SIBB e.V. // Adalan AI Logo

SIBB e.V. // Adalan AI

100% Remote

Software Architecture Consulting for Adalan AI

Software Architect and Consultant

May 2023 - May 2023
1 months
Freelance
Project work
100% Remote

Case context

Overview

Adalan AI needed early technical direction for a SaaS platform around AI risk assessment. I advised on architecture design, technology selection, and product strategy for a growing AI startup.

Emphasis on scalable architecture with React/TypeScript, AWS infrastructure, and MongoDB for flexible data structures. Product strategy and UI/UX advisory for a better user experience in AI risk assessment.

Responsibility

Activities

  • Technical Advisory: Architecture design, technology selection, scalability planning
  • Product Strategy: UI/UX design, user experience, feature planning
  • Startup Consulting: Developer hiring, outsourcing strategies, budget planning
  • AWS Architecture: Lambda, RDS, SNS, API Gateway, CloudWatch integration
  • Development Setup: React/TypeScript, MongoDB, Auth0, Tailwind CSS
  • Engineering practice: Code quality, test strategy, deployment paths, and maintainable team capability

Operating mode

Methodology

  • Decision-oriented advisory: Break architecture, technology selection, and product strategy down into concrete next steps
  • Software engineering focus: Clarify system boundaries, developer profiles, test strategy, and maintainability early
  • Product strategy: Check UI/UX, user experience, and feature scope against the core AI risk assessment value
  • Startup guidance: Make hiring, budget, and scaling options visible as investment decisions
  • Technical foundation: Recommend a SaaS architecture that can support AI-risk workflows without overloading the early product with complexity

Technical context

Technology stack

The tools are not the point by themselves. What matters is which system layers had to work together.

7Areas
19Technologies

Frontend

4
ReactTypeScriptJavaScriptTailwind CSS

Backend

4
Node.jsAuthenticationUser ManagementAPI Gateway

Databases & Storage

3
MongoDBDatabase DesignAWS RDS

Architecture

3
Flexible Data StructuresArchitecture DesignScalability Planning

DevOps

3
AWS LambdaAWS SAMCloudWatch

Messaging & Event Streaming

1
AWS SNS

Data & AI

1
Auth0

Next step

If you want to explore similar leverage for hiring, collaboration, or a concrete transformation, this is the right starting point.

Send a short note about the situation you are trying to assess. I reply personally and will be direct about fit.