When artificial intelligence (AI) and machine learning first appeared on the radar of most businesses, they were viewed as niche technologies that would remain in the research lab for years to come. In the last few years, AI has exploded, with countless businesses and individuals now actively researching how AI can be implemented into their everyday processes.
In today’s blog, we will be covering 300 AI use cases and applications that will inspire you and help you decide how you can use AI to improve your own business.
We’ve divided the 300 use cases into 4 main parts:
- Text AI Use Cases
- Image AI Use Cases
- Video AI Use Cases
- Audio AI Use Cases
- Spreadsheet AI Use Cases
Ready To Apply AI To Your Business?
We’ve compiled the best AI Apps available on the market today.
What is Artificial Intelligence?
It is no surprise that there is a lot of confusion about what AI actually is, what it can do, and where it could be used.
Many associate AI with robots or images from science fiction films. The reality is much simpler: AI is the ability to process data and make predictions based on it.
The term “AI” is used in many different contexts. In some cases, it refers to a person who has the ability to imagine what a person would do in a particular situation. In other cases, it refers to an AI program that can be programmed to do certain tasks, such as detecting if a car is parked near a parking space or whether the car is moving or not.
In this blog post, we will be covering 4 main categories of AI: Text AI, Image AI, Video AI, Audio Ai and Spreadsheet AI. Let’s dive right in!
Text AI Use Cases
AI is already used in today’s world for many things, but one of the most popular and useful applications of AI is text analysis.
Text analysis is the practice of using computers to analyze text and data found in text.
Some text AI use cases include:
Sentiment analysis: Sentiment analysis looks at the tone of the text and attempts to determine if the text is positive, negative, or neutral.
Naming Analysis: Naming analysis is focused on the naming conventions used in the text and how they impact the meaning of the text
Meaning extraction: Meaning extraction attempts to understand and summarize the main ideas in the text.
Topic modeling: Topic modeling is a form of machine learning, and it attempts to discover underlying topics in the text.
Compression: Text compression is the attempt to reduce the size of the text.
Translation: Translation is the attempt to translate text from one language to another.
61 Use Cases and Applications for Text AI:
-
Text translation: (Translation)
See DeepL found here
-
Document translation: (Translation)
See DeepL found here
-
Digital assets localization : (Translation)
See Phrase found here
-
Image translation: (Translation)
See Yandex found here
-
Conversation real-time translation: (Translation)
See Bing\Microsoft found here
-
Paraprasing: (Sentence Similarity)
See Wordtune\A21 Labs found here
-
Rephrasing: (Sentence Similarity)
See Wordtune\A21 Labs found here
-
Plagriasim dectection: (Sentence Similarity)
See Grammerly found here
-
Proofreading: (Sentence Similarity)
See Grammerly found here
-
Keyword search: (Sentence Similarity)
See Twinword found here
-
Fact check: (Question Answering)
See Google found here
-
Technical support: (Question Answering)
See Chatbot found here
-
Sales assistnet : (Question Answering)
See Pipe drive found here
-
Q&A: (Question Answering)
See Deepset found here
-
Topics classification : (Summarization)
See One AI found here
-
Media monitoring: (Summarization)
See Brandwatch found here
-
Newsletter generator: (Summarization)
See Promo found here
-
Serch engine optimization : (Summarization)
See Jasper found here
-
Documents data extraction: (Summarization)
See Alphamoon found here
-
Invoice processing: (Summarization)
See Alphamoon found here
-
Medical data summarization : (Summarization)
See Sorcero found here
-
Legal contract review: (Summarization)
See Legartis found here
-
Document Question Answering: (Document Question Answering)
See Impira found here
-
Financial report analysis: (Document Question Answering)
See Deepset found here
-
Insurance underwrittening : (Document Question Answering)
See Impira found here
-
Market insight/user sentiment: (Text Classification)
See Symanto found here
-
Employee statisfaction: (Text Classification)
See Symanto found here
-
Opinion mining: (Text Classification)
See Symanto found here
-
Emotion from text: (Text Classification)
See Symanto found here
-
Document classification: (Text Classification)
See Alphamoon found here
-
Check documents for missing inputs: (Text Classification)
See Levity found here
-
Debt collection: (Text Classification)
See Alphamoon found here
-
Classify Email Campaign Responses: (Text Classification)
See Levity found here
-
Automatically categorize written customer feedback: (Text Classification)
See Levity found here
-
Shiping document clasification: (Text Classification)
See Levity found here
-
Code generation: (Text2Text Generation)
See Github found here
-
Word to text: (Text2Text Generation)
See Deepai found here
-
Story Generator: (Text2Text Generation)
See Nichesss found here
-
Free Question and Answer Generator: (Text Generation)
See Lumos learning found here
-
Content writing: (Text Generation)
See Jasper found here
-
Document generator: (Text Generation)
See Conga found here
-
Product Description Generator: (Text Generation)
See Copy ai found here
-
Instagram Caption Generator: (Text Generation)
See Copy ai found here
-
Slogan generator: (Text Generation)
See Copy ai found here
-
Email Subject Line Generator: (Text Generation)
See Copy ai found here
-
Haiku generator: (Text Generation)
See Colombia climate school found here
-
Business Name Generator: (Text Generation)
See Copy ai found here
-
Synthetic data generation: (Text Generation)
See Mostly ai found here
-
Vocal sentiment analysis: (Conversational)
See Symanto found here
-
Virtual companion : (Conversational)
See Luka, Inc. found here
-
Virtual Assistants: (Conversational)
See Fireflies found here
-
Training data augmentaion : (Fill-Mask)
See Open source found here
-
Learning text representations: (Fill-Mask)
See Open source found here
-
Predictive text: (Fill-Mask)
See Google found here
-
Named entity recognition (NER): (Token Classification)
See Various found here
-
Part-of-speech tagging: (Token Classification)
See Stanford found here
-
Chunking: (Token Classification)
See NLP cloud found here
-
Topic Classification: (Zero-Shot Classification)
See Opensource\HuggingFace found here
-
Training with small amount of data: (Zero-Shot Classification)
See Various found here
-
From structured data: (Table Question Answering)
See Deepset found here
-
From unstructured data: (Table Question Answering)
See Open source found here
Images AI Use Cases
The next category of AI Apps is Image AI. Some of the most popular and useful applications of image AI are image recognition, image tagging, and image classification.
Image Recognition:: Image recognition is the process of attempting to understand what an image is.
Image tagging: Image tagging is the process of attempting to assign keywords to an image.
Image Classification: Image classification is the process of attempting to assign a category to the image.
67 Use Cases And Applications for Image AI:
-
Classification of the type and severity of damages: (Image Classification)
See Swissinspect found here
-
Age classification : (Image Classification)
See Open source found here
-
Gender classification: (Image Classification)
See Open source found here
-
Ethnicity classification : (Image Classification)
See Open source found here
-
Skin cancer clasification : (Image Classification)
See Stanford found here
-
Mushroom classifcation : (Image Classification)
See Open source found here
-
Iris Flower Classification: (Image Classification)
See Open source found here
-
Dog Breed Classification: (Image Classification)
See Open source found here
-
Human pose estimation: (Image Segmentation)
See Google found here
-
Selfie Segmentation: (Image Segmentation)
See Google found here
-
Hair Segmentation: (Image Segmentation)
See Google found here
-
Damage quantification: (Image Segmentation)
See Swissinspect found here
-
Swimmers segmentation : (Image Segmentation)
See Lynxight found here
-
Hand segmentation: (Image Segmentation)
See Open source found here
-
Cardiac image segmentation: (Image Segmentation)
See Open source found here
-
Scene Parsing: (Image Segmentation)
See V7 found here
-
Clicked object segmentation: (Image Segmentation)
See Open source found here
-
Scribble To Mask: (Image Segmentation)
See Open source found here
-
COVID-19 Chest X-Ray Diagnosis: (Zero-Shot Image Classification)
See V7 found here
-
Sketch-based Image Retrieval : (Zero-Shot Image Classification)
See V7 found here
-
New action recognition : (Zero-Shot Image Classification)
See V7 found here
-
Cloths virtual try on : (Image-to-Image)
See Opensource found here
-
Stylize image : (Image-to-Image)
See Opensource found here
-
Combine two styles: (Image-to-Image)
See Opensource found here
-
Image enhancment: (Image-to-Image)
See Avc ai found here
-
Super resolution: (Image-to-Image)
See Deep ai found here
-
Image colorization: (Image-to-Image)
See Deep ai found here
-
Image restoration: (Image-to-Image)
See Hotpot found here
-
Sketch to image : (Image-to-Image)
See Nvidia found here
-
Outpainting: (Image-to-Image)
See Open ai found here
-
Image completion \inpainting: (Image-to-Image)
See Microsoft found here
-
3D modelling: (Image-to-Image)
See Sloyd found here
-
3D product representation: (Image-to-Image)
See 3dfy found here
-
3D game design: (Image-to-Image)
See 3dfy found here
-
AR/VR 3D content creation: (Image-to-Image)
See 3dfy found here
-
Synthetic data generation: (Image-to-Image)
See Mostly ai found here
-
3D training data generation: (Image-to-Image)
See 3dfy found here
-
Improving super resoltion model: (Unconditional Image Generation)
See Open source found here
-
NFT generator: (Unconditional Image Generation)
See Hotpot found here
-
Text detection: (Object Detection)
See Open source found here
-
Face Detection: (Object Detection)
See Google found here
-
Face mesh: (Object Detection)
See Google found here
-
3D object detection: (Object Detection)
See Google found here
-
Video Cropping: (Object Detection)
See Google found here
-
Damage detection for bridges: (Object Detection)
See Swissinspect found here
-
Trafic sign detection : (Object Detection)
See University of Ljubljana found here
-
Pest and Disease Detection: (Object Detection)
See Arugga found here
-
People without mask: (Object Detection)
See Ml6 found here
-
Gun detection: (Object Detection)
See Actuate found here
-
Image captioning: (Image-to-Text)
See Open source found here
-
Receipt Optical character recognition (OCR): (Image-to-Text)
See Veryfi found here
-
Invoice Optical character recognition (OCR): (Image-to-Text)
See Veryfi found here
-
Text to image search: (Text-to-Image)
See Vespa found here
-
Art creation : (Text-to-Image)
See Jasper found here
-
Text-to-Image Encryption-Decryption: (Text-to-Image)
See Open source found here
-
help the visually impaired: (Visual Question Answering (e.g Are there any cats in the image?))
See Open source found here
-
Face recognition/ biometrics: (Patteren recognion )
See Visage technologies found here
-
Text recognetion: (Patteren recognion )
See Klippa found here
-
Traffic sign recognition : (Patteren recognion )
See Sygic found here
-
Virtual makeup try-on: (Patteren recognion )
See Visage technologies found here
-
Driver monitoring: (Patteren recognion )
See Visage technologies found here
-
Face filters: (Patteren recognion )
See Visage technologies found here
-
Eyewear try on : (Patteren recognion )
See Visage technologies found here
-
Recognize and translate sign language: (Patteren recognion )
See Signall found here
-
Depth Map: (Patteren recognion )
See Opensource found here
-
Car Make / Model Recognition: (Patteren recognion )
See Carnet found here
-
Bio marker discovey: (Patteren recognion )
See Sonari analytics found here
Video AI Use Cases
Some of the most popular and useful applications of video AI are video recognition, video tagging, and video classification.
Video Recognition: Video recognition is the process of a computer attempting to understand what the video is about and what is happening in the video.
Video tagging: Video tagging is the process of attempting to assign keywords to a video.
Video Classification: Video classification is the process of attempting to assign a category to the video.
67 Use Cases And Applications for Video AI:
-
Lip reading: (Video Classification)
See Liopa found here
-
Keyword spotting in cctv: (Video Classification)
See Liopa found here
-
Violence Recognition: (Video Classification)
See Viisights found here
-
Weapons Detection: (Video Classification)
See Viisights found here
-
Crowd In-Action: (Video Classification)
See Viisights found here
-
Vandalism: (Video Classification)
See Viisights found here
-
Contextual Loitering: (Video Classification)
See Viisights found here
-
Object Abandonment: (Video Classification)
See Viisights found here
-
Entering or exiting a vehicle: (Video Classification)
See Viisights found here
-
Appearance and Disappearance of Objects: (Video Classification)
See Viisights found here
-
Person falling/on the Ground: (Video Classification)
See Viisights found here
-
Hidden Face (person with/without a mask): (Video Classification)
See Viisights found here
-
Person Movement Type: (Video Classification)
See Viisights found here
-
Person Holding Weapon: (Video Classification)
See Viisights found here
-
Detect and classify groups: (Video Classification)
See Viisights found here
-
Recognize group behavior: (Video Classification)
See Viisights found here
-
Classify group density: (Video Classification)
See Viisights found here
-
Subject moving along a perimeter: (Video Classification)
See Viisights found here
-
Subject relative to sensitive areas: (Video Classification)
See Viisights found here
-
Vehicle relative to sensitive areas: (Video Classification)
See Viisights found here
-
Vehicle Classification: (Video Classification)
See Viisights found here
-
Traffic Congestion: (Video Classification)
See Viisights found here
-
Accident and hazard recognition: (Video Classification)
See Viisights found here
-
Moving in the wrong direction: (Video Classification)
See Viisights found here
-
Child sits: (Video Classification)
See Viisights found here
-
No child in front: (Video Classification)
See Viisights found here
-
Hand/head inside car: (Video Classification)
See Viisights found here
-
Seat belt usage : (Video Classification)
See Viisights found here
-
Valid number of passengers: (Video Classification)
See Viisights found here
-
Child left in car: (Video Classification)
See Viisights found here
-
Car passenger distress signls: (Video Classification)
See Viisights found here
-
Smoking in rented car: (Video Classification)
See Viisights found here
-
Alchol while driving: (Video Classification)
See Viisights found here
-
Seat occupancy in public transport: (Video Classification)
See Viisights found here
-
Littering recognition: (Video Classification)
See Viisights found here
-
Tampering recognition: (Video Classification)
See Viisights found here
-
Nudity in public: (Video Classification)
See Viisights found here
-
Pose Classification: (Video Classification)
See Google found here
-
Sexual behaviour in public: (Video Classification)
See Viisights found here
-
Vehicle Counting: (Object Detection)
See Viisights found here
-
Smoke detection: (Object Detection)
See Viisights found here
-
Fire detection: (Object Detection)
See Viisights found here
-
Automatically detects environmental hazards: (Object Detection)
See Viisights found here
-
Detect individuals with/without safety equipment: (Object Detection)
See Viisights found here
-
Individuals in hazard zones or near dangerous equipment.: (Object Detection)
See Viisights found here
-
Safe distances between workers: (Object Detection)
See Viisights found here
-
People counting in public transport: (Object Detection)
See Viisights found here
-
Wheelchair detection in public transport: (Object Detection)
See Viisights found here
-
Pram detection in public transport: (Object Detection)
See Viisights found here
-
Bicycle detection in public transport: (Object Detection)
See Viisights found here
-
Scooter detection in public transport: (Object Detection)
See Viisights found here
-
Box Tracking: (Object tracking)
See Google found here
-
Instant Motion Tracking: (Object tracking)
See Google found here
-
Saliency-aware Video Cropping: (Object tracking)
See Google found here
-
pose tracking.: (Object tracking)
See Google found here
-
Iris tracking: (Object tracking)
See Google found here
-
Simultaneous Localization And Mapping: (Object tracking)
See Open source found here
-
INSIDE-OUT TRACKING: (Object tracking)
See Spectacular AI found here
-
Video Highlight Reels: (Video summary)
See Pictory found here
-
Automated Sports Highlights Generation: (Video summary)
See AllHunters found here
-
Create videos with AI actors : (Text to video)
See Colossyan found here
-
Artistic video: (Text to video)
See Meta found here
-
Music Conditioned 3D Dance Generation: (Audio to video)
See AI Choreographer found here
-
Speech to video editor: (Audio to video)
See Synthesia found here
-
Fly into photo: (Image to video)
See Google found here
-
Image animation: (Image to video)
See Pixbim found here
-
Synthetic data generation: (Image to video)
See Mostly ai found here
Audio AI Use Cases
Some of the most popular and useful applications of audio AI are audio recognition, audio tagging, and audio transcription.
Audio recognition: Audio recognition is the process of a computer attempting to understand what the audio is and what it sounds like.
Audio tagging: Audio tagging is the process of attempting to assign keywords to the audio.
Audio transcription: Audio transcription is the process of attempting to create a written transcript of the audio.
37 Use Cases And Applications for Audio AI:
-
Lyrics and music generator: (Text-to-audio)
See Audior found here
-
Speech processing: (Automatic Speech Recognition)
See T pro found here
-
Dictation: (Automatic Speech Recognition)
See T pro found here
-
SPEAKER IDENTIFICATION: (Automatic Speech Recognition)
See Speech text ai found here
-
AUTOMATIC PUNCTUATION: (Automatic Speech Recognition)
See Speech text ai found here
-
Subtitle generation: (Automatic Speech Recognition)
See Speech text ai found here
-
Transcription of interviews: (Automatic Speech Recognition)
See Speech text ai found here
-
Confernce call analysis: (Automatic Speech Recognition)
See Speech text ai found here
-
AUDIO SEARCH ENGINE: (Sound to text)
See Speech text ai found here
-
Video to text: (Sound to text)
See Speech text ai found here
-
Mp3 to text: (Sound to text)
See Speech text ai found here
-
Passive voice assistant: (Audio Classification)
See Cochl found here
-
Monitor music copyright infringement: (Audio Classification)
See Cochl found here
-
Music content analysis: (Audio Classification)
See Cochl found here
-
Music fingerprinting: (Audio Classification)
See Cochl found here
-
Cough alert: (Audio Classification)
See Cochl found here
-
Sneeze alert: (Audio Classification)
See Cochl found here
-
Scream alert: (Audio Classification)
See Cochl found here
-
Snore alert: (Audio Classification)
See Cochl found here
-
Emergency sound monitoring : (Voice Activity Detection)
See Cochl found here
-
Sound event detection: (Voice Activity Detection)
See Cochl found here
-
Car window break sound: (Voice Activity Detection)
See Cochl found here
-
Car honk: (Audio Classification)
See Cochl found here
-
Car crash: (Audio Classification)
See Cochl found here
-
Siren: (Audio Classification)
See Cochl found here
-
Whistle: (Audio Classification)
See Cochl found here
-
Gunshot: (Audio Classification)
See Cochl found here
-
Glass break: (Audio Classification)
See Cochl found here
-
Fire/smoke alarm: (Audio Classification)
See Cochl found here
-
Baby cry: (Audio Classification)
See Cochl found here
-
Dog bark: (Audio Classification)
See Cochl found here
-
Knock: (Audio Classification)
See Cochl found here
-
Tag your music: (Audio Classification)
See Cyanite found here
-
Music Recommendation from audio: (Audio-to-Audio)
See Spotify found here
-
AI-generated music: (Audio-to-Audio)
See The verge found here
-
Music Editing: (Audio-to-Audio)
See Open source found here
-
Synthetic data generation: (Audio-to-Audio)
See Mostly ai found here
Spreadsheet AI Use Cases
A spreadsheet is one of the most commonly used pieces of software. It is ubiquitous and can be used in almost any industry. Spreadsheets are great for storing information such as financial data, customer information, and more.
But what if you wanted your spreadsheet to do more than just store information? What if you wanted it to learn from past data and make predictions based on that data?
With the help of AI, you can do just that. Some spreadsheet AI use cases include:
Predictive Analysis: Predictive analysis is the process of using past data to make predictions about the future.
Collaborative Filtering: Collaborative filtering is the process of using past data to create recommendations based on other users’ past behavior.
Sentiment Analysis: Sentiment analysis is the process of using past data to attempt to understand the general sentiment of the data.
Visualization: Visualization is the process of creating visual representations of data.
68 Use Cases And Applications for Spreadsheet AI:
-
Credit Scoring: (Tabular classification)
See MindsDB found here
-
Fraudulent Claim Detection: (Tabular classification)
See MindsDB found here
-
Product Personalization: (Tabular classification)
See MindsDB found here
-
Risk assessement: (Tabular classification)
See MindsDB found here
-
Cyber-threat detection: (Tabular classification)
See H2O ai found here
-
Product Recommendations: (Tabular classification)
See H2O ai found here
-
Propensity to Buy: (Tabular classification)
See H2O ai found here
-
M&A likelihood : (Tabular classification)
See H2O ai found here
-
Collusion Fraud: (Tabular classification)
See H2O ai found here
-
Anti-Money Laundering: (Tabular classification)
See H2O ai found here
-
Application / Account Opening Fraud: (Tabular classification)
See H2O ai found here
-
Check fraud: (Tabular classification)
See H2O ai found here
-
Transaction Fraud: (Tabular classification)
See H2O ai found here
-
genetic risk: (Tabular classification)
See H2O ai found here
-
Drug Effectiveness: (Tabular classification)
See H2O ai found here
-
Reason codes for claims denials: (Tabular classification)
See H2O ai found here
-
Candidate screening: (Tabular classification)
See Eightfold found here
-
Churn rate: (Prediction)
See MindsDB found here
-
Employee Retention rate: (Prediction)
See MindsDB found here
-
Customer Lifetime Value: (Prediction)
See MindsDB found here
-
Marketing targeting : (Prediction)
See MindsDB found here
-
Product demand: (Prediction)
See MindsDB found here
-
Loan recovery dates: (Prediction)
See MindsDB found here
-
patients at risk for adverse events: (Prediction)
See MindsDB found here
-
Need for maintenance: (Prediction)
See MindsDB found here
-
Product pricing: (Prediction)
See MindsDB found here
-
Predict investing factors: (Prediction)
See H2O ai found here
-
Predicting Hospital-Acquired Infections: (Prediction)
See H2O ai found here
-
Cryptocurrency dynamic: (Prediction)
See H2O ai found here
-
Predicting Readmissions in clinics: (Prediction)
See H2O ai found here
-
Predict Factors Contributing to Opioid Abuse: (Prediction)
See H2O ai found here
-
Predicting Flu Encounters: (Prediction)
See H2O ai found here
-
Mechanisms of Action (MoA) Prediction: (Prediction)
See H2O ai found here
-
COVID-19 Vaccine Adverse Effects Predictor: (Prediction)
See H2O ai found here
-
Lead Scoring: (Prediction)
See H2O ai found here
-
Omics data mining: (Prediction)
See Open source found here
-
Molecule structure: (Prediction)
See Open source found here
-
Activity relationships: (Prediction)
See Open source found here
-
Drug leads: (Prediction)
See Open source found here
-
Particle discovery: (Prediction)
See Open source found here
-
Intelligent search: (Prediction)
See Sinequa found here
-
Credit Card Anomaly Detection: (Prediction)
See Project pro found here
-
Covid-19 spread: (Forecasting)
See Open source found here
-
Demand forecasting in accomodation: (Forecasting)
See PredcitHQ found here
-
Demand forecasting in aviation : (Forecasting)
See PredcitHQ found here
-
Demand forecasting in consumer packaged goods: (Forecasting)
See PredcitHQ found here
-
Demand forecasting in grocery and supermarkets: (Forecasting)
See PredcitHQ found here
-
Cash demand forecasting: (Forecasting)
See H2O ai found here
-
Buy Now, Pay Later (BNPL): (Forecasting)
See H2O ai found here
-
Trading Strategies: (Forecasting)
See H2O ai found here
-
Detecting Drive-By Download Attack: (Forecasting)
See Opensource found here
-
AI Betting Agents: (Forecasting)
See Opensource found here
-
Product recommendation: (Recommendation)
See Aporia found here
-
Tv recommendation : (Recommendation)
See Netflix found here
-
Music recommendation from user: (Recommendation)
See Spotify found here
-
Dashboard recomandation: (Recommendation)
See Yellowfin found here
-
Personalized Product Bundling: (Recommendation)
See H2O ai found here
-
Transportation Optimization: (Recommendation)
See H2O ai found here
-
Next Best Offer: (Recommendation)
See H2O ai found here
-
Next Best Action: (Recommendation)
See H2O ai found here
-
Content Personalization: (Recommendation)
See H2O ai found here
-
Personalised And Adaptive Learning: (Recommendation)
See Open source found here
-
Digital Exams and Assessment: (Recommendation)
See Open source found here
-
Dynamic pricing: (Recommendation)
See Dynamicpricing found here
-
Synthetic data generation: (Recommendation)
See Mostly ai found here
-
Alleviate class imbalance: (Recommendation)
See Opensource found here
-
chess engine: (Recommendation)
See Maia chess found here
-
Go game master: (Recommendation)
See Alpha go found here
Wrapping Up…
These are just a few examples of the many AI use cases that are currently being developed and implemented. As AI technology matures, we can expect to see even more innovative and impactful AI use cases emerge.
Ready To Apply AI To Your Business?
We’ve compiled the best AI Apps available on the market today.