Toucan Labs
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Services

What we do

World-class engineers, placed exactly where your team needs them.

The engagement model

How you work with us

We don't operate like a typical agency, taking on projects and disappearing after delivery. Toucan Labs places senior engineers directly inside your team — embedded, accountable, and committed for the long run.

You get the depth of a full-time hire with the flexibility of a partner.

Areas of expertise

Whatever your team needs most, we bring senior expertise in these three areas.

01 — AI-Driven Full-Stack Development

Engineers who own the outcome.

We don't just write code to spec. We deliver AI-driven development solutions — asking the hard questions, flagging the risks, and building things that last. Effective software built by engineers who treat your product like their own.

What this includes

  • Web and API development
  • Frontend and backend engineering
  • AI-assisted system integrations
  • Technical debt reduction
  • Code reviews and architecture consulting

Best forStartups that need senior dev capacity without a full-time hire.

02 — AI-Driven Cloud Engineering

Infrastructure that works as hard as your team.

Cloud architecture decisions made early are hard to undo. We deliver AI-driven cloud solutions that are effective from day one — scalable, secure, and cost-efficient — whether you're starting from scratch or modernizing what's already there.

What this includes

  • Cloud architecture design (AWS, GCP, Azure)
  • Infrastructure as Code
  • AI-assisted DevOps and CI/CD pipeline setup
  • Cost optimization
  • Cloud migration and modernization

Best forStartups moving to the cloud or scaling existing infrastructure.

03 — AI-Driven QA & Test Automation

Catch bugs before your users do.

Manual testing doesn't scale. Generic QA teams miss context. We deliver AI-driven testing solutions — senior SDET expertise combined with AI-powered workflows — that are effective at catching issues before they reach production and adapt as your product grows.

What this includes

  • Test strategy and architecture
  • Playwright-based end-to-end automation
  • AI-assisted test generation and maintenance
  • CI/CD integration
  • QA process design for fast-moving teams

Best forStartups shipping fast who can't afford regressions.

FAQ

Questions you might have

How fast can we get started?

After our intro call, we move quickly — most engagements kick off within 1–2 weeks of agreeing on scope.

What's the working relationship — contractor, employee, or something else?

You work directly with our team under a simple corporate agreement with Toucan Labs. No long-term commitments beyond what makes sense for your project.

Who owns the work we build together?

You do. Everything we build for you — code, systems, documentation — belongs to your company, fully and completely.

How do you ensure quality and communication?

You get direct access to the people doing the work — no account managers in the middle. We integrate into your existing workflows (Slack, Jira, standups, whatever you use).

What if it's not the right fit?

That's okay — and better to find out early. Our intro call exists exactly for that. No pressure, no hard sell.

Do you work with companies outside the US?

Yes — we work with tech startups wherever they are. Distance isn't a barrier to a good partnership.

Not sure which service fits?

Book a call and we'll figure it out together. No pitch, no pressure.

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