Bringing AI in at Headway

Route findings on AWS storage to owners in 20 minutes

Published Oct 22, 2026

You’re a forward deployed engineer working with Headway’s security and reliability team. The team is in the room.

The setting

is a marketplace and software platform that connects patients, health insurers and independent providers of mental health care across the United States. is the software therapists and psychiatric prescribers use to accept insurance and run their practice.

Cloud findings arrive faster than their operating context.

Fast routing protects response time, while engineer review protects the severity decision.

Who you’d be doing this for

“My client was waiting and I was staring at a screen instead of pulling up their note.”

Lwin Kurniawan · Independent Therapist · a character in this brief

Runs a solo practice on the platform and depends on uninterrupted access to client schedules, notes, and billing.

What is at stake

Cloud findings are consuming long investigations before anyone can judge their severity. You have to decide where the route system's suggested owner and severity hand over to the security engineer who sets the severity, when a Wiz finding on AWS storage arrives.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • likely-owner paging vs. on-call interruption
  • cross-system context vs. least-privilege access
  • evidence depth vs. summary readability
  • pilot focus vs. reusable workflow

Why Headway

Provider scheduling, clinical records, and claims workflows depend on AWS services that must remain secure and available.

Written with these in mind

workflow systems buildersecurity-minded forward deployed engineerAI deployment practitioner

Not your kind of problem? 104 more at Headway, or browse every organization.

Where the organization context comes fromThe postings this brief was written from, and the reporting read before it.

The organization context comes from public information. The situation and characters are written for the brief.

Job postings it was written from

Public descriptions of the work at Headway. They are listed as sources, not as openings. The lines under a posting are its own words, where it meets this brief.

  • Senior Security Engineer (Infrastructure) (opens in a new tab)
    • Build out and mature Headway's cloud security posture: Build an AI-native approach to configuration standards, hardening, and vulnerability remediation across our AWS footprint.
  • Staff Infrastructure Engineer · no longer posted
    • You will lead the work to isolate blast radius, make autoscaling trustworthy, and build a self-serve infrastructure platform so that the Infrastructure Engineering team focuses on the strategic and unusual, not the routine.
    • Architect and own the cloud platform that every engineer at Headway deploys on.
  • Senior Security Engineer (Product) · no longer posted
    • Since then, we’ve grown into a diverse, national network of over 60,000 mental healthcare providers across all 50 states who run their practice on our software and have served over 1 million patients.
    • Build Agentic Security Tooling: Move beyond rules-based automation to agentic workflows that address potential code problems at scale across our rapidly growing codebase.
  • Senior Software Engineer (Trust Foundations) · no longer posted
    • Building for trust is non‑negotiable in our mission of making mental healthcare more accessible and affordable across the US: patients share sensitive information, payers demand demonstrably strong controls, and providers depend on reliable, secure infrastructure.
    • Champion operational excellence - Instrument services, tune alerting, own on‑call runbooks, and drive post‑incident hardening.

Reporting read before this brief was written

The pieces closest to the situation in this brief.

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.

Other live briefs connected to this one, and what connects them.

The same setting, from another role

Each is set around Headway’s Headway for Providers, written for a different role. They’re separate briefs, not the same scenario.

Other problems with a similar purpose

In each of these, as in this one, the aim is to use evidence to make delivery leaner and more efficient without treating reliability as something to trade away.