Work
Products we have shipped
Three products across medical education, hospitality operations, and operational finance. Two operators. One platform.
ShippedMedical education
Clintuition
AI clinical simulation for medical education
A cloud-based platform that lets medical learners practice clinical decision-making with AI patient simulations. Learners run their first AI patient encounter in minutes — no credit card required — and educators manage cohorts, assignments, and institutional licensing from a single back office.
What we built
- - Real-time, streaming AI patient encounters that adapt to learner questions
- - Rubric-aligned automated scoring across history, exam, and reasoning
- - Cohort management with assignment distribution and performance tracking
- - LMS integration (Canvas, Moodle, LTI) with single sign-on
- - Freemium onboarding plus institutional licensing tiers
Stack
- Next.js
- Real-time streaming
- LTI/SSO
- AI patient simulation
In pilotRestaurants & hospitality
WayTally
Cash management and payroll for multi-location businesses
A cash management and payroll platform purpose-built for multi-location businesses. WayTally replaces spreadsheets, paper logs, and manual reconciliation with a single system that tracks every dollar from the point-of-sale drawer through physical bag custody, back-office verification, tip attribution, and payroll calculation.
What we built
- - End-to-end cash visibility: drawer, bag custody, back-office verification
- - Automated reconciliation with real-time variance surfacing
- - Tip attribution and payroll calculation
- - Direct integrations with Square, QuickBooks Online, and workforce scheduling
- - Accurate journal entries posted back to accounting
Stack
- Next.js
- Postgres
- Square API
- QuickBooks Online API
In useOperational finance
Artificers ROI Tasking
Operational ROI portfolio platform
A managed portfolio for operational improvements with measurable return. Executives and managers identify, quantify, plan, and track operational improvements with trustworthy economics and a full audit trail — not a generic ticketing system.
What we built
- - Organization-scoped multi-tenant SaaS with role-based access
- - Effective-dated task versioning with lifecycle audit
- - Projection engines (S-curve adoption and linear scenario)
- - Dashboard KPIs: breakeven, leverage multiple, peak cashflow, operational maturity
- - Excel import with preview and commit workflow
Stack
- Next.js
- Express
- Prisma
- Postgres
- Better Auth
- Zod
- Accessibility target
- WCAG 2.2 AA
- Security posture
- OWASP-aligned
- Architecture discipline
- SOLID
- Verification model
- Evidence-based
Want your business to be next?
We are always ready to be the first case study of the next industry. If this is your operation, talk to us.