Charities across the UK are adopting AI in their daily operations. From generating fundraising copy to streamlining internal processes, AI powered tools, like ChatGPT or Copilot, are swiftly becoming indispensable in the nonprofit sector. But with so many options available, the question remains: which AI is right for your charity?
Two of the most popular options are ChatGPT and Microsoft Copilot. Charities are already testing the waters: recent surveys show 57% are using ChatGPT, 23% use Copilot, and 14% are trialling Google’s Gemini . While all three offer powerful capabilities, this blog focuses on the two leaders: ChatGPT and Copilot.
We’ll evaluate their features, limitations, and best-use scenarios for charities, helping you make a secure and strategic decision.
ChatGPT Essential Features and Benefits for Nonprofits
Developed by OpenAI, ChatGPT is a highly adaptable AI assistant that supports nonprofits across communications, fundraising, and strategic planning. Its ultimate strength lies in content creation, an area where most charities invest significant time and energy.
1. Drafting fundraising emails, grant applications, and donor reports
For fundraising teams, ChatGPT can draft compelling donor emails, shape grant applications, and help structure impact reports. Instead of starting from a blank page, teams can begin with a strong draft and enhance it to reflect their organisation’s tone and values.
This reduces writing time significantly while keeping human oversight firmly in place. For charities looking to get started with AI for content generation, using AI for grant writing is a natural fit. ChatGPT excels in these creative and strategic tasks, freeing up staff time for more impactful work.
2. Brainstorming campaign ideas
Beyond drafting, ChatGPT acts as a thinking partner. It can help brainstorm campaign themes, refine a case for support, map donor journeys, or generate event concepts. Smaller charities often operate with limited marketing capacity. Having an AI assistant available to spark ideas or pressure-test messaging can unlock creativity without increasing headcount.
3. Offering instant summaries and simplifying complex documents
Another area where ChatGPT delivers value is in simplifying complicated information. Nonprofit teams frequently need to digest extensive funding guidelines, research papers, policy updates, or board reports.
ChatGPT can summarise key points, extract action items, and translate technical language into plain English. For leadership teams managing competing priorities, this speed and clarity can be transformative.
4. ChatGPT Business: Built with Security in Mind
For organisations handling sensitive supporter or beneficiary data, privacy cannot be an afterthought. ChatGPT Business, offered by OpenAI, provides enterprise-level security, administrative controls, and clear assurances that organisational data is not used to train the model.
Data is encrypted in transit and at rest, making it appropriate for charities working in healthcare, education, social services, or advocacy.
Copilot Essential Features and Benefits for Nonprofits
Where ChatGPT offers flexibility and creative breadth, Microsoft Copilot focuses on integration. Embedded directly within Microsoft 365, Copilot works inside familiar tools such as Microsoft Word, Microsoft Excel, Microsoft Outlook, and Microsoft Teams.
1. Seamless Application Integration
This integration changes how AI is practised. Rather than switching between platforms, staff can generate, edit, analyse, and summarise content directly within the applications they already use every day.
2. Automated Document Drafting and Refinement
In Microsoft Word, the AI acts as a writing assistant. It can transform rough notes into polished professional content or draft entire reports by pulling information from existing internal documents.
3. Streamlined Communication and Meeting Management
In Outlook, it can summarise long email threads or propose responses. In Teams, it can generate meeting summaries, highlight decisions made, and create follow-up task lists automatically. For charities managing trustees, volunteers, partners, and funders, this alone can save hours each week.
4. Plain-Language Data Analysis
Excel is another area where Copilot stands out. Many nonprofits hold valuable data but lack the time or technical expertise to extract insights. Copilot permits users to ask plain-language questions about spreadsheets, generate charts immediately, and identify trends in fundraising or programme performance. This lowers the barrier to meaningful data analysis.
5. Autonomous Copilot Agents
Beyond standard assistance, Copilot agents act as specialised, “always-on” digital teammates designed to automate entire business processes. While the standard Copilot helps individuals with specific tasks, agents can operate independently or with minimal oversight to manage multi-step workflows.
For instance, a charity could deploy a “Volunteer Onboarding Agent” that automatically processes applications, sends background check requests, and schedules orientation sessions. These agents can be built using Copilot Studio with little to no coding, allowing organisations to create custom tools that are grounded in their specific data and rules.
6. Enterprise-Grade Security and Compliance
Enterprise-grade security is a hallmark of Copilot. Data stays within the Microsoft Cloud, affiliated with your charity’s existing compliance and identity settings.
For organisations already using Microsoft 365, adopting Copilot feels less like a leap and more like a logical step forward.
As raised in our webinar ‘Unlock the power of Ai’ Presented by Adam Graham & Pavan Sawnhey: “the most important enhancement is the integration with Microsoft 365 apps… premium users can utilise co-pilot directly within Microsoft 365 apps like word Excel PowerPoint Outlook”
Additionally, Copilot supports safer AI use with policy management, which we explore in our AI policy guide for charities.
7.“Think Deeper” mode: better reasoning for complex decisions
Microsoft has introduced a “Think Deeper” option in Copilot experiences that uses a deeper reasoning model for more complex prompts. Microsoft describes this as a model-selection toggle where users can choose “Quick response” versus “Think deeper.”
This changes what you can realistically ask AI to do. Instead of just generating comms, you can use it for messy, multi-variable questions like budget allocation, scenario planning, service prioritisation, or balancing impact trade-offs across regions.
8.Multi-model choice: selecting the “brain” that fits the job
The market is shifting from “one AI model” to “a portfolio of models.” GitHub Copilot has already leaned into multi-model choice, and Microsoft has announced bringing Anthropic models into Microsoft 365 Copilot experiences (including Copilot Studio / Researcher scenarios), giving organisations more flexibility in which model powers a given task.
For charities, this is a powerful idea to explain simply: you might prefer one model for writing tone, another for analysis, and another for structured extraction. Over time, “choosing a tool” may matter less than “choosing the right model + workflow + controls.”
Downsides of Copilot and ChatGPT
While both tools offer powerful advantages, neither is a silver bullet. Understanding their constraints is essential before committing budget, training time, and internal trust.
The Downsides of ChatGPT
ChatGPT is flexible and creative, but that flexibility comes with trade-offs.
- One of the biggest challenges is prompt dependency. Without training or clear internal guidance, staff may struggle to get coherent, high-quality outputs. The tool is only as effective as the instructions it’s given. In organisations where digital confidence varies widely, this can create unequal results.
- Another limitation is workflow separation. ChatGPT typically operates outside your existing systems. Unless you invest in integrations or structured processes, staff are copying and pasting between platforms. That friction may sound small, but over time it decreases efficiency and increases the risk of version control issues or accidental data exposure.
- There is also the issue of context awareness. While ChatGPT can generate excellent drafts, it does not automatically “know” your internal documents, brand voice, or historical donor relationships unless you explicitly provide that information. That means outputs may require additional editing to align with your charity’s tone and strategy.
- Cost creep can be another hidden downside. While individual licenses are affordable, scaling securely across a larger organisation, particularly with enterprise features, can add up. Add to that the time investment for training and governance development, and the true cost becomes broader than the subscription fee.
- Finally, over-reliance is a real risk. Teams may begin to default to AI-generated thinking rather than exercising strategic judgement. For charities whose credibility depends on authenticity and lived experience, maintaining a strong human editorial voice remains vital.
“ChatGPT may require significant prompt crafting to produce accurate outputs, especially when used without training. It also lives outside your workflow, unless you integrate it manually.”
The Downsides of Microsoft Copilot
Microsoft Copilot is powerful inside Microsoft 365, but that strength creates its most significant limitation.
- Ecosystem Lock-In: To extract full value from Copilot, your charity must be deeply embedded in the Microsoft ecosystem. If your organisation relies on Slack for communication, Google Drive for document storage, Airtable for project tracking, or other non-Microsoft platforms, Copilot’s efficiency drops dramatically. In practical terms, this can mean you’re paying for capabilities that only apply to a portion of your workflow. The more hybrid your tech stack, the less transformative Copilot becomes.
- Limited Creative Expansion: Copilot excels at making existing processes more efficient. It summarises, restructures, drafts based on current files, and accelerates admin tasks. However, it can feel moderate when asked to generate bold campaign concepts or emotionally resonant fundraising narratives from scratch. If your priority is innovation or storytelling rather than workflow optimisation, you may find its outputs competent but not exciting.
- Data Governance Complexity: Copilot works within your Microsoft environment, which is a strength, but that also means it inherits your existing permission structures. If your SharePoint and Teams folders are poorly organised or over-permissioned, Copilot can surface information more broadly than intended. In other words, AI may expose governance weaknesses that previously exist. Before rollout, many charities need to tidy up access controls and data architecture, a task that can hesitate adoption.
- Cost and Licensing Complexity. Unlike standalone AI subscriptions, Copilot typically requires specific Microsoft 365 licensing tiers. For smaller charities on basic plans, upgrading can drastically increase costs. The “true price” of Copilot often includes licence upgrades, configuration time, and staff onboarding.
- Feature Gap Between Free and Paid. The free Copilot experience is significantly more limited. It tends to function more as a lightweight, web-based assistant rather than a deeply integrated workflow tool. This creates a noticeable gap between initial experimentation and meaningful organisational transformation.
Adam & Pavan dive into this within our webinar,
“The free version is very basic it’s limited into in what it can achieve so it’s most mostly a tech-based system”
Adam & Pavan dive into this within our webinar,
“The free version is very basic it’s limited into in what it can achieve so it’s most mostly a tech-based system”
For more insights into the pros & cons of ChatGPT and Copilot watch our webinar below:
ChatGPT vs Copilot: A Comparison for Charities
Feature | ChatGPT Business | Microsoft Copilot Enterprise | Best For |
Core Strength | Creative writing & ideation | Workflow automation & admin tasks | Depends on your use case |
Security | Enterprise-grade, no training | Microsoft 365 secure environment | Both offer strong security |
Integration | External to workflow | Embedded in Microsoft apps | Copilot for M365 users |
Learning Curve | Moderate | Low (for M365 users) | Copilot for existing users |
Cost | Flexible, lower cost per user | Higher enterprise pricing | ChatGPT for smaller budgets |
Grant writing, content creation | Excellent | Limited | ChatGPT |
Admin support, email summarisation | Moderate | Excellent | Copilot |
Best for fundraising communications | Yes | No | ChatGPT |
Best for IT-coordinated workflows | No | Yes | Copilot |
Summary: ChatGPT is the creative powerhouse. Copilot is the productivity engine. Choosing the right one depends on your charity’s workflows, goals, and resources.
How to Choose the Right AI Tool for Your Charity
The best AI tool is the one that reliably saves time without creating new risks or complications. For most charities, the decision comes down to three forces:
- Where does your work happen today?
- What are you trying to speed up?
- How confident must you be about security and governance?
Start with where the work already lives
If your organisation runs on Microsoft 365, Word for policies, Outlook for stakeholder emails, Teams for internal collaboration, and Excel for reporting, Copilot often feels like the “path of least resistance.” The main reason is not that it’s inherently smarter; it’s that it sits inside the tools people already use, so adoption is easier and the resistance is lower.
Copilot’s value tends to show up in small, frequent moments: turning meeting transcripts into actions, drafting replies inside Outlook, summarising long Teams threads, or analysing spreadsheets without needing an Excel power-user.
If, instead, your biggest pain is producing outward-facing content, fundraising appeals, impact storytelling, campaign messaging, case studies, donor reports, or grant narratives, ChatGPT is often a faster win because it performs like a flexible creative studio. It’s less tied to one ecosystem, and it tends to be strong when you want to iterate: “give me 10 angles,” “rewrite this for corporate donors,” “shorten it for social,” “make it warmer,” “add a stronger call to action.”
Define your primary use case: speed, quality, or confidence
Most teams buy AI for “efficiency,” but the real driver is typically one of these three:
- Speed: you need time back. Copilot tends to shine when the work is repetitive and already in Microsoft 365: meeting follow-ups, document first drafts, summaries, and Excel analysis. ChatGPT can also deliver speed, but often when you’re producing content that doesn’t depend on your internal files.
- Quality: you need better writing and clearer thinking. ChatGPT is excellent for tone, persuasion, storytelling, and structure, particularly for fundraising or grant writing. Copilot can produce strong writing too, but its advantage often comes from the context it can pull from your Microsoft environment (depending on configuration and permissions).
- Confidence: you need stronger governance and lower risk. For charities with sensitive data, beneficiaries, health, safeguarding, domestic abuse services, legal casework, your decision may be driven less by “best output” and more by “best controls.” Here, enterprise guardrails, identity access, and admin oversight matter as much as the model itself.
Plan to use a simple “risk-to-reward” lens
- Low risk + high reward starting points (almost any charity can do these safely): Use AI for brainstorming, rewriting public-facing copy, abbreviating already-public documents, drafting generic templates, or creating training materials that contain no personal data. This is where most organisations can start and show value quickly.
- Medium risk use cases (needs light governance): Using AI to draft grant applications based on internal impact data, shaping donor comms that reference supporter history, summarising internal meeting notes, or creating policy drafts. These can be hugely valuable, but you need apparent rules about what can be pasted in, who reviews outputs, and where files are stored.
- High risk use cases (needs formal governance and often specialist review): Anything involving beneficiary case notes, safeguarding details, legal advice, medical information, or automated decisions that materially affect service users. AI can still be helpful here, but typically in controlled, audited ways, and not as a “copy/paste and hope” tool.
- This lens helps charities avoid the common trap: rolling out AI everywhere at once, then pulling back when someone inevitably raises a legitimate data or safeguarding concern.
- Don’t ignore the “change management” reality; Copilot can win adoption faster in Microsoft-heavy organisations because it meets people where they already work. ChatGPT can win adoption faster in comms/fundraising teams because it feels like an always-on writing partner.
So, a very practical approach is, choose the tool that fits the team you most need to help first. If fundraising is bottlenecked, start there. If leadership is drowning in meetings and follow-ups, start there. Prove value in one place, then increase.
Questions to Help Your Charity Decide Between ChatGPT and Copilot
Does your charity primarily use Microsoft 365?
Yes → Go with Copilot Enterprise
No → Consider ChatGPT Business
What tasks dominate your team’s time?
Administrative (emails, reports, meeting notes, coordination) → Copilot Enterprise
Creative (fundraising appeals, grant writing, campaigns, communications) → ChatGPT Business
Mixed → Assess which role types would benefit most from each tool
What’s your realistic budget per user?
- If you’re cost-sensitive, ChatGPT is generally more affordable per seat
- Larger charities may find Copilot’s integrated features justify the higher cost
Do you have IT support for implementation?
- Copilot typically needs IT configuration and licensing support
- ChatGPT Business is easier to set up and manage independently
If you’re considering how to get started, our blog on AI tools for third sector organisations walks through common entry points and low-risk pilots.
FAQ
Is ChatGPT better than Copilot?
Not necessarily. ChatGPT excels at creativity, while Copilot is better for streamlining tasks within Microsoft 365. The right choice depends on your charity’s needs.
Can you replace ChatGPT with Copilot?
Only in some use cases. Copilot won’t replace ChatGPT’s strengths in storytelling, fundraising content, or campaign ideation.
Is the Copilot AI app safe?
Yes. Copilot is hosted within Microsoft’s trusted cloud ecosystem, aligned with your existing security and identity policies. Learn more about the benefits of Copilot for nonprofits.
What is the difference between ChatGPT Plus and Copilot Pro 2025?
ChatGPT Plus is a personal plan with access to GPT-4. Copilot Pro is also aimed at individuals but integrates with Office apps and provides Microsoft 365 features. For business use, charities should look at ChatGPT Team/Business or Copilot Enterprise.
Final Thoughts
The decision between ChatGPT and Microsoft Copilot is no longer about which AI is “smarter,” but rather which tool fits your charity’s specific workflow and risk profile. Both are powered by advanced language models that have been trained on trillions of data points to understand and generate human-like text, but they apply that intelligence in different ways.
If your priority is a versatile AI chatbot that acts as a creative partner for fundraising stories and innovation, ChatGPT remains a standout. However, if your charity is deeply embedded in the Microsoft ecosystem and needs a productivity engine that lives where your data lives, Copilot is the logical choice. By matching the right tool to your team’s primary needs, whether that’s administrative speed, creative quality, or governance confidence, you can ensure that AI becomes a powerful catalyst for your mission rather than a source of new complexity.
Ready to bring AI to your charity but not sure where to start?
Qlic specialises in AI consultancy, helping nonprofits select and securely implement the right AI tools for their mission. Contact us for expert guidance.
