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Innovation That Matters

Technology trends for the world of tomorrow

Author

danielselman

Dan Selman is a CTO with over 25 years of experience in the IT industry. He has created software products for BEA Systems, ILOG, IBM and others. He co-founded Clause, Inc. (acquired by DocuSign in 2021) and is a founder and maintainer of accordproject.org under the Linux Foundation.

Vineyard Planted

27th September some friends and I planted 104 vines, the genesis of my vineyard in Brittany, France. The vines were 50% Bronner and 50% Johanniter, two disease resistant white wine varieties from Germany. I’m hoping they will like the cooler, wetter Breton climate.

The next couple of years will be about studying, pruning and training, with the first harvest in 2028/2029. Assuming this planting does well, I will plant some more vines over the coming years, experimenting with different varieties.

Old Dog Learns New Tricks

First week at Meta complete. Yes, really. This old dog, born long before the iPhone and social media, has joined the Kool Kids and will be “building the future of human connection and the technology that makes it possible.”

Read on for why I made the jump from Docusign and for my first impressions of Meta.

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What is that over there?

My last day at Docusign is fast approaching, and what an experience it has been! 

Let me take you back to January 2021: the UK is still reeling from the Covid-19 pandemic, Christmas has just been “cancelled” for many, and pubs are closed. It doesn’t get much more serious than that! 

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Knowledge Representation: Graphs or Tables?

In this article I dig into the question of whether you should use a traditional RDBMS (Postgres, MySQL etc.) or a graph database (Neo4J, AWS Neptune, OrientDB etc.) as you embark on your next data management and knowledge representation project, especially in this era of Knowledge Graphs and LLMs.

Knowing the strengths and weaknesses of each will help you pick the right tool for the job.

Image from: https://www.biconnector.com/blog/knowledge-graph-vs-relational-database-differences/

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Quest for the Musk Ox

  • Ski and camp on frozen lakes ✅
  • Haul your gear for a week on a sled ✅
  • Try to spot seven musk ox in a mountainous national park ✅

Sounds like a perfect winter holiday!

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Artificial Intelligence Agents and Enterprise Systems of Record

There’s been a Cambrian explosion in the number of companies working on orchestration of large language model (LLM) tools, agent-based systems, and exposing enterprise data to LLMs, via retrieval augments generation (RAG), or via graph-based approaches (GraphRAG) or Knowledge Graphs.

In this article I explore LLM agent-based systems, particularly as they will be applied to enterprise systems of record.

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Looking backwards to predict the future

My photo library turns me into an intrepid explorer, spelunking through time and place. All those pictures of conferences and whiteboards become a treasure-trove of past lives, ideas and dreams. In this post I will take a look back over the past five years or so, from our “Smart Clause” mission as Clause.io, to the latest Intelligent Agreement Management developments at Docusign.

Disclaimer: I don’t make any promises about products, timelines or roadmap; that is not my role, and the past shows that progress is not a straight line, but is a meandering river — so don’t use any of this article to make purchasing decisions!

So, in the words of Eric Zenz, hop in my Deloren and let’s accelerate to 80 miles per hour!

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Ontology vs Taxonomy vs Data Model

Image source

Confused by people throwing words like ontology, taxonomy and data model around? In this post I explain the differences and give some practical advice for which to adopt.

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South Korea

The nights are drawing in, and it’s damp, grey and cold in England. What little summer we had, is a fast fading memory. I was fortunate enough to escape for three weeks to South Korea with the family.

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