Marcus K Elwin
@dswithmac.bsky.social
🤖Data Scientist -> Product Manager -> AI engineer. Currently Lead AI engineer at a legal tech company (Pocketlaw) 🇸🇪
New article on a 5-layer stack for #agentic #commerce a lot is happening recently with #acp from #openai & #stripe to #ap2 from #google and now #tap from #visa.
Here’s my attempt:
Short version: medium.com/@marcuskelwi...
Long version: www.umai-tech.com/blog/lego-pi...
Here’s my attempt:
Short version: medium.com/@marcuskelwi...
Long version: www.umai-tech.com/blog/lego-pi...
The Lego Bricks of Agentic Commerce: Why Agentic Commerce Agents Need 5 Protocol Layers
The future of commerce isn’t just smarter checkout buttons — it’s AI agents that can negotiate, verify identity, and complete transactions…
medium.com
November 2, 2025 at 8:26 PM
October 15, 2025 at 8:37 PM
Recently I’ve been thinking a lot about what differentiates #good #software from #bad software in this #AI #vibe #coding age.
I believe it is #taste. See more in my latest article:
www.umai-tech.com/blog/taste-s...
I believe it is #taste. See more in my latest article:
www.umai-tech.com/blog/taste-s...
Taste Still Matters In AI & Software Engineering | Umai Tech
Umai Tech - AI, GenAI, ML Solutions and Insights
www.umai-tech.com
September 11, 2025 at 8:02 PM
🚀 Launched Umai Tech!
New: "Agentic Commerce: The $1.7T AI Revolution"
AI shopping agents are here:
• $5B → $1.7T market
• 40% cost savings
• No-click future
www.umai-tech.com/blog/agentic...
#AI #AgenticCommerce
New: "Agentic Commerce: The $1.7T AI Revolution"
AI shopping agents are here:
• $5B → $1.7T market
• 40% cost savings
• No-click future
www.umai-tech.com/blog/agentic...
#AI #AgenticCommerce
Agentic Commerce: The Dawn of a New AI-Driven Era ($1.7T Market by 2030) | Umai Tech
Umai Tech - AI, GenAI, ML Solutions and Insights
www.umai-tech.com
August 4, 2025 at 7:46 AM
🚀 Launched Umai Tech!
New: "Agentic Commerce: The $1.7T AI Revolution"
AI shopping agents are here:
• $5B → $1.7T market
• 40% cost savings
• No-click future
www.umai-tech.com/blog/agentic...
#AI #AgenticCommerce
New: "Agentic Commerce: The $1.7T AI Revolution"
AI shopping agents are here:
• $5B → $1.7T market
• 40% cost savings
• No-click future
www.umai-tech.com/blog/agentic...
#AI #AgenticCommerce
🤖 New post alert🚨 this time #ten #lessons #building #ai #agents:
See more below:
medium.com/data-science...
See more below:
medium.com/data-science...
Ten Lessons from a Year Building AI Agents in LegalTech
An AI engineer’s journey optimizing legal workflows with lessons learned from building, deploying, and maintaining intelligent agents.
medium.com
May 18, 2025 at 7:00 PM
#Mistral#AI recently launched a new SOTA #OCR #API in my latest blogpost I use their #typescript #sdk for a spin.
Read more below:
Read more below:
March 16, 2025 at 6:57 PM
#Mistral#AI recently launched a new SOTA #OCR #API in my latest blogpost I use their #typescript #sdk for a spin.
Read more below:
Read more below:
🚨 NEW article alert:
My 3 AI #LegalTech predictions
1️⃣ Democratized Intelligence (6mo)
2️⃣ Specialized AI Agents (12mo)
3️⃣ AGI-Native Legal Systems (36mo)
Full article: ai.gopubby.com/ai-in-legal-...
#AIinLaw #FutureofLaw #GenAI #LLMs
My 3 AI #LegalTech predictions
1️⃣ Democratized Intelligence (6mo)
2️⃣ Specialized AI Agents (12mo)
3️⃣ AGI-Native Legal Systems (36mo)
Full article: ai.gopubby.com/ai-in-legal-...
#AIinLaw #FutureofLaw #GenAI #LLMs
AI in Legal Tech three predictions and potential in the near future
How Generative AI in legal tech is drastically transforming the field and potentially what we can expect in the near future
ai.gopubby.com
March 1, 2025 at 7:25 PM
🚨 NEW article alert:
My 3 AI #LegalTech predictions
1️⃣ Democratized Intelligence (6mo)
2️⃣ Specialized AI Agents (12mo)
3️⃣ AGI-Native Legal Systems (36mo)
Full article: ai.gopubby.com/ai-in-legal-...
#AIinLaw #FutureofLaw #GenAI #LLMs
My 3 AI #LegalTech predictions
1️⃣ Democratized Intelligence (6mo)
2️⃣ Specialized AI Agents (12mo)
3️⃣ AGI-Native Legal Systems (36mo)
Full article: ai.gopubby.com/ai-in-legal-...
#AIinLaw #FutureofLaw #GenAI #LLMs
VALS.ai study confirms what @PocketLaw sees daily: Legal Generative AI works.
AI matched/beat lawyers in 5/7 tasks while being up to 80x faster.
For legal workflows, AI isn't just promising—it's delivering results now.
#LegalTech #genai
AI matched/beat lawyers in 5/7 tasks while being up to 80x faster.
For legal workflows, AI isn't just promising—it's delivering results now.
#LegalTech #genai
Vals AI
Private, domain-specific benchmarks in legal, tax, and finance.
VALS.ai
February 28, 2025 at 7:55 AM
VALS.ai study confirms what @PocketLaw sees daily: Legal Generative AI works.
AI matched/beat lawyers in 5/7 tasks while being up to 80x faster.
For legal workflows, AI isn't just promising—it's delivering results now.
#LegalTech #genai
AI matched/beat lawyers in 5/7 tasks while being up to 80x faster.
For legal workflows, AI isn't just promising—it's delivering results now.
#LegalTech #genai
#Predictions for AI & Legal Tech 2025:
1. #Agentic Workflows: Legal Automation 🤖
2. Need for #Consolidation in a Fragmented Market 💰
3. #Legal Professionals As #AI Strategists 👩⚖️
4. The #Cost of #Intelligence: reaches Near Zero 🧠
5. Hyper-#Personalization of legal tech
1. #Agentic Workflows: Legal Automation 🤖
2. Need for #Consolidation in a Fragmented Market 💰
3. #Legal Professionals As #AI Strategists 👩⚖️
4. The #Cost of #Intelligence: reaches Near Zero 🧠
5. Hyper-#Personalization of legal tech
December 17, 2024 at 9:09 PM
#Predictions for AI & Legal Tech 2025:
1. #Agentic Workflows: Legal Automation 🤖
2. Need for #Consolidation in a Fragmented Market 💰
3. #Legal Professionals As #AI Strategists 👩⚖️
4. The #Cost of #Intelligence: reaches Near Zero 🧠
5. Hyper-#Personalization of legal tech
1. #Agentic Workflows: Legal Automation 🤖
2. Need for #Consolidation in a Fragmented Market 💰
3. #Legal Professionals As #AI Strategists 👩⚖️
4. The #Cost of #Intelligence: reaches Near Zero 🧠
5. Hyper-#Personalization of legal tech