ChatGPT
Description
ChatGPT is a general-purpose AI assistant developed by OpenAI that generates text, code, images, and other outputs in response to user prompts. It supports conversational interaction across text, voice, and image inputs, and can analyse documents, run code for data analysis, and assist with complex multi-step tasks. The system is powered by OpenAI’s GPT models and is delivered as a cloud-based application with free and paid tiers.
Key Use Cases
Drafting and editing written content; coding assistance and debugging; data analysis and visualisation from uploaded files; document summarisation and knowledge extraction; conversational Q&A and research support; generating images and creative assets; workflow automation via agent-like task execution.
Pros
Most widely adopted tool across the group. Highly versatile across many knowledge work tasks; supports multiple input types (text, images, audio, files); strong natural language understanding and generation; integrates with external tools and workflows; widely adopted with continuous feature updates.
Cons
Can produce incorrect or fabricated information (“hallucinations”); output quality varies depending on prompt quality; limited transparency into training data and reasoning; some advanced features restricted to paid tiers; not a substitute for expert judgement in critical domains.
Estates using this tool
Per-estate usage records. Estate Admins can submit new ones via the admin area.
Use Cases
Email drafting and editing; policy and SOP drafting; tasting notes and specification sheets; content writing and translation; packaging concepts; code generation including VBA; moodboards and campaign reports; client feedback summaries and PR lists; creation of Custom GPTs such as reporting, visual prompting, rostering, and content assistants; integrations with Monday.com, Teams, Outlook, and Calendar; business planning and ideation.
More detail
- Pros
- Widely adopted across the group; highly versatile across multiple functions; Custom GPTs enable team-specific assistants without coding; Teams account allows centralised licence management.
- Cons
- Output quality is inconsistent and often not reviewed before use; instances of incorrect or low-quality AI-generated business plans; some teams remain limited to basic email use; uneven adoption with only a small number of advanced users in certain teams.
- Risks & notes
- Raw AI output should not be used in customer-facing communications without review; risk of sharing confidential or personal data, particularly in free or personal accounts; GDPR and POPIA considerations if personal data is entered.
Use Cases
Email drafting and editing; policy and SOP drafting; tasting notes and specification sheets; content writing; translation; packaging concepts; code generation including VBA; moodboards; campaign reports; client feedback summaries; PR list creation; creation of Custom GPTs such as weekly reporting, visual prompt direction, rostering support, and social and web content; integration with Monday.com, Teams, Outlook, and Calendar.
More detail
- Pros
- Widely adopted across the group; highly versatile across multiple functions; Custom GPT capability enables team-specific assistants without coding; Teams account allows centralised licence administration.
- Cons
- Output quality is inconsistent; tendency for staff to copy outputs without review; examples of inaccurate or low-quality outputs being used in business plans; limited advanced usage in some teams beyond basic email drafting; reliance on a small number of power users in certain teams.
- Risks & notes
- Raw AI output should not be used in customer-facing communications without review; risk of confidential data being shared via free or personal accounts; potential GDPR and POPIA implications if personal data is entered.
Use Cases
Email drafting and editing; policy and SOP drafting; tasting notes and specification sheets; content writing; translation; packaging concepts; code generation including VBA; moodboards; campaign reports; client feedback summaries; PR list creation; creation of Custom GPTs such as weekly reporting, visual prompt direction, rostering support, and social and web content; integration with Monday.com, Teams, Outlook, and Calendar; business planning and ideation.
More detail
- Pros
- Widely adopted across the group; highly versatile across multiple functions; Custom GPT capability enables team-specific assistants without coding; Business account allows centralised licence administration.
- Cons
- Output quality is inconsistent; tendency for staff to copy outputs without review; examples of inaccurate or low-quality outputs being used in business plans; limited advanced usage in some teams beyond basic email drafting; reliance on a small number of power users in certain teams.
- Risks & notes
- Currently 2 power users (Edward — Custom GPTs for marketing; Klaas Pieter — business planning). Target: expand to 6–8 staff.
- Impact / ROI
- Raw AI output should not be used in customer-facing communications without review; risk of confidential data being shared via free or personal accounts; potential GDPR and POPIA implications if personal data is entered.
Use Cases
Content generation; coding assistance; refining Claude prompts to save on Claude token usage; image generation; text refinement; email drafting; use of Codex; Projects features; creation of Custom GPTs; brainstorming; deep research (competitor analysis, product trend analysis); data analysis (e.g., monthly sales reports); document analysis; translation.
More detail
- Pros
- Widely adopted across the group; versatile for general day-to-day use across functions; supports team-specific workflows via Custom GPTs; central licence administration available through Business account; considered cost effective; performs well with Afrikaans; Project sharing between users in group for collaboration; voice functionality.
- Cons
- Output quality can be inconsistent; technical and operational limitations noted; risk of inaccuracies and hallucinations.
- Risks & notes
- Raw outputs should not be used directly in customer-facing communications; avoid entering confidential data into free or personal accounts; potential GDPR and POPIA implications when processing personal data.
- Impact / ROI
- Cost effective as a main general AI tool to use for a group (low token usage costs).
Use Cases
Email drafting and editing; policy and SOP drafting; tasting notes and specification sheets; content writing; translation; packaging concepts; code generation and VBA; moodboards; campaign reports; client feedback summaries; PR lists; custom GPT creation, including Weekly Report GPT, Emily Visual Prompt Director, a rostering assistant, Instagram and website content support, and placket copy for garden; business planning and ideation.
More detail
- Pros
- Most widely adopted tool across the group; versatile across functions; custom GPTs allow team-specific assistants without coding; group Teams account supports central licence administration; integration noted with Monday.com, Teams, Outlook and Calendar.
- Cons
- Output quality varies; some staff copy responses without sufficient editing.
- Risks & notes
- Integrated with Monday.com, Teams, Outlook, Calendar
- Impact / ROI
- Raw output should not be pasted directly into customer-facing communications; confidential data should not be shared in free or personal accounts; GDPR and POPIA implications may arise if personal data is entered; integration noted with Monday.com, Teams, Outlook and Calendar.
Use Cases
Email drafting and editing; policy and SOP drafting; tasting notes and specification sheets; content writing; translation; packaging concepts; code generation including VBA; moodboard creation; campaign reporting; client feedback summaries; PR list creation; creation of custom GPTs such as weekly reporting, visual prompt direction, rostering assistant, and social or website content generation; integrations with Monday.com, Teams, Outlook, and Calendar; business planning and ideation.
More detail
- Pros
- Widely adopted across the group; highly versatile across multiple functions; custom GPTs enable team-specific assistants without coding; central licence administration through the Teams account.
- Cons
- Output quality is inconsistent; tendency for staff to copy outputs without sufficient editing; examples of business plans submitted with clear AI-generated errors; limited advanced adoption in some operational teams; reliance on a small number of power users in certain teams.
- Risks & notes
- Raw AI-generated content should not be used directly in customer-facing communications; risk of sharing confidential information via free or personal accounts; potential GDPR and POPIA exposure if personal data is entered.
- Impact / ROI
- Most widely adopted tool across the group; perceived broad utility across functions.
Use Cases
Email drafting and editing; policy and SOP drafting; tasting notes and specification sheets; content writing; translation; packaging concept development; code generation including VBA; moodboards; campaign reporting; client feedback summaries; PR list creation; creation of custom GPTs such as weekly reporting, visual prompt direction, rostering, and content generation for Instagram, website, and garden copy; integrations with Monday.com, Teams, Outlook, and Calendar; business planning and ideation.
More detail
- Pros
- Widely adopted across the group; highly versatile across multiple functions; custom GPT capability enables team-specific assistants without coding; group Teams account allows centralised licence administration.
- Cons
- Output quality is inconsistent; tendency for staff to use outputs without sufficient editing.
- Risks & notes
- Marketing mostly; prompting training needed. Free for most of the team; some team members use a business version.
- Impact / ROI
- Raw AI output should not be used directly in customer-facing communications; risk of sharing confidential data in free or personal accounts; potential GDPR and POPIA implications when entering personal data.