Case Study
How a nurse-founder built Maternal Intelligence on Specode without an engineering team
Imani Bradford, LPN, nurse manager, and maternal health policy advocate, used her clinical expertise to build Maternal Intelligence on Specode. Two months later, she had a working platform, partnerships in formation, and a pre-seed raise underway, with no engineering team or developer budget.
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Client
Maternal Intelligence
Industry
Maternal health · Clinical monitoring · Health equity
Built by
Nurse-founder · No engineering team
Built on
Specode
The Challenge
A clinical gap she knew how to close
Maternal care is fragmented across providers and systems. Vitals, labs, and symptoms rarely connect, so warning signs can be detected late or missed entirely.
Bradford saw the gap firsthand as a nurse and knew what patients needed. What she lacked was an accessible way to build it: no engineering team, developer budget, or software background.
“
She had the clinical judgment. Specode gave her a way to turn that expertise into software.
So she built it herself.
How she built it
She made the clinical calls. Specode handled the engineering.
Imani described the workflows and clinical logic in plain language. Specode translated those conversations into the platform.
The starting point
A prototype, rebuilt for real
She rebuilt an earlier prototype with real patient accounts and persistent data.
Clinical ownership
Her expertise, her decisions
She defined the clinical and advocacy logic. Specode built the software.
The build partner
Specode handled the engineering
Specode chose the stack and fixed integration issues. Imani made the clinical calls.
The result
A product she owns
The result is a founder-owned platform she can extend through the same conversational process.
HIPAA-ready starter
Authentication came prewired to Convex, Specode's HIPAA-compliant backend, live from week one.
UI components on the shelf
Prebuilt interface components let the team assemble screens fast and restyle them as feedback came in.
Custom AI audit engine
Hathr.ai on Claude catches upcoding, unbundling, duplicates, and math errors, with a confidence score on every flag.
Multi-page document processing
Real bills arrive as photos, PDFs, and scans. AWS Textract merges them into one readable document.
Ready-to-send dispute letters
The app drafts a letter citing the right codes and regulations, ready to sign and send.
One codebase, 3 platforms
Next.js and Capacitor ship one product to web, iOS, and Android, with Stripe and RevenueCat for payments.
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How she built it
One connected platform for maternal health
Maternal Intelligence spans pregnancy and postpartum care, bringing screening, monitoring, risk insights, care coordination, and patient-owned records into one experience.
Warning Signs Analyzer
Checks symptoms and guides patients to wait, call, or seek care.
Validated mood screening
Uses the same perinatal mood and anxiety instruments clinics rely on.
Continuous vitals tracking
Tracks blood pressure, weight, heart rate, and temperature over time.
Clinical biomarker monitoring
Compares lab trends with evidence-based reference ranges to surface perinatal risk.
Real-time risk stratification
Recalculates risk with each reading and presents a plain-language status.
Personalized wellness plans
Turns clinical data into clear, actionable guidance.
Maternal Health Passport
Creates a portable record with risk flags for continuity across providers.
Care Navigator and provider portal
Connects provider discovery and referrals with a shared patient panel.
Built HIPAA-compliant from the start
Patient accounts and persistent data are built around compliance from the start.
HIPAA-ready starter
Authentication came prewired to Convex, Specode's HIPAA-compliant backend, live from week one.
UI components on the shelf
Prebuilt interface components let the team assemble screens fast and restyle them as feedback came in.
Custom AI audit engine
Hathr.ai on Claude catches upcoding, unbundling, duplicates, and math errors, with a confidence score on every flag.
Multi-page document processing
Real bills arrive as photos, PDFs, and scans. AWS Textract merges them into one readable document.
Ready-to-send dispute letters
The app drafts a letter citing the right codes and regulations, ready to sign and send.
One codebase, 3 platforms
Next.js and Capacitor ship one product to web, iOS, and Android, with Stripe and RevenueCat for payments.
The Results
A working platform with early institutional momentum
Two months after the rebuild began, Maternal Intelligence was already gaining institutional traction.
0
Engineers hired
One nurse-founder, no developers
~2months
Rebuild to a full platform
Built part-time, iterating with Specode
12+
Clinical modules built
Screening, monitoring, records, care, provider portal
Secured access to pharmacy networks and statewide referral infrastructure.
Earned a stakeholder seat with the Pennsylvania House Black Maternal Health Caucus.
Positioned for health system and payer partnerships, with an active pre-seed raise underway.
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In their words
What the founder is saying
“
Building on Specode allowed me to turn my clinical expertise and personal experience into a compliant platform from day one. That credibility opened doors and secured partnerships faster than I ever expected.
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