Process
From problem to production.
A clear, six-stage path from a business problem to a working system — no black boxes along the way.
Stage 01
Discover
Stage 1 of 6
01
Discover
Understand the business problem, users, requirements and data.
What happens
- Stakeholder and user interviews
- Mapping current workflows and pain points
- Identifying constraints, risks and success criteria
Deliverables
- Problem definition brief
- Workflow & requirements map
02
Define
Define the product strategy, architecture and AI approach.
What happens
- Translating findings into product scope
- Defining technical architecture direction
- Prioritizing features and setting milestones
Deliverables
- Product & technical scope document
- Execution roadmap
03
Design
Design the experience, interfaces and technical system.
What happens
- Wireframing core user flows
- Defining system and data architecture
- Establishing visual direction and UI system
Deliverables
- UX wireframes & interactive prototypes
- System architecture diagram
04
Build
Engineer the AI, software, APIs, databases and integrations.
What happens
- Building frontend interfaces and backend services
- Developing AI models and integrations
- Connecting APIs, databases and automation workflows
Deliverables
- Working software increments
- Integrated AI & automation components
ReactNext.jsNode.jsPythonPostgreSQLAPIs
05
Test & Refine
Test, optimize, secure and improve the system.
What happens
- Testing functionality against real workflows
- Performance, security and reliability checks
- Refining based on findings
Deliverables
- Test & QA report
- Production-ready release candidate
GitHub ActionsDocker
06
Launch & Evolve
Deploy the product, automate workflows and continuously evolve it.
What happens
- Deploying to production infrastructure
- Monitoring performance and usage
- Iterating as business needs change
Deliverables
- Live production system
- Ongoing improvement roadmap
VercelDockerGitHub Actions
Ready to start?