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Platform & systems engineering

Cloud environments, data pipelines, and operational foundations that meet compliance requirements today and scale as you grow. HIPAA, SOC2, and FDA considerations architected in from the start.

We build for your stage, not ours.

Platform & Systems Engineering at Toboggan means designing cloud environments, data pipelines, and operational foundations that meet compliance requirements today and adapt as your company grows.

We build for where you are now—seed-stage startups get different infrastructure than Series B companies—while ensuring you're not painting yourself into corners. HIPAA, SOC2, and FDA requirements shape our architecture decisions, but so does your runway.

The outcome: production systems that pass audits, scale when you need them to, and won't require a rebuild in eighteen months.

How we work

What we believe

1

Compliance is an architecture problem, not a checklist.

When regulatory requirements are bolted on after the fact, you get brittle systems that auditors question and developers hate maintaining. We design for HIPAA and SOC2 as fundamental constraints, not final-stage additions.
2

Build what's needed now, with paths to evolve when you're ready.

A seed-funded startup doesn't need the same infrastructure as a Series B company. We've seen too many early-stage teams burn months on systems they won't need for years.
3

Your team will own this.

Every engagement includes knowledge transfer because our success is measured by what happens after we're gone. More importantly, your requirements will change—your team needs to understand the system well enough to adapt it.
4

Regulated industries require rigour, not rigidity.

Move-fast-and-break-things doesn't work when "things" include protected health information. But that doesn't mean moving slowly. It means being deliberate about where you take risks and where you don't.

FAQs

It depends on scope and stage. A technical audit with prioritized roadmap runs 4-6 weeks. Building a HIPAA-compliant data warehouse takes 3-4 months. A full platform build with EHR integrations can run 12-18 months. We scope engagements in phases so you see working infrastructure early, and so we can adjust as your priorities shift.

Ready to build?

Let’s talk. No matter what stage you’re at, we’re happy to discuss your project.
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