So much AI - what should I use?

fahd.zafar • September 2, 2024

The world of Artificial Intelligence (AI) is vast and ever-expanding, offering a plethora of tools and technologies. For businesses looking to leverage AI, the sheer variety can be overwhelming. How do you decide which AI technologies are right for your organisation? 

Let's break it down and explore some of the most useful AI applications for organisations of all sizes.

 

1. Natural Language Processing (NLP)

NLP allows computers to understand, interpret, and generate human language. This can be incredibly useful for:

- Chatbots for customer service or donor engagement

- Automated email responses

- Social media monitoring and sentiment analysis

- Language translation for international operations

 

2. Machine Learning (ML)

ML algorithms learn from data to make predictions or decisions. This can be applied to:

- Predictive analytics for fundraising or sales forecasting

- Fraud detection in financial transactions

- Personalised recommendations for donors or customers

- Optimising operations and resource allocation

 

3. Computer Vision

This AI technology interprets and understands visual information from the world. It can be used for:

- Image recognition for cataloguing and searching visual data

- Quality control in manufacturing SMEs

- Facial recognition for security purposes

- Analysing satellite imagery for environmental NGOs

 

4. Robotic Process Automation (RPA)

RPA uses AI to automate repetitive, rule-based tasks. This is particularly useful for:

- Data entry and processing

- Generating reports

- Managing invoices and expenses

- Scheduling and calendar management

 

5. Speech Recognition

This technology converts spoken language into text, which can be valuable for:

- Transcribing meetings or interviews

- Voice-activated assistants for accessibility

- Automated phone systems

 

6. Recommendation Systems

These AI systems suggest items or actions based on user behaviour and preferences. They can be used for:

- Personalising content for website visitors

- Suggesting relevant resources or services to beneficiaries

- Cross-selling and upselling for SMEs

 

7. Predictive Maintenance

For businesses in manufacturing or with physical assets, predictive maintenance AI can:

- Forecast when equipment is likely to fail

- Schedule maintenance to prevent downtime

- Optimise the lifespan of assets

 

8. Generative AI

This cutting-edge AI can generate new content, including text, images, and even code. It can be used for:

- Content creation for marketing materials

- Generating reports or proposals

- Creating visual assets for campaigns

 

When deciding which AI technologies to adopt, consider the following:

1.  Identify Your Needs: 
Start with your organisation's challenges and goals. Which AI technologies align best with these?

2. Start Small: Begin with a pilot project in one area before expanding AI use across your organisation.

3. Consider Resources: Some AI technologies require significant data and computing power. Ensure you have the necessary resources.

4. Evaluate Skills: Do you have the in-house expertise to implement and manage the AI system, or will you need external support?

5. Assess Impact: Consider both the potential benefits and the ethical implications of each AI technology.

6. Integration: How well will the AI technology integrate with your existing systems and processes?

7. Scalability: Can the AI solution grow with your organisation?



Remember, the goal isn't to use AI for its own sake, but to leverage it in ways that genuinely improve your operations and help you achieve your mission more effectively.

Feeling overwhelmed by the options? Altiatech is here to help. We offer a free AI clinic to assess your needs and recommend the most suitable AI technologies for your organisation. Contact us today to book your session and start your AI journey on the right foot.

September 23, 2025
Travellers across Europe are facing significant delays and disruptions as a ransomware attack on a critical aviation software provider brings manual check-in processes back to major airports. The European Union Agency for Cybersecurity (ENISA) has confirmed that ransomware is behind the ongoing chaos affecting airports from London to Brussels, highlighting the vulnerability of critical infrastructure to cyber attacks.
September 23, 2025
Car manufacturer Stellantis—the global automotive giant behind household names including Chrysler, Jeep, and Peugeot—has become the latest victim of a supply chain cyber attack, with customer data compromised through a third-party vendor breach.
September 22, 2025
Microsoft recently addressed a critical security vulnerability in its Entra ID platform that could have allowed attackers to impersonate any user, including those with the highest administrative privileges, across any organisation's tenant. This incident highlights the evolving sophistication of cloud-based threats and the critical importance of comprehensive identity security strategies.
By fahd.zafar September 19, 2025
IT leaders face an unprecedented challenge: managing increasingly complex technology environments whilst maintaining operational efficiency and driving innovation. The enterprise technology stack has transformed dramatically, creating both tremendous opportunities and significant operational headaches.
September 19, 2025
Action Required: Update Your Chrome Browser Immediately We're reaching out to alert you to a critical security vulnerability in Google Chrome that requires your immediate attention. Google has released an emergency security patch for a high-severity flaw that cybercriminals are already exploiting in the wild.
By fahd.zafar September 17, 2025
Digital transformation has become a business imperative, yet despite decades of investment in technology and management theory, the failure rate remains stubbornly high. A study conducted by Oxford's Saïd Business School and EY reveals why: organisations that put humans at the centre of their transformation journey are 2.6 times more likely to succeed than those that don't.
September 17, 2025
Microsoft has announced significant changes to their online services pricing structure, effective from 1 st November 2025. These changes will standardise pricing across all Enterprise Agreement (EA), Enterprise Subscription Agreement (ESA), and Microsoft Products and Services Agreement (MPSA) customers, removing programmatic discounts for Level B-D customers (organisations with 2,400+ Enterprise plans).
September 16, 2025
The world of luxury fashion, synonymous with exclusivity and prestige, has found itself in an uncomfortable spotlight. Cybercriminals have successfully breached the systems of some of the most prestigious brands in the industry, stealing private customer data from millions of Gucci, Balenciaga, and Alexander McQueen shoppers. This incident highlights a troubling trend: luxury brands are becoming increasingly attractive targets for sophisticated cybercriminals.
September 16, 2025
The automotive industry has always been a symbol of British manufacturing excellence, but recent events at Jaguar Land Rover (JLR) have exposed the vulnerabilities of modern interconnected supply chains. What began as a cyber attack has evolved into a prolonged production shutdown with far-reaching consequences that extend well beyond the luxury car manufacturer's factory walls.
September 15, 2025
With less than 30 days until Microsoft pulls the plug on Windows 10 support, organisations across the UK are facing a critical decision point. As we highlighted in our recent analysis, millions of devices will lose security updates on 14th October 2025 , leaving businesses exposed to cyber threats. But here's the thing – this deadline doesn't have to spell disaster for your organisation. With proper planning and the right partner, your Windows migration can become an opportunity to modernise your entire IT infrastructure.