Artificial intelligence is the development of computer systems that perform tasks that typically require human intelligence. It is founded on the core pillars of machine learning, deep learning, and natural language processing.
In November 2022, OpenAI launched a free web app called ChatGPT. To many of us, it was a simple app that answered questions when you asked it, just like your regular search engine. But what we did not know is that this was the culmination of the concept of artificial intelligence.
As of January 2023, ChatGPT was already the fastest-growing web app ever created. Its capabilities expanded beyond expectations, and it took the whole world by storm. While it may not have been your first introduction to AI, but it definitely brought it to your fingertips.
Now, AI has spread through basically all industries. It has become a major driver for innovation, and it's only getting started. If you want to stay up to date, here are some of the biggest AI innovations and how they are reshaping the world.
10 New Innovative AI Tools
A 2023 survey by IBM shows that about 42% of businesses have integrated AI into their operations, and another 40% are en route to that decision as well. Out of the original 42%, there has been immense growth as they incorporate generative AI into their workflows.
What are the AI innovators that drive these results? Here are 10 innovations in AI that you may have already heard about.
Microsoft Copilot
You can have a super-smart assistant right inside your Windows, Microsoft 365, and web browser, ready to help with work, research, and creativity. That’s Microsoft Copilot. It’s a personal AI that is designed to boost efficiency by blending web intelligence with your work data. It has boosted productivity enormously for students, remote workers and even business enterprises.
Microsoft is also diving deep into what ‘digital humans’ will look like in the near future. Wild, right? They are helping to automate every single task from drafting an email, analyzing data, or brainstorming ideas. If AI had a personal assistant job, Copilot would be running the whole show. What an innovation.
Claude 2
Not too far off from copilot is Claude 2. It is an AI coworker innovation. Developed by Anthropic, Claude 2 is a super helpful office buddy who’s always down to assist, no matter how big or small the task.
It can whip up detailed reports, help you craft the perfect email, and even more. Claude 2 is here to make work (and life) smoother. Plus, it’s available via API and an easy-to-use web platform. With improved performance and longer responses, this AI assistant is stepping up the AI game.
Bard
Google’s Bard is built primarily for creative brainstorming and deep research. The developers created it to be a conversational AI that combines Google’s vast knowledge with an AI touch.
Whether you need a quick fact-check, an in-depth explanation, or a creative partner, Bard is ready to assist. And guess what? More and more people are turning to Bard for information, with its web traffic hitting 8.7 million in late 2023. This AI innovation is becoming a fan favorite.
GPT-4
OpenAI’s GPT-4 isn’t just another AI model. It is miles ahead of every other one. Imagine a system so advanced it can ace the US bar exam, crush SAT tests, and handle complex tasks like a pro.
Released in 2023, GPT-4 is sharper, more intuitive, and more powerful than its predecessor, GPT-3.5. We choose to highlight GPT-4 instead because it is the newer innovation from OpenAI. The platform does more than answer questions. It can have deep, meaningful conversations, creative writing, and even code programs.
This AI is setting the standard for what’s possible and an innovation for businesses, students, and creators alike. If you thought ChatGPT was smart before, you haven’t seen anything yet.
IBM watsonx
IBM’s watsonx is about making AI work for businesses in the smartest way possible. Think of it as an AI workspace that helps companies integrate machine learning, automate workflows, and make data-driven decisions with confidence.
With Watsonx, IBM helps businesses use AI responsibly and transparently. The AI analyzes trends and assists in decision-making. If you’re looking for a serious, no-nonsense AI that means business, this one’s got your name all over it.
Llama 2
Meta’s Llama 2 proves that open-source AI can be just as powerful as the big-name proprietary models. With 40% more training data than its predecessor, Llama 2 is designed for developers and businesses looking to get more innovation.
It outperforms many other open-source models in reasoning, coding, and knowledge. All the other models are AI, but it just shows that innovation is just at the tip of your fingertips. With Meta backing it, Llama 2 is expected to push AI’s boundaries even further.
Duet AI
Google Cloud’s Duet AI is one of the most innovative AI tools. Whether you’re navigating Google Cloud, coding, or handling data, Duet AI is there to assist. It acts as a productivity booster. So, for anyone who needs it, it can help you with answering questions and guiding you through complex tasks.
With its natural language interface, you don’t need to be an expert. All you need to ask is for Duet AI to help.
Adobe Firefly 2
Built on Adobe’s powerful Sensei platform, Firefly 2 is the ultimate AI for artists, designers, and creatives looking to push boundaries. Their innovative edge is AI-generated images, design assistance, or fresh ideas. It’s designed specifically for people who think visually. The best part is that it is embedded into Adobe’s ecosystem, making creativity smoother, faster, and more innovative than ever.
DALL-E 3
If you’ve ever wished for an AI that could turn your wildest ideas into stunning images, DALL-E 3 is here to make that dream come true. This next-gen text-to-image model takes precision and creativity to a whole new level.
It captures intricate details and even nails tricky elements like hands and text. Integrated with ChatGPT, DALL-E 3 makes it easy to refine and tweak images with just a few words.
Gemini AI
Google’s brand-new AI, Gemini, is here to shake things up. Just launched in December 2023, Gemini is set to be one of the most advanced AI models ever. With multimodal capabilities, it can process text, images, code, and data all in one go.
Whether you need it for research, analytics, or content creation, Gemini AI is designed to be smarter, more intuitive, and incredibly versatile. The AI world better make room—Gemini is here to dominate.
Innovative Applications of AI In Different Industries
While ChatGPT was a major tipping point for AI innovation, there were already foundations laid in place over years. In the early 2000s, machine learning was used to solve problems in many industries like manufacturing and academia. It was majorly successful due to the computer hardwares.
It only went up from there and here some of the major innovations in AI over the course of the years:
Healthcare
Humans have been plagued with numerous diseases since we can remember. Doctors and other healthcare practitioners work tirelessly to research and create new methods for treating patients. The addition of AI has made it just a tad easier and it is only going to get better.
AI innovation in healthcare has expanded into drug discovery, patient consultations, and research. AI algorithms can also analyze massive datasets to identify potential treatments in record time. This speed can save a person’s life.
Furthermore, virtual doctors and chatbots provide instant medical advice to reduce the burden on healthcare professionals and make quality care more accessible. Plus, AI helps in diagnosing diseases earlier and more accurately, leading to better treatment outcomes.
Finance
The finance world is embracing AI like never before. For one, AI fraud detection systems analyze transactions in real time to spot suspicious activity before it causes harm. On the investment side, AI-powered algorithmic trading makes split-second decisions based on market trends and helps investors maximize profits and minimize risks.
Whether it’s detecting fraud or making smart stock trades, AI is innovating finance by making it more secure, efficient, and profitable. The next time you swipe your card or invest, remember that AI is working behind the scenes.
Retail
Ever wondered how online stores seem to know exactly what you want? That’s action. AI-driven recommendation engines analyze your browsing history, past purchases, and even your mood to suggest products you’ll love.
In physical stores, AI checkout systems and smart shelves enhance the shopping experience. They reduce wait times and keep inventory stocked. Some brands even use AI-driven virtual stylists to help customers pick outfits. Shopping is no longer just about walking into a store or scrolling through a website, it is now an ultra-personalized, seamless experience.
Entertainment
The entertainment industry is getting a high-tech makeover with AI. Deepfake technology can create hyper-realistic videos and allow actors to appear in movies without physically being on set.
AI-driven tools also generate music, write scripts, and even edit videos to drastically speed up production and enhance creativity. Streaming platforms use AI to recommend shows based on your viewing habits, ensuring you never run out of great content.
Manufacturing
Factories are getting smarter, and AI is leading the charge. Self-learning robots now work alongside humans in factories to help assemble products with incredible precision. The manpower is still there but AI innovations have made it easier on the labor.
AI also has predictive maintenance that ensures that machines are repaired before they even break down, reducing downtime and saving money. Smart factories use AI to optimize production lines, minimize waste, and boost sustainability.
Agriculture
AI is helping farmers grow more food with less effort. Smart farming tools use AI powered drones and sensors to monitor crops. For animal farms, there are systems that help detect diseases, and organize the inventory.
Precision agriculture with AI innovation ensures that each plant gets exactly the nutrients and water it needs, reducing waste and increasing yields. AI also helps predict weather patterns, allowing farmers to make smarter planting decisions. The result? Higher crop yields and more efficient farming.
Cybersecurity
Cybersecurity is no longer just about reacting to attacks. With AI innovations, we can now prevent security problems before they happen. AI security systems continuously scan networks to identify unusual behavior that could signal a cyberattack.
These smart systems learn from past threats and that is what AI does. From the learning, it becomes better at predicting and stopping future breaches. The self-learning process is the AI innovation.
Another security benefit is the authentication methods, like facial recognition and behavioral analysis. They help protect personal data or secure corporate networks to ensure our online world stays safe.
New Computing Innovations
Quantum computing solves complex problems at speeds unimaginable today. Neuromorphic computing, for instance, is inspired by the human brain. It makes AI smarter and more energy-efficient.
Meanwhile, edge AI brings real-time processing to devices like smartphones and IoT gadgets to reduce reliance on cloud computing. These innovations make AI faster and more accessible in everyday tech.
Benefits of AI Innovations
AI is making things easier, faster, and even more efficient than ever. There are different ways it happens. For one, its biggest benefit is automation. In many industries, the manpower often fails because of how repetitive and cumbersome it becomes. If anything, productivity drops lower when you have workers doing the same thing over and over. This does not happen with AI.
AI machines handle repetitive tasks so they can free up humans for creative work. There is nothing better than this. In healthcare, AI helps doctors diagnose diseases faster and develop new treatments. In business, AI enhances decision-making by analyzing vast amounts of data in seconds.
Furthermore, AI also improves customer experiences, from personalized shopping recommendations to virtual assistants. In many businesses, AI is raking in more users and income because of this simple innovation. With AI, industries are becoming more productive and innovative than ever before.
The Challenges With Artificial Innovation
Despite its incredible benefits, AI isn’t without challenges. The major issue is job displacement. And anyone who feels this way is not too far off. Many businesses appreciate AI but do not see that it is to be used in conjunction with human talent.
Automation can replace certain jobs, like writing, data collection and more. This forces workers to adapt and possibly be out of a job. AI also raises ethical concerns. After all, it is still a computer system. There might be bias in algorithms and privacy risks with data collection.
Another major challenge is security. Hackers can exploit AI systems and cause cybersecurity threats. But this hardly happens because there are more than enough safety measures put in place to prevent it.
However, what cannot be prevented is the massive amounts of data and computing power that is required by AI systems. Many of them cause an arm and a leg to develop and maintain. And after installing them, you run the risk of over-reliance on AI, where human decision-making takes a backseat.
Takeaway
If you thought you had seen it all with AI, think again. The current innovations have broken the barriers for what is humanly possible and even more beyond that. It brings ease and innovation to the day to day man in every space they find themselves. In healthcare, finances, education, and even lifestyle—Artificial intelligence is no longer just a futuristic idea, it's here.
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Streamlining Gifting Marketplace Operations with Retool
Afloat, a gifting marketplace, needed custom dashboards to streamline order management, delivery tracking, and reporting while integrating with Shopify and external APIs.
The solution:
We built two Retool-based dashboards:
- A Retail Partner Dashboard embedded into Shopify for managing orders and store performance.
- An Admin Dashboard for handling deliveries and partner data.
Both dashboards included real-time integration with Afloat's Backend and APIs for accurate, up-to-date data and scalability.
The result: enhanced efficiency, error-free real-time data, and scalable dashboards for high-order volumes.
Billing Automation for a SaaS Company with Low-Code
Our client needed a robust billing solution to manage hierarchical licenses, ensure compliance, and automate invoicing for streamlined operations.
The solution:
We developed a Retool-based application that supports multi-tiered licenses, automates invoicing workflows, and integrates seamlessly with CRM and accounting platforms to enhance financial data management.
The result:
- Achieved 100% adherence to licensing agreements, mitigating penalties.
- Automated invoicing and workflows reduced manual effort significantly.
- Dashboards and reports improved decision-making and operational visibility.
Retool Dashboards with HubSpot Integration
Our client needed a centralized tool to aggregate account and contact activity, improving visibility and decision-making for the sales team.
The solution
We built a Retool application integrated with HubSpot, QuickMail, and Clay.com. The app features dashboards for sorting, filtering, and detailed views of companies, contacts, and deals, along with real-time notifications and bidirectional data syncing.
The result
- MVP in 50 hours: Delivered a functional application in just 50 hours.
- Smarter decisions: Enabled data-driven insights for strategic planning.
- Streamlined operations: Reduced manual tasks with automation and real-time updates.
Lead Generation Tool to Reduce Manual Work
Our client, Afore Capital, a venture capital firm focused on pre-seed investments, aimed to automate their lead generation processes but struggled with existing out-of-the-box solutions. To tackle this challenge, they sought assistance from our team of Akveo Retool experts.
The scope of work
The client needed a tailored solution to log and track inbound deals effectively. They required an application that could facilitate the addition, viewing, and editing of company and founder information, ensuring data integrity and preventing duplicates. Additionally, Afore Capital aimed to integrate external tools like PhantomBuster and LinkedIn to streamline data collection.
The result
By developing a custom Retool application, we streamlined the lead generation process, significantly reducing manual data entry. The application enabled employees to manage inbound deals efficiently while automated workflows for email parsing, notifications, and dynamic reporting enhanced operational efficiency. This allowed Afore Capital's team to focus more on building relationships with potential founders rather than on administrative tasks.
Retool CMS Application for EdTech Startup
Our client, CutTime, a leading fine arts education management platform, needed a scalable CMS application to improve vendor product management and user experience.
The scope of work
We developed a Retool application that allows vendors to easily upload and manage product listings, handle inventory, and set shipping options. The challenge was to integrate the app with the client’s system, enabling smooth authentication and product management for program directors.
The result
Our solution streamlined product management, reducing manual work for vendors, and significantly improving operational efficiency.
Building Reconciliation Tool for e-commerce company
Our client was in need of streamlining and simplifying its monthly accounting reconciliation process – preferably automatically. But with a lack of time and low budget for a custom build, development of a comprehensive software wasn’t in the picture. After going through the case and customer’s needs, we decided to implement Retool. And that was the right choice.
The scope of work
Our team developed a custom reconciliation tool designed specifically for the needs of high-volume transaction environments. It automated the processes and provided a comprehensive dashboard for monitoring discrepancies and anomalies in real-time.
The implementation of Retool significantly reduced manual effort, as well as fostered a more efficient and time-saving reconciliation process.
Creating Retool Mobile App for a Wine Seller
A leading spirits and wine seller in Europe required the development of an internal mobile app for private client managers and administrators. The project was supposed to be done in 1,5 months. Considering urgency and the scope of work, our developers decided to use Retool for swift and effective development.
The scope of work
Our developers built a mobile application tailored to the needs of the company's sales force: with a comprehensive overview of client interactions, facilitated order processing, and enabled access to sales history and performance metrics. It was user-friendly, with real-time updates, seamlessly integrated with existing customer databases.
The result? Increase in productivity of the sales team and improved decision-making process. But most importantly, positive feedback from the customers themselves.
Developing PoC with Low Code for a Tour Operator
To efficiently gather, centralize, and manage data is a challenge for any tour operator. Our client was not an exception. The company was seeking to get an internal software that will source information from third-party APIs and automate the travel itinerary creation process. Preferably, cost- and user-friendly tool.
The scope of work
Our experts ensured the client that all the requirements could be covered by Retool. And just in 40 hours a new software was launched. The tool had a flexible and easy-to-use interface with user authentication and an access management system panel – all the company needed. At the end, Retool was considered the main tool to replace the existing system.
Testing New Generation of Lead Management Tool with Retool
Our client, a venture fund, had challenges with managing lead generation and client acquisition. As the company grew, it aimed to attract more clients and scale faster, as well as automate the processes to save time, improve efficiency and minimize human error. The idea was to craft an internal lead generation tool that will cover all the needs. We’ve agreed that Retool will be a perfect tool for this.
The scope of work
The project initially began as a proof of concept, but soon enough, with each new feature delivered, the company experienced increased engagement and value.
We developed a web tool that integrates seamlessly with Phantombuster for data extraction and LinkedIn for social outreach. Now, the company has a platform that elevates the efficiency of their lead generation activities and provides deep insights into potential client bases.
Building an Advanced Admin Portal for Streamlined Operations
Confronted with the need for more sophisticated internal tools, an owner of IP Licensing marketplace turned to Retool to utilize its administrative functions. The primary goal was to construct an advanced admin portal that could support complex, multi-layered processes efficiently.
The scope of work
Our client needed help with updating filters and tables for its internal platform. In just 30 hours we've been able to update and create about 6 pages. Following features were introduced: add complex filtering and search, delete records, styling application with custom CSS.
Together, we have increased performance on most heavy pages and fixed circular dependency issues.
Creating MVP Dashboard for Google Cloud Users
Facing the challenge of unoptimized cloud resource management, a technology firm working with Google Cloud users was looking for a solution to make its operations more efficient. The main idea of the project was to create an MVP for e-commerce shops to test some client hypotheses. Traditional cloud management tools fell short.
The scope of work
Determined to break through limitations, our team of developers turned Retool. We decided to craft an MVP Dashboard specifically for Google Cloud users. This wasn't just about bringing data into view; but about reshaping how teams interact with their cloud environment.
We designed a dashboard that turned complex cloud data into a clear, strategic asset thanks to comprehensive analytics, tailored metrics, and an intuitive interface, that Retool provides. As the results, an increase in operational efficiency, significant improvement in cost management and resource optimization.
Elevating CRM with Custom HubSpot Sales Dashboard
Our other client, a SaaS startup, that offers collaborative tools for design and engineering teams, was on a quest to supercharge their sales efforts. Traditional CRM systems were limited and not customizable enough. The company sought a solution that could tailor HubSpot to their workflow and analytics needs.
The scope of work
Charged with the task of going beyond standard CRM functions, our team turned to Retool. We wanted to redefine how sales teams interact with their CRM.
By integrating advanced analytics, custom metrics, and a user-friendly interface, our developers provided a solution that transformed data into a strategic asset.
In 40 hours, three informative dashboards were developed, containing the most sensitive data related to sales activities. These dashboards enable our customer to analyze sales and lead generation performance from a different perspective and establish the appropriate KPIs.
Building a PDF Editor with Low-Code
Our client, a leading digital credential IT startup, needed a lot of internal processes to be optimized. But the experience with low-code tools wasn’t sufficient. That’s why the company decided to hire professionals. And our team of developers joined the project.
The scope of work
The client has a program that designs and prints custom badges for customers. The badges need to be “mail-merged” with a person’s info and turned into a PDF to print. But what is the best way to do it?
Our developers decided to use Retool as a core tool. Using custom components and JavaScript, we developed a program that reduced employees' time for designing, putting the data, verifying, and printing PDF badges in one application.
As a result, the new approach significantly reduces the time required by the internal team to organize all the necessary staff for the conference, including badge creation.