How We Build
Our AI-Leveraged Software Development Lifecycle
AI makes software development faster. Experienced engineers make it right. At Neobric, every stage of our SDLC pairs enterprise-grade AI — with safe search and full IP protection — with human experts who validate every output. Here's exactly how that works, stage by stage.
2M+ hours of engineering experience
validating AI Leverage to give you best of breed outcomes
1. Business Goal Analysis
What our engineers do
We lead with a business-first approach, asking the right questions to uncover what your product actually needs to achieve.
Where AI accelerates
We use AI to pressure-test assumptions and surface additional insights before a single requirement is written.
2. Requirement Analysis
What our engineers do
We take your input, add our own battle-tested standard requirements, and write user stories by hand — the traceability foundation for everything that follows.
Where AI accelerates
AI-driven requirement validation and rapid interactive UX prototyping get you sign-off upfront, dramatically reducing change iterations later.
3. Design & Architecture
What our engineers do
We define MVC-patterned architecture and build in the compliance your industry demands — HIPAA, OWASP, WCAG 2.2.
Where AI accelerates
AI informs modern, open-source stack choices for better performance, security, and extensibility, and helps produce end-to-end UX/UI wireframes covering every accepted user story and acceptance criterion.
4. Coding & Development
What our engineers do
Over 2 million hours of coding experience across complex front-end, business-logic, and storage layers — all applied to validating AI-generated code.
Where AI accelerates
Human-validated user stories and complete wireframes form the foundation for traceable, AI-assisted code generation.
5. Testing
What our engineers do
We compile, deploy to test environments via DevOps (AWS, Azure, or private enterprise environments over secure VPNs), and run manual UI/UX validation plus randomized security checks.
Where AI accelerates
AI generates comprehensive unit tests against code standards, acceptance criteria, and OWASP security checklists — with findings traced back to specific user stories.
6. Deployment
What our engineers do
Deployment to staging and production is DevOps-driven and fully human-controlled.
Where AI does NOT accelerate
It doesn't — deliberately. We do not use AI to deploy to staging or production environments. Your release pipeline stays in expert hands.
7. Maintenance & Evolution
What our engineers do
Every stage above repeats under strict version control over user stories and UX/UI, so your product evolves without losing traceability.
Where AI accelerates
The same AI-assisted analysis, prototyping, and test generation compound in value with every release cycle.
Software built fast — and built accountable
Talk to us about how AI-leveraged development can cut your delivery timelines without cutting corners.
Contact Neobric