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A Healthcare Startup CTO’s First 90 Days: From Technical Assessment to Business Impact

Core objective

From my experience building healthcare technology, I learned that a new CTO’s first 90 days should focus on much more than reviewing the codebase or writing code. The key goal is to identify what is limiting growth, reliability, compliance, cash flow, and product delivery, and build an execution plan that drives business outcomes. 

The CTO should be a force multiplier that builds leverage through team and technology. Here I outline a few targets to aim for during the first three months.

Days 1-30: Understand the Business and Technical Reality

1. Align technology with the business

This is an important first step. Building technology without tying it to the current realities or constraints of the business is a recipe for failure. Consider:

  • What are the company’s goals: revenue growth, profitability, fundraising, cash-flow stability, expansion, or a future acquisition?
  • What are the largest constraints on growth?
    • Top-of-funnel demand
    • Sales conversion
    • Customer onboarding
    • Retention
    • Expansion within existing accounts
  • Which technology, operational, or regulatory weaknesses are preventing the company from reaching those goals?

2. Review the product and customer value proposition

This helps us understand the true nature of the business, future trajectory, and fundamental offering to ensure we deliver value that is in line with the trajectory of the business, rather than bolting on incremental features that don’t provide enough value. I suggest investigating:

  • What problem does the product solve better than competitors?
  • Review competing products, customer feedback, and lost-deal reasons.
  • Identify recurring customer requests, friction points, and unmet needs.
  • Determine which improvements belong in the roadmap versus low-value custom work.
  • What do buyers care about most, and how can better technology address those pain points?

3. Assess product and platform maturity

It’s important to consider where the product lifecycle of the core product is. It is easy to overengineer a system for customers that may never materialize and also vibecode a bunch of slop that would never pass a security audit. You need to ensure that you stay away from both extremes. It is valuable to investigate:

  • Is the platform appropriately mature for the company’s current stage?
  • Is the architecture overbuilt for current needs, or insufficiently reliable, secure, or scalable?
  • Review:
    • Reliability and uptime expectations
    • Performance and cost
    • Scalability
    • Technical debt
    • Data quality
    • Operational support burden
  • Prioritize technical debt based on business impact, not engineering preference

4. Review engineering execution

Now that the foundation of the company is understood, a technical leader should consider how the organization technical execution is performing well and where it isn’t:

  • Review the product backlog and reprioritize it using a clear business case:
    • Revenue impact
    • Customer retention
    • Risk reduction
    • Regulatory need
    • Cost savings
    • Strategic differentiation
  • Assess the engineering team:
    • Individual strengths, gaps, ownership, and leadership capability
    • Where AI-assisted development is improving speed or quality
    • Where process, staffing, or technical expertise is missing
  • Review task management, documentation, and decision-making:
    • Jira, Linear, or another system
    • How work is assigned and tracked
    • How product requirements become engineering work
    • Whether documentation is current and usable

Days 31-60: Reduce Delivery, Security, and Compliance Risk

5. Evaluate the release and quality process

After clarifying the company’s goals, the technical organization’s role, and individual ownership, we should evaluate whether the release process is appropriate for the business. Release and quality practices are often either underdeveloped or unnecessarily complex. The right level of process depends on the company’s maturity, product risk, regulatory obligations, and organizational size. Note that this will change during the evolution of the company.

  • Review the full delivery lifecycle:
    • Specification
    • Planning
    • Development
    • Automated unit and integration testing
    • End-to-end automated testing
    • Human end-to-end testing
    • Final QA and release approval
    • Post-release monitoring and feedback loops
  • Assess CI/CD maturity, GitHub practices, automation, environments, release tooling, and rollback capability.
  • Match process rigor to product maturity and risk level.

6. Audit security, privacy, and healthcare compliance

Clearly, compliance and regulatory considerations are central to developing and commercializing a healthcare product. A new CTO should:

  • Review software security, infrastructure security, access controls, incident response, and employee security training. 
  • Assess HIPAA readiness and Business Associate Agreement requirements.
    • Note that some cloud services may not be HIPAA compliant so this requires some deep investigation and depends on the architecture review discussed above.
  • Determine whether SOC 2 is needed for health-system customers or enterprise sales.
  • Review regulatory responsibility:
    • FDA strategy and approvals, where applicable
    • 510(k) requirements
    • Medical-device documentation and change control
    • Supplier and supply-chain controls
    • Renewal and audit processes
  • Clarify whether regulatory ownership sits with technology, quality, operations, or a dedicated regulatory function.

7. Review vendors, suppliers, and business-continuity risks

A company’s operational and technical risk extends beyond its own walls. Vendor and supplier relationships can be critical to the business’s ability to deliver, scale, remain compliant, and support customers, yet they are often overlooked until it’s too late. A new CTO should:

  • Conduct supplier and vendor audits for critical hardware, software, cloud, and data dependencies.
  • Review:
    • Documentation and release controls
    • Performance and cost
    • Security and compliance posture
    • Tariff and supply-chain exposure
    • Export-control risk
    • Contractual and business-continuity risk
    • Acquisition, shutdown, or termination risk of critical vendors
    • Supply chain diversification

Days 61-90: Build the Operating Plan and Roadmap

8. Connect technology to revenue and cash flow

Delivering on customer commitments is essential, but realizing revenue promptly is equally important to running a healthy business. This is because accurate, timely operational and financial data also affects cash flow, forecasting, and ultimately company valuation and destiny.

Once the core product platform is stable, a CTO should look for opportunities to improve billing, collections, reporting, and operational processes through technology during the third month. Key areas to assess include:

  • Review billing, collections, auditability, and revenue-recognition processes.
  • Determine how much billing and collections work is automated versus manual.
  • Measure the impact of billing delays, failed collections, and operational friction on cash flow.
  • Evaluate commercial tradeoffs:
    • High-ticket, lower-volume customers
    • Lower-ticket, higher-volume customers
  • Ensure the technology roadmap supports the company’s intended business model and required billing infrastructure.

9. Establish metrics and operating cadence

Real-time visibility into core business and operational metrics is essential to running a growing healthcare company. Reviewing performance once per quarter before a board meeting may be sufficient at the earliest stage, but as the business matures, leadership needs more timely access to the information required to identify problems and make decisions.

A CTO should help establish clear metrics, reliable reporting, and an operating cadence that gives leadership an accurate view of platform performance, product adoption, customer health, and business operations.

I suggest tracking a small, visible set of metrics across engineering and business performance, such as:

  • Platform uptime, SLA performance, and defect rate
  • Release frequency and lead time
  • Security and compliance findings
  • Product usage and feature adoption
  • Customer retention, cohort retention, and expansion
  • Customer-support trends
  • Sales funnel and conversion metrics
  • Cash collection and billing performance

Ideally, leadership should be able to access these metrics in near real time.

10. Set team goals and accountability

It’s important to note that a CTO’s value is not measured solely by how much code they write. Their primary role is to create leverage and be a force multiplier: setting direction, building capable teams, removing obstacles, and helping people deliver meaningful outcomes.

That means establishing clear goals, assigning the right ownership, setting realistic timeframes, and giving team members the authority and support to execute. Accountability should be clear without becoming micromanagement. A CTO should:

  • Define quarterly goals for engineering leaders and individual engineers.
  • Use clear metrics and targets rather than vague performance reviews.
  • Tie engineering objectives to company outcomes:
    • Increase revenue
    • Improve retention
    • Reduce operating cost
    • Improve gross margin
    • Reduce risk
    • Improve cash flow
    • Deliver a strategic product capability

11. Produce a 12-24 month technology roadmap

Clearly, a CTO should develop and maintain a clear 12–24 month technology roadmap that translates company strategy into prioritized technical work. It should be ambitious enough to support the next stage of growth, while remaining flexible enough to adapt as customer needs, regulatory requirements, funding, and market conditions change.

The roadmap should include:

  • Product and customer-facing capabilities
  • Reliability, scalability, and security improvements
  • Compliance and regulatory milestones
  • Technical-debt priorities
  • Team and hiring needs
  • Supplier or vendor changes
  • Major platform investments
  • Costs, dependencies, risks, and expected business value

As customer needs, revenue, funding, and competitive conditions change, reassess the roadmap, perhaps on a quarterly basis.

Ultimately, a successful first 90 days gives the healthcare startup CTO a clear understanding of the business, its technical and operational risks, and a practical roadmap for using technology to drive growth, reliability, compliance, and long-term value.

12. What a CEO Should Have by Day 90

By the end of the first 90 days, the CEO and leadership team should have:

  • A prioritized assessment of technical, operational, security, and compliance risks
  • Clear ownership, goals, and an operating cadence for the engineering organization
  • A practical plan to improve product delivery, quality, and release confidence
  • A 12-24 month technology roadmap tied to growth, customer needs, and business priorities
  • Clear recommendations on hiring, outside expertise, and major technology investments

Simplonics helps healthcare companies strengthen product delivery, reliability, cloud infrastructure, connected devices, and technical operations. If these challenges are relevant to your organization, feel free to get in touch.