AI use case development for 2025

 AI use case development for 2025

Genetics

• Molecular modelling in drug discovery
• Enhanced chatbots for employee and customer interaction
• Accelerating clinical trials

Retail

• Micro-fulfillment centers powered by AI and robotics
• More precise prediction of inventory needs using analysis of omnichannel transaction data
• Expanded product personalization for omnichannel experiences
• Optimizing promotions and markdown
• Personalization of customer experience
• Next-gen retailing platform, including offers and dynamic pricing

Energy

• Climate change: Optimizing energy and water consumption in manufacturing

Insurance

• Reducing risk in claims assessment relating to natural disasters 
• Refining underwriting through monitoring and analysis of driver behavior

Automotive

• Prognostics: predicting failure of engine parts to streamline service and reduce warranty costs
• Improving product design and engineering

AI + SaaS

• SaaS was the play of the internet era
• SaaS innovated the distribution of software and pricing model
• AI-SaaS could be the next golden age
• All major lucrative enterprise SaaS horizontal opportunities are taken - Salesforce, Workday, Netsuite, Zendesk, ServiceNow
• AI SaaS is the good way to go forward for startup founders - AI marks a pivotal shift, distinctly different from SaaS
• Owning data will be key to creating fine-tuned task specific models for enterprise use cases
• The innovation seems to have hit escape velocity but needs more stability at the bottom layers

Keep Exploring!!!

Future 2043

Very good article link

Summarizing key lines and my perspectives

• DeepMind’s ‘Generalist AI Agent’ is capable of outperforming its human equivalent in over 65 percent of the 600 tasks it can perform in parallel (Yes intelligent devices, robots, AI assistants)
• Metaverse Detox Clinics and Rehab Centres will mushroom as the addictive and immersive (potential) toxicity of the metaverse becomes clear (I disagree on this, Metaverse is just a gaming-type immersive system)
• Retrain.ai is able to map the knowledge, personal attributes, and qualifications currently available to a company
• Combining AI and sensor technology will enable real-time nutritional and physiological feedback. Reverse Agining medicines possible
• Hybrid work vs Remote work vs Self-driving robots vs Self-managing robots / sales workers
• Unfortunately, I predict the world will be less healthy in developed nations. Highest level of Digital Addiction
• The unprecedented scale of job replacement that AI and robotics could bring raises massive and existential issues (Very real problem, Inequality)
• Customer-funded business models will expand, and enable a diverse, inclusive, and equitable broadening of entrepreneurship and value-creation as founders cut out the financial middleman. 
• Emerging technologies will also supercharge the decentralization of learning. We should expect more robots doing a wide range of functions: some staff operations; as teachers; and representing remote users. AI assistants as Teachers :)
• Conventional ‘stores’ will be reborn as venues for brands to show off, seduce us, and tell us why we should include them in our lives

Keep Exploring!!

2023 Ideas

Key observations from post

• AI Adoption: More *Fun* Than You Think - AI are about enabling transformation between modalities, whether speech-to-text, text-to-images, or images-to-videos.
• Next Gen tools - hybrid world - beyond Twitter or TikTok, or in a Discord group
• New Channels of Supply Chain - Products sourced directly from manufacturers, Products sourced directly from multiple manufacturers in shared fashion, Products routed from retailers with overstock/return
• Modern Bio Software Stack - Tool makers will focus on making the best tools, 300 biotechs trade at market capitalizations below the cash on their balance sheet
• GPT to overtake / replace human basic discussions - ChatGPT to take input and deliver a near-human-quality credit counseling experience changes all of this, “text to SQL queries” or, eventually, “text to excel modeling”
• Banking - business banking into the digital age - KYC/AML, data APIs, bank accounts as a service, issuer/processors, Fintechs Are Becoming Banks

Big 2023 Ideas

My picks

• More LLM in 2023
• Reduced Training Costs
• GAN creating new opportunities
• EV low-cost battery to fuel more adoption

Keep Thinking!!!