Product Engineering

Bringing bold healthcare innovations from concept to reality. We specialize in regulated device development, HIPAA-compliant applications, and SaMD solutions—backed by rigorous feasibility testing and technical validation to ensure every idea is built to succeed.

Where We Excel

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Selecting high-impact, differentiable model applications

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Aligning AI feasibility with available datasets

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Designing for measurable lift in engagement or efficiency

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Identifying when not to use AI (and saving cycles)

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Testing technical viability with small, meaningful experiments

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Scoping MVPs to prove value, not just functionality

Scoping MVPs to prove value, not just functionality

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Targeted research with end-users and buyers to de-risk before build

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Engineering for real-world usage under real constraints

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Aligning delivery milestones with business needs

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Embedding analytics and measurement into the product from the start

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Minimizing risk by building only what will drive adoption or revenue

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Assessing build, partner, or license trade-offs

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Designing HIPAA-compliant architectures that scale

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Aligning technical decisions with strategic rollout plans

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Clarifying system dependencies and long-term maintenance costs

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Structuring infrastructure to support downstream analytics or AI

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Evaluating platforms such as Snowflake, Databricks, Microsoft Fabric, and Amazon Redshift to determine the right fit

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Scoping feature sets to minimize workflow friction

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Designing for EHR integration and interoperability from day one

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Prioritizing builds that improve provider and payer workflows and reduce administrative burden

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Aligning product goals with business metrics like adoption, retention, and churn

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Pressure-testing integrations and workflows before scaling

Case Studies

Can order processing be accelerated without sacrificing reliability or scalability?

Invene built an automated order processing system, which deployed at thousands of facilities, ensuring all incoming orders were processed in under 60 seconds, regardless of volume.

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HealthTech
Critical Access Platforms
Cost Optimization

How to communicate the contents of a vial in its constituent parts?

Invene built a tool that analyzed the contents of a tincture and displayed a chromatogram of the fluid's properties.

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Life Sciences
Technical Feasibility & Proof of Concept
Machine Learning & Predictive Analytics

Can readmission rates for pediatric patients be improved?

Invene built a cross-platform mobile application, on iOS and Android, to help children manage their chronic asthma condition along with web-based provider tools.

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Providers
PHI Compliant Systems
Patient Portals & Accessibility Revamp

A 3D printed component that turns a scuba mask into a reusable N95.

Invene distributed over 300 of these adaptors to local doctors in the North Texas area.

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Medical Devices
Technical Feasibility & Proof of Concept

Can security issues be resolved on a system processing millions of claims a day?

Invene designed a whole new architecture and deployment process for a critical system with millions of claims transactions a day.

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Payers
Critical Access Platforms
On-prem to Cloud Migration

Can an AWS backend be upgraded to meet Federal and State Medicaid requirements for security?

Invene updated Midato’s AWS cloud infrastructure and IaC for the client's application to be SOC II compliant and adhere to Washington State regulations for their roll-out.

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HealthTech
PHI Compliant Applications

Can you reduce clinician burnout and increase throughput?

Invene built a cross-platform AI clinical assistant to automate workflows in both inpatient and outpatient settings.

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HealthTech
PHI Compliant Applications
EMR Integration

Can commodity hardware be utilized to determine eyeglass prescriptions?

Invene created technology to determine eyeglass prescriptions by applying spectroscopy knowledge to perform waveform analysis using commodity hardware.

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Medical Devices
SaMD Product Development
Computer Vision & Medical Imaging

Can a physical device be updated without ethernet or WiFi?

Invene built a whole new version of Vigilant’s product, utilizing 1) local Bluetooth on a customized mobile app, 2) new firmware, and 3) a web-based application to allow updating without using ethernet or WiFi.

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HealthTech
Connected & Regulated Devices
Clinical Workflow Optimization