.

Protect against prompt injection

An agent may encounter malicious instructions hidden inside a webpage, email or document. OpenAI provides safeguards, but explicitly notes that these do not remove all risk. SMEs should disable unnecessary apps, avoid sensitive logins and require approval for consequential actions.

Human approval should remain mandatory for:

• Sending money.
• Changing bank details.
• Signing or accepting contracts.
• Making employment decisions.
• Publishing customer-facing statements.
• Deleting records.
• Changing production systems.
• Disclosing customer data.
• Submitting regulatory or tax filings.

11. Recommended 30-day implementation

Week 1: Select three workflows

Choose work that is:

• Repeated frequently.
• Time-consuming.
• Based on existing documents or data.
• Easy to evaluate.
• Low risk if the first draft is imperfect.

A good starting combination is:

1. Customer meeting preparation and follow-up.
2. Weekly management reporting.
3. Marketing content production.

Record the current time, turnaround and error rate for each process.

Week 2: Create Projects and instructions

Create shared Projects and add:

• Approved source documents.
• Templates.
• Brand guidance.
• Standard operating procedures.
• Example high-quality outputs.
• Project-specific instructions.
• Human approval requirements.

Week 3: Connect company systems

Connect only the sources necessary for the selected workflows.

Start with:

• Google Drive or SharePoint.
• Outlook or Gmail.
• Google Calendar or Outlook Calendar.
• Slack or Teams.
• CRM, where supported.

Initially allow search and reading. Introduce write actions after the team has demonstrated reliable use.

Week 4: Standardise and automate

Convert successful prompts into Skills. Where available, create Workspace Agents for structured recurring work. Add Scheduled Tasks for daily, weekly or monthly briefings.

At the end of the month, measure:

• Hours saved.
• Turnaround time.
• Number of tasks completed.
• Employee rework required.
• Customer response time.
• Proposal production time.
• Management reporting time.
• Revenue or cost impact.
• Errors or incidents.

Stop workflows that produce low-value output. Expand the ones that show measurable gains.

12. The most suitable first five deployments

For a typical 10-to-50-person Singapore SME, I would prioritise:

1. Management reporting agent
   Produces a weekly operating review from projects, sales, finance and customer issues.
2. Sales and tender workspace
   Prepares customer briefings, proposals, requirement matrices and follow-ups.
3. Company knowledge assistant
   Answers staff questions using approved policies, product information and procedures with citations.
4. Marketing production workflow
   Converts one campaign brief into coordinated website, email, sales and social content.
5. Finance analysis workflow
   Cleans spreadsheets, analyses budget variances and prepares management commentary.

These provide broader value than deploying separate “email-writing assistants” to every employee.

Final recommendation

A Singapore SME should treat Work in ChatGPT as a new operating layer, not another chatbot.

The ideal progression is:

Individual Work assignments → shared Projects → Company Knowledge → Skills → Workspace Agents → Scheduled monitoring → carefully controlled write actions.

The company should start with three measurable workflows, connect only the information required, keep human approval for consequential actions, and expand based on verified business outcomes.

Singapore’s SME AI adoption has been rising, and IMDA currently provides a GenAI Playbook and information on possible adoption support for eligible businesses. Availability and eligibility should be checked against the current programme requirements.

A monthly update tracking new ChatGPT Work capabilities and Singapore SME AI support programmes would keep this roadmap current; tell me to schedule it.