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Faster time-to-market for innovations and new possibilities for legacy modernization.

AI-First Software Delivery redefines how modern software comes to life by shifting the entire approach to creation and evolution. Rather than chasing isolated productivity improvements, it brings human expertise and AI agents together into a coordinated system that delivers faster results with lower costs.

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We are living through the paradigm shift in software development

Agentic Swarm Coding drives a new level of efficiency and productivity in software development, but realizing its full potential depends on seamless teamwork between humans and AI agents.

Why Agentic AI Software Development?

AI-First approaches don’t just accelerate development, they reshape it. By embedding coordinated AI agents throughout the lifecycle, organizations achieve:

Faster delivery cycles through automated analysis, coordination, and execution 

Higher quality outcomes with AI-driven testing, consistency checks, and guardrails 

Predictable delivery through deterministic workflows and continuous optimization 

Lower total cost of delivery with automation removing friction, waste, and rework

From vibe coding to Agentic Swarm Coding

A new era of coding born in the last 6 months.

Evolution of coding assistants

Human-driven coding

  • Humans design, implement, and test end-to-end
  • Knowledge resides in individuals, iteration is slower
  • Full control, quality via manual reviews and tests

Inline-assisted coding

  • IDE suggests code inline, developer accepts/edits
  • Speeds routine work, reduces boilerplate and typos
  • Design and accountability remain with humans

Chat-based coding

  • Natural-language prompts generate and refactor code
  • Iterative dialogue for explanations and fixes
  • Larger changes possible, requires good prompt discipline

Vibe coding


  • Goals, constraints, and context stated at a high level for a single agent
  • AI infers tasks and produces multi-artifact solutions as it sees fit
  • Rapid prototyping, citizen development, results may vary

Agentic Swarm coding

  • Multiple AI agents collaborate in parallel with well-defined roles and clear specifications
  • Human orchestration, guardrails, and final verification
  • Production-grade enterprise solutions, professional AI-first dev team, predictable results

AI is about to unlock significant efficiency
gains, cost savings and new capabilities

82%

Agentic coding accuracy with new models¹

$500

AI savings by Microsoft last year²

100%

Of code can be written by AI³

The combination of human expertise and AI efficiency is far more effective than either alone

Our approach is to have human and AI agent roles work together as one hybrid team that scales productivity, with humans remaining the final verifiers and the only accountable actors for AI-generated outcomes.

  • We evaluate AI’s potential in every new project and build toward a future where we are fully AI-first

  • We form hybrid teams where human and AI roles collaborate seamlessly as a single team

  • Instead of focusing on individual AI empowerment, we are the early adopters of AI orchestration at the team level

Nortal's early results with AI-First Delivery surpassed all expectations

Medical Portal

  • Austrian Dental Association “Medical portal”, a feature-rich light-weight application.
  • We used AI to reduce estimated MVP demo delivery by 75%, from 60 days down to just 15.
  • Based on vibe coding. Implemented in May 2025.

Manufacturing Operations App

  • Large manufacturing customer’s project, a complex industrial operations system.
  • We used AI to reduce estimated demo delivery by ~80%, from 90 days down to 20.
  • Vibe coding efforts failed. First shot at multi-agent orchestration in July 2025.

Telecom App Modernization

  • Large Telecom customer, legacy application modernization.
  • We used AI to create a new app by reverse engineering a legacy solution from source code and UI screenshots. 80% feature complete solution in 10 days.
  • Based on advanced Agentic Swarm Coding. Implemented in September 2025.

Helping enterprises and governments across a variety of sectors

Complex doesn't have to mean complicated. With decades of experience, from government offices of to boardrooms of global enterprises, we know how to bring data & AI to life where it matters most. Every solution we build is designed for two things: immediate impact and long-term scale. That's why our clients trust us with their biggest bets.
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Let’s build what’s next

Meet with our experts to explore opportunities, validate ideas, and shape a faster route to impact with AI-driven delivery.

Jarkko Enden, Nortal Finland

Jarkko Enden

CTO, Nortal Finland