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D2 Product Preview | Context is the moat: why your knowledge layer outlasts every model
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D2 Product Preview | Context is the moat: why your knowledge layer outlasts every model

# D2 Product Preview

Models and agents are actually the commodities; your business context is the moat.

Model providers are constantly one-upping each other: Gemini 3 was state of the art...for about a week. GPT–5.3 blew it out of the water, only to be topped by Sonnet 4.6 shortly after.

Switching costs are still high. How can you ensure your team isn't stuck on the same model forever?

Winning teams are the ones who maintain sovereignty over their business context and institutional knowledge, allowing you to swap out models and tools on a dime.

Don't just give your institutional knowledge away to the model providers to train on: own your context to maintain control and apply it on your own terms.

In this D2 Product Preview, Dave Nunez (Falconer Co-Founder & CEO) will dig into how to build context that powers whatever model or agent comes next, without hitting reset every time the landscape shifts. He'll demo how Falconer helps teams build their context graph, then open the floor for conversation on how to make context compound instead of disappear.

Agenda

From8:00 PM
To8:05 PM
GMT
Tags:
Opening
Problem Framing
  • Host intro
  • Models and agents churn fast and commoditize quickly
  • Switching costs and vendor lock-in stay high
  • The real moat is owning business context and institutional knowledge
  • Goal: keep sovereignty so you can swap models and tools without hitting reset
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From8:06 PM
To8:15 PM
GMT
Tags:
Roundtable
Solution
  • Build a durable “context layer” your team controls
  • Capture institutional knowledge into a context graph
  • Keep your data out of model-provider training pipelines
  • Plug that context into whatever model or agent comes next
  • Walkthrough of how Falconer helps teams implement this in practice
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From8:16 PM
To8:25 PM
GMT
Tags:
Founder Presentation
Live Demo
  • Walkthrough of workflows
  • Real examples of the solution in action
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From8:26 PM
To8:40 PM
GMT
Tags:
Roundtable
Q&A
  • Open floor on making context compound instead of disappear
  • What to store vs what to infer
  • Governance, privacy, and access controls
  • Patterns for model portability and migration
  • Lessons learned, pitfalls, and next steps for your org
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From8:41 PM
To4:45 AM+1
GMT
Tags:
Closing
Closing
  • Key insights captured
  • Follow-up materials (optional)
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Starting in 42 days
April 15, 8:00 PM GMT
Online
Organized by
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Dave Nunez
Starting in 42 days
April 15, 8:00 PM GMT
Online
Organized by
user's Avatar
Dave Nunez
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