From Idea To Prototype With GenAI | Insights by Sivaram A, AI Advisory at Stealth AI

 

Happy Learning!!!

The Power of Titles: A Strategic Path to Influence and Impact

 My take from video - Link

Phase I: The Importance of Titles

• Influence with Titles: Titles matter because they shape perceptions and open doors.
• Decision-Making Power: Titles matter because they provide authority and credibility.
• Risk-Taking: Titles matter because they create platforms for bold actions.

Phase II: Embrace Risk on the Road to Titles

• Strategic Risk taking: Leverage every opportunity to step into roles that accelerate your journey to influential titles.
• Proactive Role Selection: Choose roles that enhance visibility and pave the way to coveted titles.

Phase III: Deliver Impact, Titles Will Follow

• Impact-First Approach: Focus on making meaningful contributions; impactful deliverables naturally lead to recognition and prestigious titles.
• Purpose-Driven Path: Prioritize routes that enhance your impact; the right titles will follow in recognition of your value.

Keep Exploring!!!

Vision Product Catalog Startups

• Background removal
• Super resolution
• Image Restoration Deformation Fixes

Startups in Focus

• bria.ai
• alpacaml
• photoroom
• neurallove
• letsenhance
• topazlabs

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Personal assistant + Health App + Recommendations

 

Ref - Link

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Vision Startups - Headcount

Ref- Link

Keep Exploring!!!

Ref - Link

GAN - Vision - Booth.ai Startup Analysis

Product Features

Feature #1 - Custom image generation based on text

Feature #2 - Mention what aspects you need to filter

Feature #3 - Product background customization

Feature #4- Customization with shadow enrichment, Ref - Link, 

Feature #5 - Design Studio - Customize and prepare different campaign ads

Ref - Link

Notes from FC on booth AI

• The outputs can be instantly iterated on and are indistinguishable from the results of a live shoot
• Allow customers to build ads from their AI-created photographs, distribute them across digital channels, and monitor performance.

Take this word :) - If you’re building with generative AI, we’d love to hear from you! Feel free to reach out at jkaehms@foundationcap.com or jchen@foundationcap.com.

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GPT on fire - Content Creation App - tome

Generative storytelling has arrived. To know more about the company look at jobs posts :)

• Identify user needs and product features that are well suited for AI/ML solutions and frame the problems
• Help build a world class AI/ML engineering team by recruiting and mentoring teammates
• Develop prototypes for innovative creation experiences based on generative AI models like GPT-3 and Stable Diffusion and drive the development of those into robust product features
• Work closely with product designers to apply AI/ML for creating features that delight users and stimulate and augment creators' imagination

All about NLP

• Customized templates
• Fundraising Pitch - Series A Template
• Sales Pitch Template
• Cross-functional Standup Template
• Company All-Hands Template
• Product Design Review Template
• Design Portfolio Template
• Freelancer / About Me Pitch Template

Tome App - Link

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Vision - Theory vs Practice vs Reality - Startups - Make Money don't debate :)

Leverage all sources of data - Text, Video, Image, Audio

GAN in business.

What we study

What they sell

GAN

Image Related - Crop, Zoom, Super Resolution

Video

Audio

Startup inspiration runawayml

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Debate about AI vs Make Money that just debating :)

We can keep debating ChatGPT good bad, You can see already startups making moves :)

All NLP features available templatized

Words = Business is money

Startup - Jasper AI 

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French Markets

 French Markets Analysis link

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Generative AI Startups

 Ref - From Link

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Interesting Read - Startup Ideas Evaluation

These observations reflect products built without understanding the market, tech, users, and future aspects. The 360-degree analysis seems missing. I do it for tech, I do it because I like to do it. I also have gone thru the bias.

Ref - Link

• What you do, Why you do
• Markets / Current Landscape
• What do you do differently
• How much are you challenging current players

Being a consultant to see both sides is important

• Ability to influence determines growth. Confidence – Competence – Conviction - Authenticity  
• Confidence comes with Plan, Preparation, Awareness, Communication, Preparedness
• Listening helps to Collect data. Consulting = Minimal talking, Maximum Listening
• Presentation - Purpose – Drivers – Case Studies
• Open-ended questions let you know why. What – Gold, Why - Platinum

I would still rate Khan Academy >>> Byju's. Money is not the only factor of success. 

Ref - Link

Ref - Link

Template - Link

From AI / ML Standpoint

Conversations to Connect / Click 

When to sell? 

Spotting the right time/opportunity to put a conversation around AI / ML is the key. When there are needs, its easy to convince

Internal Alignment 

Team alignment on Data, Analytics, AI/ML is key

AI / ML

• Broader future context
• Better customer retention / experience
• Revenue point of view spot AI / ML opportunities
• AI / ML opportunities in the broader context of competition 
• Staying Competitive

Keep Thinking!!!!

Interesting Product - Sparrosense AI Supervisor

Another interesting AI product - Sparrosense AI Supervisor

Monitors people and processes using video analytics, Leverage existing CCTV data sources. (Areas - Manufacturing / Assembly Line / Automotive / Electronics Production Lines)

AI Components

• Edge Analytics
• Person Detection 
• Dwell time computation of people
• Parts Identification
• Action Recognition

Insights

• Dashboards and alerts
• Predict delays
• Workers Safety - Crowd Detection, Movements

Video Analytics provides value addition, insights to understand the environment, automated analysis, and capture of work-related observations, findings, identifying gaps, improvement areas, etc.

Happy Learning!!!

Interesting Product - observe.ai

Models to capture/monitor / categorize on call quality with below factors

• Voice
• Tone
• Pitch
• Duration of call
• Call Feedback
• Customer Feedback
• Customer Satisfaction

Use Voice data, text data, length of the conversation, feedback captured, Issue duration, Issue closure/number of people involved, A lot of features can be generated to analyze and improve on associate performance.

Tech Stack / Tools
Speech Tech : ASR (Speech Recognition), TTS(Text to Speech), Emotion Recognition, Audio enhancements, Speaker separation/diarization, Speaker Identification, Voice Biometrics etc
NLP Tech : Conversational NLU, NLG, Call Summarization, Sentiment Analysis, Unsupervised Conversation/Dialog Analysis etc
Products AI Strategy : Smart automated configurations and root-cause analysis/insights, Predictive Analytics, Anomaly Detection, Customer Profiling/Segmentation, Customer Journey Analytics etc

Nice Product!!!