AI Primitive Skills:
- Research
- Data Analytics
- Content Creation
- Coding & Automation
- Reasoning
AI Platform for Videos:
Platform | Capabilities |
---|---|
Descript | Processes videos, generates transcriptions, and summarizes based on text analysis. |
Synthesia | Converts text into video but doesn’t directly summarize existing videos. |
Otter.ai | Transcribes video/audio content into text and summarizes or extracts keywords. |
InVideo | Creates video summaries or content but requires input data. |
Google Cloud Video Intelligence | Analyzes video content for objects, speech, and text, extracting and categorizing scenes. |
Pictory.ai | Creates summaries from long-form video content and breaks videos into highlight clips. |
Comparison: NotebookLM vs ChatGPT-4 for analyzing uploaded documents
Feature | NotebookLM | ChatGPT-4 |
---|---|---|
Integration | Built into Google Workspace, optimized for Google Docs and Drive. | Independent of ecosystems, supports a wide range of document types (PDFs, Word, text, etc.). |
Personalized Context | Creates a personalized AI model based on uploaded notes/documents. | Session-based document analysis with no persistent personalization. |
Focus | Tailored for note-taking, organization, and study tools. | A general-purpose tool for text-based AI tasks and document analysis. |
Summarization | Provides tailored summaries for Google Docs, linking across your notes. | Summarizes individual documents within the session but does not link or cross-reference them. |
Exploration | Deeply integrates with Google Docs, allowing contextual insights across files. | Can analyze multiple uploaded documents but treats them independently unless uploaded together. |
Document Persistence | Likely offers persistent insights tied to your Google account. | Does not retain documents or data between sessions for privacy reasons. |
File Format Support | Primarily supports Google Docs. | Supports PDF, Word, Excel, text, and more. |
Ease of Use | Seamlessly integrates into the Google Docs environment. | Requires manual uploads, but highly flexible in terms of file types. |
Audience | Ideal for students, researchers, and professionals using Google Workspace. | Suitable for anyone needing flexible, on-demand document analysis. |
Customization | Offers tools for creating outlines, summaries, and study guides. | Provides summaries, insights, and answers but does not create structured guides. |
Personal Use:
Type of Task | AI’s Role | Impact on Individuals | Top 5 AI Tools |
---|---|---|---|
Image Generation | AI algorithms create images based on textual descriptions. | Empowers users to produce unique visuals without artistic skills. | - DALL·E 2 - Midjourney - Stable Diffusion - Artbreeder - DeepArt |
Travel Planning | AI analyzes preferences to suggest personalized itineraries and bookings. | Simplifies trip planning, offering tailored recommendations. | - Google Travel - Hopper - Skyscanner - TripIt - Kayak |
Personal Finance | AI monitors spending habits and provides budgeting advice. | Assists in managing finances, promoting better spending habits. | - Mint - YNAB - PocketGuard - Wally - Personal Capital |
Health Monitoring | AI-powered apps track health metrics and offer wellness insights. | Enables proactive health management and personalized recommendations. | - Fitbit - Apple Health - MyFitnessPal - Samsung Health - Google Fit |
Language Translation | AI translates text and speech in real-time across multiple languages. | Facilitates communication and understanding in different languages. | - Google Translate - DeepL Translator - Microsoft Translator - iTranslate - Amazon Translate |
Business Use:
Type of Task | AI’s Role | Impact on Businesses | Top 5 AI Tools |
---|---|---|---|
Business Forecasting | AI models analyze data to predict market trends and financial outcomes. | Enhances strategic planning and decision-making. | - IBM Watson - Microsoft Azure AI - Google Cloud AI - Salesforce Einstein - Oracle AI |
Customer Service | AI-powered chatbots handle inquiries and provide support. | Improves response times and customer satisfaction. | - Zendesk Chat - Intercom - Drift - LivePerson - Freshchat |
Marketing Automation | AI analyzes consumer behavior to optimize campaigns and personalize content. | Increases engagement and conversion rates. | - HubSpot - Marketo - Pardot - Mailchimp - ActiveCampaign |
Supply Chain Management | AI optimizes inventory levels and predicts demand fluctuations. | Reduces costs and improves efficiency. | - SAP Integrated Business Planning - Oracle Supply Chain Management - JDA Software - Manhattan Associates - Kinaxis |
Human Resources | AI assists in talent acquisition by screening resumes and assessing candidate fit. | Streamlines recruitment processes and enhances talent management. | - Workday - SAP SuccessFactors - Oracle HCM Cloud - Lever - Greenhouse |
Financial Services:
Type of Task | AI’s Role | Impact on Businesses | Top AI Tools |
---|---|---|---|
Fraud Detection | AI systems analyze transaction patterns to identify and prevent fraudulent activities. | Reduces financial losses and enhances security measures. | - IBM Watson - FICO Falcon Fraud Manager - SAS Fraud Management - Palantir Foundry - Feedzai |
Risk Management | AI models assess credit risk and market volatility to inform lending and investment decisions. | Improves decision-making and minimizes potential losses. | - Moody’s Analytics - BlackRock Aladdin - Kensho - Zest AI - Ayasdi |
Customer Service | AI-powered chatbots and virtual assistants handle inquiries and provide financial advice. | Enhances customer engagement and reduces response times. | - Kasisto KAI - Nuance Nina - Amelia - Clinc - Personetics |
Algorithmic Trading | AI algorithms execute trades based on real-time market data and predictive analytics. | Increases trading efficiency and capitalizes on market opportunities. | - Kavout - Numerai - QuantConnect - Alpaca - Trade Ideas |
Personalized Banking | AI analyzes customer data to offer tailored financial products and services. | Enhances customer satisfaction and loyalty through personalization. | - Personetics - Envestnet Yodlee - MX - Finicity - Plaid |
Regulatory Compliance | AI monitors transactions and communications to ensure adherence to financial regulations. | Reduces compliance costs and mitigates regulatory risks. | - Actico Compliance Suite - Nice Actimize - ThetaRay - ComplyAdvantage - Fenergo |
Investment Banking:
Type of Task | AI’s Role | Impact on Businesses | Top AI Tools |
---|---|---|---|
Mergers & Acquisitions (M&A) Advisory | AI analyzes vast datasets to identify potential acquisition targets and assess synergies. | Enhances deal sourcing efficiency and accuracy in valuation. | - Inven AI - Datasite - DealCloud - PitchBook - S&P Capital IQ |
Trade Execution & Processing | AI algorithms execute trades based on real-time market data and predictive analytics. | Increases trading efficiency and capitalizes on market opportunities. | - Kavout - Numerai - QuantConnect - Alpaca - Trade Ideas |
Risk Management | AI models assess credit risk and market volatility to inform lending and investment decisions. | Improves decision-making and minimizes potential losses. | - Moody’s Analytics - BlackRock Aladdin - Kensho - Zest AI - Ayasdi |
Customer Service | AI-powered chatbots and virtual assistants handle inquiries and provide financial advice. | Enhances customer engagement and reduces response times. | - Kasisto KAI - Nuance Nina - Amelia - Clinc - Personetics |
Regulatory Compliance | AI monitors transactions and communications to ensure adherence to financial regulations. | Reduces compliance costs and mitigates regulatory risks. | - Actico Compliance Suite - Nice Actimize - ThetaRay - ComplyAdvantage - Fenergo |
Investment Management:
Type of Task | AI’s Role | Impact on the Industry | Top AI Tools |
---|---|---|---|
Portfolio Management | AI algorithms analyze vast datasets to identify investment opportunities and optimize asset allocations. | Enhances portfolio performance and enables data-driven investment strategies. | - BlackRock’s Aladdin - J.P. Morgan’s LOXM - Morgan Stanley’s AI Models - Bridgewater’s AI Initiatives - Fidelity’s AI Investments |
Risk Management | AI models assess market conditions and predict potential risks, enabling proactive mitigation strategies. | Improves risk assessment accuracy and enhances regulatory compliance. | - Deloitte’s AI Risk Management Tools - PwC’s AI Risk Analytics - Mercer’s AI Risk Assessment - Avaloq’s AI Solutions - CFA Institute’s AI Research |
Trading Strategies | AI develops and executes complex trading strategies, including high-frequency and algorithmic trading. | Increases trading efficiency and capitalizes on market opportunities. | - Goldman Sachs’ AI Trading Platforms - Deutsche Bank’s AI Trading Systems - Citadel’s Quantitative Strategies - Two Sigma’s AI Models - Renaissance Technologies’ AI Algorithms |
Client Advisory Services | AI-powered chatbots and virtual assistants provide personalized investment advice and portfolio updates. | Enhances client engagement and provides tailored investment solutions. | - Morgan Stanley’s AI-Powered Advisor - Vanguard’s Personal Advisor Services - Charles Schwab’s Intelligent Portfolios - Betterment’s AI-Driven Advice - Wealthfront’s AI Financial Planning |
Fraud Detection and Compliance | AI systems monitor transactions to detect fraudulent activities and ensure adherence to regulatory standards. | Reduces financial crime and enhances compliance efficiency. | - HSBC’s AI Compliance Tools - Barclays’ AI Fraud Detection - Standard Chartered’s AI Monitoring - UBS’s AI Compliance Systems - Credit Suisse’s AI Risk Management |
Heatlhcare:
Type of Task | AI’s Role | Impact on Healthcare | Top AI Tools |
---|---|---|---|
Medical Imaging & Diagnostics | AI algorithms analyze medical images (e.g., X-rays, MRIs) to detect anomalies and assist in diagnosis. | Enhances diagnostic accuracy and speeds up the detection of diseases. | - Aidoc - Zebra Medical Vision - Arterys - PathAI - Viz.ai |
Drug Discovery & Development | AI models predict molecular interactions and identify potential drug candidates. | Accelerates the drug discovery process and reduces costs. | - Atomwise - BenevolentAI - Insilico Medicine - Exscientia - Schrödinger |
Personalized Medicine | AI analyzes patient data to tailor treatments to individual needs. | Improves treatment efficacy and patient outcomes. | - Tempus - Foundation Medicine - GNS Healthcare - NantHealth - 2bPrecise |
Virtual Health Assistants | AI-powered chatbots provide health information and monitor patient symptoms. | Enhances patient engagement and reduces the burden on healthcare providers. | - Ada Health - Buoy Health - Babylon Health - Your.MD - HealthTap |
Administrative Workflow Automation | AI automates routine administrative tasks such as scheduling and billing. | Increases operational efficiency and reduces administrative costs. | - Olive AI - NaviHealth - Notable Health - Qventus - Lumeon |
Education:
Type of Task | AI’s Role | Impact on Education | Top AI Tools |
---|---|---|---|
Personalized Learning | AI systems analyze student data to tailor educational content to individual learning styles and paces. | Enhances student engagement and improves learning outcomes. | - Knewton - DreamBox - Smart Sparrow - Carnegie Learning - Squirrel AI |
Administrative Automation | AI automates tasks such as grading, scheduling, and student enrollment processes. | Reduces administrative workload, allowing educators to focus more on teaching. | - Gradescope - PowerSchool - Ellucian - Workday Student - Blackboard |
Intelligent Tutoring Systems | AI-driven platforms provide real-time feedback and support, simulating one-on-one tutoring experiences. | Offers personalized assistance, helping students understand complex concepts. | - Khan Academy - Duolingo - Coursera - edX - ALEKS |
Content Creation | AI assists in developing educational materials, including quizzes, lesson plans, and interactive content. | Streamlines content development, ensuring materials are up-to-date and engaging. | - Quizlet - Kahoot! - Eduaide.Ai - TeachMateAI - Canva for Education |
Student Engagement | AI-powered tools create interactive and adaptive learning experiences to maintain student interest. | Increases motivation and participation in the learning process. | - Nearpod - Pear Deck - Classcraft - Edpuzzle - Flipgrid |
Tutoring and Personalized Coaching:
Type of Task | AI’s Role | Impact on Education | Top AI Tools |
---|---|---|---|
Personalized Study Plans | AI systems analyze individual strengths and weaknesses to create customized study schedules and materials. | Enhances learning efficiency by focusing on areas needing improvement. | - SHSAT.ai - Achieve AI for JEE - Khan Academy’s Khanmigo - No Doubt App - JEETA! AI |
Adaptive Practice Tests | AI generates practice questions that adjust in difficulty based on student performance. | Provides targeted practice, improving problem-solving skills and exam readiness. | - eTutor’s Adaptive Practice - Extramarks’ IIT JEE Test Prep - Prutor’s SATHEE JEE - StudyX.AI - StudyMonkey.ai |
Real-Time Doubt Resolution | AI-powered platforms provide instant answers and explanations to student queries. | Facilitates continuous learning without delays, enhancing comprehension. | - No Doubt App - Tutor AI by YesChat - HIX AI Tutor - Mindgrasp AI - Jungle AI |
Performance Analytics | AI tracks progress and provides insights into areas requiring attention. | Enables data-driven study adjustments, leading to better outcomes. | - Achieve AI for JEE - Khan Academy’s Khanmigo - eTutor’s Adaptive Practice - Extramarks’ IIT JEE Test Prep - Prutor’s SATHEE JEE |
Interactive Learning Content | AI creates engaging materials like quizzes, flashcards, and simulations to reinforce concepts. | Increases engagement and aids in the retention of complex information. | - Khan Academy’s Khanmigo - Quizlet - Kahoot! - Eduaide.Ai - TeachMateAI |
Mangement Consulting:
Type of Task | AI’s Role | Impact on Consulting Practices | Top AI Tools |
---|---|---|---|
Predictive Analytics | AI algorithms analyze historical data to forecast trends and outcomes. | Enables data-driven decision-making and strategic planning. | - IBM Watson - Microsoft Azure AI - Google Cloud AI - SAS Predictive Analytics - RapidMiner |
Market Research | AI processes large datasets to identify market trends and consumer behaviors. | Provides deeper market insights and competitive analysis. | - Crimson Hexagon - NetBase Quid - Brandwatch - Talkwalker - Sprinklr |
Operational Efficiency | AI automates routine tasks and optimizes business processes. | Increases productivity and reduces operational costs. | - UiPath - Automation Anywhere - Blue Prism - WorkFusion - Kofax |
Client Engagement | AI-driven chatbots and virtual assistants enhance client interactions and support. | Improves client satisfaction and engagement. | - Drift - Intercom - Zendesk Chat - LivePerson - Freshchat |
Knowledge Management | AI organizes and retrieves information to support consultants’ research and analysis. | Enhances knowledge sharing and accelerates project delivery. | - KMS Lighthouse - Guru - Bloomfire - Confluence - M-Files |
Software Programming:
Type of Task | AI’s Role | Impact on Development Practices | Top AI Tools |
---|---|---|---|
Code Generation | AI models generate code snippets or entire functions based on natural language prompts or existing code patterns. | Accelerates development by reducing manual coding efforts and enabling rapid prototyping. | - GitHub Copilot - Amazon CodeWhisperer - Tabnine - Mutable.ai - Codeium |
Code Completion | AI-powered autocompletion suggests code completions in real-time as developers type. | Enhances coding efficiency and reduces syntax errors. | - IntelliCode - Kite - Tabnine - Codeium - Cursor |
Bug Detection and Code Review | AI analyzes code to identify potential bugs, security vulnerabilities, and areas for improvement. | Improves code quality and reduces the likelihood of defects in production. | - DeepCode - Snyk - SonarQube - Codacy - CodeGuru |
Automated Testing | AI generates and executes test cases, analyzing results to ensure software reliability. | Enhances test coverage and accelerates the testing phase. | - Applitools - Testim - Functionize - Mabl - testRigor |
Code Refactoring | AI suggests improvements to existing codebases for better performance and maintainability. | Streamlines code maintenance and enhances software performance. | - Refact - Codiga - Resharper - SonarLint - Sourcegraph |
Entertainment:
Type of Task | AI’s Role | Impact on the Industry | Top AI Tools |
---|---|---|---|
Content Creation | AI algorithms generate music compositions, scripts, and visual effects, aiding creators in developing new content. | Enhances creativity and accelerates the production process. | - Amper Music - OpenAI’s MuseNet - Runway ML - Jukedeck - AIVA |
Personalized Recommendations | AI analyzes user preferences to suggest music, movies, and shows tailored to individual tastes. | Increases user engagement and satisfaction. | - Netflix Recommendation System - Spotify’s Discover Weekly - YouTube’s Recommendation Algorithm |
Marketing and Advertising | AI targets audiences with personalized ads and predicts trends to optimize marketing strategies. | Improves marketing efficiency and return on investment. | - Adobe Sensei - Google AI - IBM Watson Advertising - Persado - Albert AI |
Audience Engagement | AI-powered chatbots and virtual assistants interact with audiences, providing information and enhancing experiences. | Enhances audience interaction and loyalty. | - SiriusXM’s AI DJ - Warner Music’s Chatbot - Universal Music’s AI Initiatives - Sony’s Virtual Assistant - Disney’s AI Characters |
Rights Management | AI monitors and manages intellectual property rights, detecting unauthorized use of content. | Protects creators’ rights and reduces revenue loss from piracy. | - Pex - Audible Magic - Vobile - Gracenote - Content ID by YouTube |
Gaming:
Type of Task | AI’s Role | Impact on the Industry | Top AI Tools |
---|---|---|---|
Non-Player Character (NPC) Behavior | AI algorithms enable NPCs to exhibit realistic and adaptive behaviors, enhancing gameplay dynamics. | Creates more engaging and challenging player interactions. | - Unity ML-Agents - OpenAI’s GPT - NVIDIA ACE - Inworld AI - Convai |
Procedural Content Generation | AI generates game content such as levels, maps, and scenarios, reducing manual design efforts. | Accelerates development and introduces dynamic, varied gameplay. | - Procedural Generation Toolkit (PGT) - Promethean AI - GANPaint Studio - Lumberyard - Houdini |
Player Behavior Analysis | AI analyzes player data to understand behaviors and preferences, informing game design and marketing strategies. | Enhances player retention and tailors experiences to audience interests. | - DeltaDNA - GameAnalytics - Unity Analytics - Amplitude - Mixpanel |
Quality Assurance and Testing | AI automates game testing processes, identifying bugs and performance issues efficiently. | Reduces time and cost in the testing phase, ensuring higher quality releases. | - Applitools - Test.ai - GameDriver - SikuliX - Appium |
Dynamic Difficulty Adjustment | AI adjusts game difficulty in real-time based on player performance and engagement levels. | Provides a balanced challenge, enhancing player satisfaction and retention. | - AI Dungeon - Director AI in Left 4 Dead - Alien: Isolation’s AI - Middle-earth: Shadow of Mordor’s Nemesis System - Resident Evil 2 Remake’s Adaptive Difficulty |
Agriculture:
Type of Task | AI’s Role | Impact on Agriculture | Top AI Tools |
---|---|---|---|
Precision Farming | AI analyzes data from satellites and sensors to optimize planting, watering, and fertilization schedules. | Enhances crop yields and reduces resource wastage. | - John Deere’s See & Spray™ - Trimble Agriculture - Climate FieldView - Ag Leader Technology - Raven Industries |
Crop Monitoring and Disease Detection | AI-powered drones and imaging technologies assess crop health and identify diseases or pest infestations early. | Enables timely interventions, reducing crop losses and minimizing pesticide use. | - Taranis - Prospera - Plantix - SkySquirrel Technologies - Ceres Imaging |
Soil Health Monitoring | AI models predict soil conditions and nutrient levels, guiding effective soil management practices. | Improves soil fertility and supports sustainable farming practices. | - FarmLab - CropX - SoilCares - Teralytic - Arable |
Yield Prediction | AI algorithms analyze historical data and current conditions to forecast crop yields. | Assists in planning and supply chain management, reducing uncertainty. | - aWhere - Descartes Labs - Gro Intelligence - SatSure - OneSoil |
Autonomous Machinery | AI enables self-operating tractors and harvesters to perform tasks with minimal human intervention. | Reduces labor costs and increases operational efficiency. | - FarmWise - Blue River Technology - Naïo Technologies - Agrobot - Ecorobotix |
Government Services:
Type of Task | AI’s Role | Impact on Government Services | Top AI Tools |
---|---|---|---|
Citizen Engagement | AI-powered chatbots and virtual assistants provide 24/7 support for queries related to government services. | Improves accessibility and response times for citizens. | - Ada Support - IBM Watson Assistant - Google Dialogflow - Nuance Virtual Assistant - Freshchat |
Fraud Detection | AI analyzes transaction data to identify fraudulent activities in tax, welfare, and other public services. | Reduces misuse of government funds and improves transparency. | - SAS Fraud Management - Palantir Foundry - Feedzai - FICO Falcon - ThetaRay |
Policy Planning | AI processes large datasets to identify trends and predict policy outcomes. | Enables data-driven decision-making and effective resource allocation. | - Tableau - Qlik - Alteryx - Power BI - H2O.ai |
Predictive Maintenance | AI predicts infrastructure failures in public utilities like water, power, and transport systems. | Enhances efficiency and reduces service disruptions. | - Azure Machine Learning - SAP Predictive Maintenance - IBM Maximo - GE Digital - C3 AI |
E-Governance Platforms | AI enhances digital portals for tasks like licensing, tax filing, and benefits applications. | Simplifies administrative processes, making them more accessible to citizens. | - eGovernments Foundation - Civica - Tyler Technologies - Granicus - Accela |
Law Enforcement and Public Safety | AI analyzes surveillance data and patterns to predict and prevent crime. | Improves public safety and supports efficient law enforcement operations. | - BriefCam - Axon AI - Corti - PredPol - ShotSpotter |
Oil & Gas:
Type of Task | AI’s Role | Impact on the Industry | Top AI Tools |
---|---|---|---|
Exploration and Drilling | AI algorithms analyze geological data to identify potential drilling sites and optimize drilling operations. | Enhances accuracy in locating resources and reduces drilling costs. | - Schlumberger’s DELFI - Halliburton’s iEnergy® - Baker Hughes’ JewelSuite™ - CGG GeoSoftware - Emerson’s Paradigm™ |
Predictive Maintenance | AI monitors equipment health and predicts failures before they occur. | Reduces downtime and maintenance costs, enhancing operational efficiency. | - IBM Maximo - GE’s Predix - Siemens’ MindSphere - Uptake - SparkCognition’s SparkPredict® |
Reservoir Management | AI models simulate reservoir behavior to optimize extraction strategies. | Maximizes resource recovery and extends the life of reservoirs. | - Schlumberger’s Petrel E&P Software Platform - Halliburton’s DecisionSpace® - Baker Hughes’ Reservoir Software - CMG’s IMEX™ - KAPPA’s Saphir NL |
Supply Chain Optimization | AI analyzes market trends and logistics to streamline supply chain operations. | Improves efficiency, reduces costs, and enhances responsiveness to market changes. | - SAP Integrated Business Planning - Oracle Supply Chain Management Cloud - JDA Software - Infor Supply Chain Management - Manhattan Associates |
Health, Safety, and Environment (HSE) | AI monitors operations to detect hazards and ensure compliance with safety regulations. | Enhances worker safety and minimizes environmental impact. | - AVEVA’s Operational Risk Management - DNV GL’s Synergi Life - Intelex HSE Software - Enablon HSE Management - Cority’s HSE Software |
Travel & Tourism:
Type of Task | AI’s Role | Impact on the Industry | Top AI Tools |
---|---|---|---|
Personalized Travel Planning | AI algorithms analyze user preferences to provide tailored travel itineraries and recommendations. | Enhances customer satisfaction by offering customized travel experiences. | - GuideGeek - Matador Network’s AI Travel Assistant - Expedia’s AI-Powered Tools - Booking.com’s AI Recommendations - Google Travel |
Customer Service and Support | AI-powered chatbots and virtual assistants provide 24/7 support for booking inquiries and travel information. | Improves response times and reduces operational costs. | - Expedia’s Virtual Agent - Booking.com’s Chatbot - Skyscanner’s Chatbot - KLM’s BlueBot - Amadeus Chatbot |
Pricing and Revenue Management | AI analyzes market demand and competition to optimize pricing strategies for flights and accommodations. | Maximizes revenue and ensures competitive pricing. | - PROS Revenue Management - Duetto - RateGain - IDeaS Revenue Solutions - RevPAR Guru |
Predictive Maintenance | AI monitors and predicts maintenance needs for aircraft and other transportation vehicles. | Reduces downtime and enhances safety. | - GE Aviation’s Predix - Rolls-Royce’s Intelligent Engine - IBM Maximo - Honeywell Forge - Airbus’ Skywise |
Fraud Detection | AI systems detect fraudulent transactions and activities in bookings and payments. | Enhances security and reduces financial losses. | - Fraugster - Sift - Riskified - Forter - Kount |