Core Algorithm ™

Core Principles

User experience (UX)
Developer experience (DX)
Keep it simple, stupid (KISS)
You Aren’t Gonna Need It (YAGNI)
Learn and improve

Product Management

Review current state
Set goals
Identify stakeholder personas
Define requirements
Document use cases
Create roadmap
Validate product with stakeholders

Product Development

Write PRDs (Product Requirements Document)
Write ADRs (Architecture Decision Record)
Define algorithms, data model, data structures, and functions
Write proof-of-concept (POC)
Launch minimum-lovable-product (MLP)

Business Process Automation (AI)

Identify human-in-the-loop (HITL) workflows
Identify human-on-the-loop (HOTL) workflows
Identify human-out-of-the-loop (HOOTL) workflows
Build rule-based AI tools (deterministic)
Build AI agents (non-deterministic)
Integrate with external systems and data repositories
Define goals and evaluate accuracy (evals)
Evaluate risk and safety (human)
Deploy and monitor

About Aktagon

Aktagon Ltd. delivers reliable software development solutions from Finland. Since 2006, I have built user-friendly products that solve real business problems for my clients.

With over 20 years of software development experience, I focus on practical solutions that align with your goals. I understand that successful software means understanding your business first.

Technology Partners

Cloudflare Partner Finland - Edge and Cloud Architecture Solutions

Aktagon Ltd. is a Cloudflare Consult Partner within the PowerUP Partner Program, collaborating with Cloudflare to help organizations design and deploy secure, high-performance edge and cloud architectures.

VAT ID

FI20537825 (2053782-5)