How We Work
Two paths to AI-optimized development. Whether you have an idea or a running project, we meet you where you are. Every phase delivers standalone value — no obligation to continue.
Standalone Value at Every Phase
No Lock-In. No Strings Attached.
Every phase of our engagement produces deliverables you own outright. You can pause, stop, or continue at any point — each phase stands on its own. When you're ready to go further, the next phase picks up exactly where you left off.
Path A
New Development
Building a new product from the ground up
Phase 1: Product Definition
Weekly Retainer2–4 weeks
Transform high-level ideas into specific, actionable requirements. We work closely with stakeholders to define exactly what gets built — and how AI will accelerate the build.
Deliverables
- Product requirements document (PRD)
- UI/UX wireframes and design guidelines
- Data sources and integration map
- Technology stack recommendation
- Project scope and milestone plan
Phase 2: New Development
Fixed ScopeMilestone-driven
Build the product with an AI-optimized pipeline from day one. Every line of code benefits from automated agent workflows, structured documentation, and CI/CD designed for AI collaboration.
Deliverables
- AI-ready CI/CD pipeline
- Agent rules and prompt configuration
- Specification-Driven Development (SDD) framework
- Production-ready application per agreed requirements
- Full source code and documentation
Path B
Existing Project
Transforming a running project with AI workflows
Phase 1: AI-Ready Gap Analysis
Fixed Fee2–3 weeks
A thorough assessment of your current codebase, CI/CD pipeline, and workflows. We identify what's blocking AI adoption and map the fastest path to an AI-optimized development process.
Deliverables
- AI Readiness Scorecard
- Pipeline and workflow audit report
- Prioritized transformation roadmap
- ROI projections and cost-benefit analysis
- Quick-win recommendations
Phase 2: Transformation Sprint
Monthly Retainer3 months
Hands-on implementation of the transformation roadmap. We redesign your pipeline, configure AI agent workflows, and train your team to work with AI-assisted development every day.
Deliverables
- CI/CD pipeline redesign for AI workflows
- Agent rules and prompt configuration
- SDD framework implementation
- Developer training and adoption program
- Efficiency metrics and progress reporting
Both Paths Converge Into a Dedicated Team Monthly Retainer
Once your AI-ready pipeline is in place — whether built from scratch or transformed from an existing codebase — a dedicated team keeps your product evolving with continuous delivery, pipeline management, and team enablement. The team scales to fit your needs: as small as a single developer or as large as a full cross-functional unit.
Your Dedicated Team
Your Always-On AI Team
The team can be as large or as small as your project requires — from a single developer to a full cross-functional unit. Below are the core roles and the three pillars of value they deliver.
Dedicated Developer
Full-time
Ships features from your backlog, runs code reviews, and pair-programs with your team to transfer the AI-assisted methodology.
Solutions Architect
20–32 hrs/month
Maintains and evolves the AI pipeline, agent rules, and prompt configurations. Delivers monthly efficiency reports and quarterly strategic reviews.
Project Manager
20–32 hrs/month
Manages requirements, backlog prioritization, and tracks pod performance and delivery velocity.
Pipeline Audit & AI Management
Continuous tooling updates, agent rule refinement, monthly efficiency reports, quarterly strategic reviews.
Feature Delivery
Production-ready features from your backlog using AI-optimized workflows.
Team Enablement
Pair programming, hands-on coaching, and knowledge transfer. Your team grows self-sufficient over time.
Built Different
Why This Model Works
Our engagement model is designed to reduce risk, maximize value, and keep you in control at every step.
Standalone Value
Every phase produces deliverables you own. A Product Definition or Gap Analysis is valuable on its own, even if you never engage for the next phase.
No Lock-In
You decide when to continue, pause, or stop. No long-term contracts required. We earn the next phase by delivering results in the current one.
AI-Optimized From Day One
Every engagement starts with AI workflows baked in — not bolted on later. Your codebase, pipeline, and team processes are built for AI collaboration from the start.
Team Enablement
We don't just build — we teach. Through pair programming, coaching, and knowledge transfer, your team grows self-sufficient with AI-assisted development.
Ready to Get Started?
Choose your path and let's build something great together. Every engagement starts with a conversation.