Planning
Every successful AI project starts with understanding the problem properly. The planning phase is where I learn your business, map your workflows, and define exactly what we're building and why — before any code gets written.
Understanding your business
I can't build effective AI systems without understanding how your business actually works. The first step is always a deep dive into your operations.
Goals & Pain Points
What are you trying to achieve? Where are the bottlenecks, manual processes, and recurring frustrations? I ask a lot of questions early on so that the systems I build address real problems, not hypothetical ones.
Workflow Mapping
I map out your existing processes to identify which are strong candidates for AI automation. Not every workflow benefits from AI — I'll be honest about where it makes sense and where simpler solutions are better.
Context Data Needs
AI agents are only as good as the data they can access. I identify what context data your systems will need — internal documents, databases, APIs, CRM records — and how to provide it securely.
Scoping the project
A well-scoped project is the difference between a successful rollout and an expensive experiment. I define boundaries clearly before building.
Deliverables
Exactly what you'll receive at the end of the engagement — working systems, documentation, deployment configurations. No ambiguity.
Timeline
Realistic timelines with milestones, not vague estimates. I break projects into phases so you see progress early and can course-correct if needed.
Tech Stack Decisions
Which models, frameworks, platforms, and integrations the project will use — and why. I make opinionated recommendations based on your constraints and goals.
Success Criteria
How we'll know the project succeeded. Measurable outcomes — not subjective impressions. This keeps both of us honest about whether the system is delivering value.
The output
By the end of the planning phase, you have a clear project specification and architecture plan. This document covers what we're building, how it fits into your existing systems, what data it needs, how it will be deployed, and what success looks like.
This isn't a generic proposal — it's a detailed technical plan that serves as the blueprint for the build phase. You'll know exactly what you're getting, and I'll know exactly what I'm building.
Ready to start planning?
Tell me about your project and I'll help you figure out what AI can do for your business.