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How We Work

From capacity provider to Engineering Growth Partner

We've evolved from selling engineering hours to sharing risk and reward. Our flexible engagement models align our incentives directly with your priorities: Profitability, Efficiency, and Growth.

Let's Find the Right Model

The Hybrid Engagement Model

Advise → Build → Operate & Optimize

We combine different approaches based on what you need. Most engagements flow through these phases, but you can start anywhere.

Advise

What to build & why

Fixed Fee / Audit

  • Architecture Audits
  • AI Readiness Assessments
  • Buy vs. Build Analysis

T&M (Expert Access)

  • Strategic consulting
  • CTO/Architect advisory

Build

Execution & Delivery

Fixed Scope (POCs)

  • Rapid prototyping with AI-First Development
  • Validation in days, not months

T&M / Agile Teams

  • Complex, evolving platforms
  • Integrated collaborative teams

Shared Risk Milestones

  • Delivery bonuses tied to speed-to-market
  • Technical debt reduction targets

Operate & Optimize

Running the Business

SLA / Retainer

  • Maintenance & Support
  • Continuous improvement

Outcome-Based / Gain Share

  • Efficiency gains sharing
  • Revenue uplift from new features

AI-First Development

The "AI Advantage" embedded in everything we do

LLMs and Agents have fundamentally changed how we build software. We leverage this to deliver faster:

100x

Design & prototypes

10x

AI-first concept & architecture

5x

Building new apps for production

Development cycles drop from days/weeks to minutes/hours.

Why This Matters

Traditional consultancies:

  • Sell big waterfall programs
  • Push specific vendor products
  • Leave you with slides, not systems

Metosin:

  • Facilitation-first — we help you decide, not prescribe
  • Lean/agile delivery in phases
  • Technology-agnostic (but Google Cloud certified)
  • Fast time-to-decision (weeks, not months)
  • Aligned incentives through shared risk models

Let's find the right engagement model for you

Every situation is different. Let's talk about what you're trying to achieve and design an engagement that makes sense.

Schedule a Conversation

AI-First Engineering Growth Partner. We help technology leaders turn AI ambition into business results.

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Company

Business-id: 3374640-7
E-invoice: 003733746407
Operator: 003723327487 / Apix
metosin@skannaus.apix.fi

first.last@metosin.fi

Open Source

We maintain popular Clojure libraries used by thousands of developers:

Malli (Data validation) Reitit (Routing) Jsonista (JSON processing) Muuntaja (Content negotiation)

View on GitHub

Tampere • Helsinki • Jyväskylä • Oulu