Conversations over documentation sessions
Specifications emerge from dialog between people with different perspectives—not from writing in isolation.
A new paradigm for AI-enabled teams
We are uncovering better ways of building software with AI by changing how teams work—not just the tools they use.
AI adoption often focuses too narrowly on tools and code generation—the faster code. But writing code was never the bottleneck.
The way teams create, share, and use context is the hard part. Without effective context, even the best AI tools underperform.
Agile fell short on bridging business and tech. Now you can solve this.
Specifications emerge from dialog between people with different perspectives—not from writing in isolation.
Teams already have the conversations that contain requirements. The work is curation, not creation.
AI tools fail not from poor prompts but from poor context—and context comes from structured dialog.
Marking what we don't know is more valuable than filling gaps with plausible-sounding details.
Specifications are living artifacts that grow through iterative refinement, not documents frozen at sign-off.
AI generates, humans decide. Accountability for what we build remains with the people who build it.
Dialog is the main source for creating rich specifications. The living conversations between team members become the specifications that drive implementation.
Paste transcripts or describe conversationally. AI extracts requirements, decisions, and context with explicit uncertainty markers.
Add new inputs — meeting transcripts, ADRs, stakeholder feedback. Specifications evolve through multiple rounds of collaborative input.
Discuss breakdown conversationally. AI proposes story decompositions with acceptance criteria, linked to feature specifications.
Developers reference feature specs and stories as their main implementation context. Specifications stay current as learnings emerge.
Maintain rigorous specifications at the feature level only. Story-level artifacts are temporary. This reduces maintenance burden while preserving quality where it matters.
Specifications emerge from meeting transcripts, Slack threads, and email discussions. Capture decisions where they naturally occur.
Specifications evolve through multiple rounds. A planning meeting creates v1. Technical discussion adds architecture. Stakeholder feedback adjusts requirements.
Use your existing setup: Confluence and Jira, Notion and Linear, or any wiki plus work tracker. No migrations needed.
We mitigate AI hallucination by marking what we don't know rather than letting AI invent details. Uncertainty becomes visible, not hidden.
"This is not about adopting new tools. It's about transforming how teams collaborate in an AI-enabled world."
We help organisations adopt Dialog Driven Delivery through hands-on workshops and strategic guidance.
Interactive sessions where your team learns Dialog Driven Delivery by applying it to real features. Walk away with working specifications and a repeatable process.
We help you establish pioneering teams that demonstrate the new way of working. These lighthouse teams become the catalyst for transforming how your entire organisation delivers software.
Strategic consulting to help your organisation integrate AI into software delivery. We assess readiness, identify opportunities, and create a roadmap tailored to your context.
Let's have a conversation about bringing Dialog Driven Delivery to your organisation.