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What we do
What we do
AI Consulting
Expert guidance on AI strategy and implementation
Product Strategy
Roadmaps and validation for product success
Conversational AI
Intelligent chatbots and human-like voice assistants
AI Workflow Automation
Autonomous agents to streamline daily operations
AI Knowledge Base
Securely chat with your internal business data
Machine Learning
Custom algorithms for predictive business insights
AI for IoT
Edge intelligence for connected smart devices
Mobile App Development
Native iOS and Android engineering excellence
Web App Development
Scalable, custom enterprise web platforms
App Marketing
User acquisition and growth strategies
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Industries
Industries
Healthcare
Healthcare software development services for compliant AI
Logistics
AI logistics software development that reduces costs
Fintech
Secure, AI-powered fintech software development services
Manufacturing
Manufacturing software development services for production excellence
Environmental
Build time-saving custom environmental management software
Non-Profit
Amplify your Mission with AI-driven social impact solutions
E-commerce & Retail
E-commerce AI software development services that drive revenue
Media & Entertainment
Media and Entertainment AI Software Development
About 923
About 923
MEET THE FOUNDERS
About Andrew, CEO
150+ Projects delivered for 75 global clients
About Pavel, CTO
Technical architect and enterprise engineering expert
JOIN THE TEAM
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WHAT PEOPLE SAY
“The 923 team was fantastic to work with and taught me a lot about ML and AI. ”
Jack Flora
PM at Amerit Fleet Solutions
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Insights
Insights
BLOG
AI Won't Save Us From the Talent Crisis We Created
February 20, 2026
Top 5 Machine Learning Development Companies in 2026
February 18, 2026
How to Implement AI in Business: Get It Right From the Start
February 13, 2026
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Videos
OpenAI Is Still In Trouble (Code Red Situation)
January 8, 2026
AI Expert Predicts 2026: "I've launched 50 AI projects"
December 29, 2025
I Compared $1 vs. $1 Million AI
October 10, 2025
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RESOURCES
Guide: Understanding AI Engineering for Non-Technical Leaders
Framework: Choosing Your First (or Next) AI Project
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Case studies
Case studies
CASE STUDIES
FanDuel
Generated Millions of Impressions with a Charles Barkley AI-Powered Chatbot
Consumer Reports
Vectorized 90 Years of Data Into AI Search with AskCR
K&L Wines
AI-Powered SKU Matching Saves 14+ Hours Daily
VSAC
AI App Reduces Financial Aid Comparison Time by 70%
Skylight
Winning Over Thousands of Users with Native iOS Engineering
Simplisafe
Designing AI Vision To Stop Burglars Before They Strike
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Book a discovery call
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B2B Technology Content CreatOR & StrategIST
Tim Ludy
🖋️ Specialist in Creating
Compelling B2B Content
🔍 Strategic Thinker in
Technology-Focused Campaigns
📈 Driving Engagement Through
Clear and Impactful Messaging
🎓 BS in
Business Administration, Marketing
💡 Experienced in
Transforming Complex Ideas into Valuable Insights
Articles
Integrating Human Expertise with ChatGPT
June 9, 2023
How Vector Embedding Search Can Be Used In the Enterprise
June 1, 2023
Using Vector Embeddings to Improve B2B Sales and Account Management
May 31, 2023
Vector Embeddings for eCommerce Ad Optimization
May 26, 2023
Data Privacy with ChatGPT in Digital Agencies
May 22, 2023
4 Business Concerns to Address When Integrating ChatGPT
May 5, 2023
What is the Role of Vector Embeddings in Training ChatGPT Models?
May 4, 2023
5 Innovative Features to Enhance Your Consumer App's User Experience
April 26, 2023
The Importance of User Experience in IoT Mobile App Development
April 14, 2023
How Developers Can Leverage OpenAI's ChatGPT API
March 31, 2023
4 New Use Cases for GPT-4 That ChatGPT Couldn’t Do
March 29, 2023
Top 10 IoT Development Agencies for 2023
March 15, 2023
How to Integrate ChatGPT Into Your Existing Business Systems
February 23, 2023
What is The Future of Generative AI and ChatGPT?
February 1, 2023
ChatGPT and the Generative AI Application Landscape
January 30, 2023
ChatGPT Use Cases for Software Development
January 25, 2023
The 10 Best IoT Platforms to Watch in 2023
December 28, 2022
4 IoT Architecture Examples and Use Cases
December 16, 2022
5 Potential Pitfalls of IoT Development and How to Avoid Them
December 1, 2022
Does Your Android App Work on Pixel 64-bit Devices?
November 30, 2022
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