Turn ideas into a clear, validated, build-ready plan
A modern discovery process that combines human judgement, stakeholder alignment, and technical feasibility — with AI-assisted speed for documentation, wireframes, and prototypes.
Ready to turn your idea into a validated, build-ready plan — powered by AI, guided by human expertise?
The Challenge!
AI can generate documents.
But AI cannot run discovery.
Our hybrid approach ensures:
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Humans handle alignment, validation, feasibility
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AI accelerates documentation, wireframes, and structure
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You get deeper clarity at lower cost
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No missing edge cases, no hallucinated features, no bloated scope
This offering is built for teams who want real outcomes, not just auto-generated documents.
Who can benefit?
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Startups preparing an MVP
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Businesses upgrading internal processes
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Teams migrating workflows to AI or AWS
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Founders needing clarity before development
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Enterprises needing structure & documentation
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Any organisation where existing requirements are unclear or incomplete
Deliverables
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Stakeholder summary
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Workshop output
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Journey maps
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Use cases + user stories
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Wireframes
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ClickUp prototype
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AWS architecture
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Delivery roadmap + estimate
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AI opportunity map
Our Approach
We combine human insight with AI-assisted speed to define your product clearly and confidently. Through stakeholder interviews, focused workshops, journey mapping, and rapid prototyping, we validate the problem and shape the solution. The result is a complete set of refined requirements, screen flows, and an Cloud-aligned architecture your team can execute immediately.
- Step 1 — Stakeholder Interviews & Alignment (Human)
- Step 2 — Design Thinking Workshop (Human)
- Step 3 — Customer Journey Mapping (Human + AI)
- Step 4 — Use Cases + User Stories (Human + AI)
- Step 5 — Wireframes + ClickUp Prototype (AI-Assisted)
- Step 6 — Technical Architecture + Delivery Plan (Human)
Our Transfromation Framework
We work with you through every stage—from vision to value.
- Discover & Define
- Rapid AI Prototyping
- AI Solution Development
- Deploy, Train, & Optimize
- Transform
Case Study: Discovery and Analysis for a partner agency
Reinventing the Automotive Aftermarket
We helped reimagine the vehicle servicing experience in Saudi Arabia by designing a digital platform from the ground up. Through workshops, UX strategy, journey mapping, and service blueprinting, we aligned multiple stakeholders and delivered a user-centric marketplace experience. The result: a scalable, testable platform that brought a traditional industry into the digital era—one successful transaction at a time.
