Workflow

Understanding workflow is the key enterprise task. Why Giraffe couples data structure to visualization — and what happens when LLMs start executing the workflow directly.

15 April 2026

What Happens When You Give Claude AI a Real Estate Feasibility Engine

Giraffe is a unique combination of geometry, calculations, and spatial context.

8 April 2026

Building Agent: 10 Minutes of Typing, A Structural Rewrite

The second iteration of our building agent — services rewritten, structure upgraded, facades refined. About 1000 words of prompt.

31 March 2026

AEC Is Too Small a Frame

On why we stopped seeing ourselves as an AEC offering, and what A16Z's thesis gets right — and misses.

27 March 2026

Weekly Update 2: The Return of the Real

The resurgence of physical infrastructure, the consulting budget problem, and Chat v2 — a conversational interface that turns words into digital process.

25 March 2026

Version 13.91: Why Encoding Judgment Now Is the Only Move

Every technical discipline carries decades of heuristic knowledge that has never been formally encoded. Agent-based workflows change this — and the firms encoding now are building an advantage that compounds.

24 March 2026

Giraffe in the Stack: Early-Stage Decisions and the Tools That Surround Them

The property development industry runs on powerful specialist tools. Where does Giraffe sit — and what does that mean for the tools already in the stack?

20 March 2026

Weekly Update 1: Agents, What We Are Seeing

Giraffe works with clients deploying agentic AI across property. Here's what we're seeing — from billing model disruption to the repricing of creative work.

10 March 2026

Software is getting cheaper, orchestration is still hard.

AI has changed the cost equation. The barrier to fixing a broken workflow isn't cost — it's perception. Property development is ready for retooling.

15 January 2026

What Is an App Store for Real Estate?

Why the real estate industry needs a new model for software — one that treats workflows as composable, governed, and repeatable.

8 January 2026

Orchestrated Workflows: A Practical Guide

How to think about workflow orchestration in real estate — and why it matters for teams that need repeatability and governance.

20 December 2025

Governance in the Age of AI

Why auditability and controlled automation matter when AI enters real estate workflows.

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