0 → 1 Delivery Stories

    Products we built.
    Traction they earned.

    Every project started with an idea in a doc. No fluff — we scoped it, built it, and shipped it. Ten of them are written up below; most client work stays under NDA.

    0+
    Products shipped
    0 wks
    Avg. delivery
    $0M+
    Raised by founders
    0%
    Code ownership
    HealthTechMVP Development4 weeks
    HS

    HealthSync AI

    Remote patient monitoring, 0 to live — before the seed pitch

    $500K
    Seed raised
    12
    Clinics in Q1
    2,400
    Active patients
    app.yourproduct.ioDashboardJanuary 2025 · All productsMRR$12.4KUSERS1,247RETENTION94.1%Revenue — 12 months$12,400

    The Problem

    Two physician founders had 6 weeks before their seed pitch — no engineers, no product. They needed a working demo with real clinical data before investors would write a check.

    What We Built

    We built a real-time vitals dashboard for care coordinators, an AI anomaly detection layer using OpenAI, SMS alerts via Twilio, and a patient companion interface. Shipped to 3 pilot clinics in week 4.

    Delivery Timeline

    1
    Week 1Architecture & data model
    2
    Week 2Vitals dashboard + alerts
    3
    Week 3AI anomaly detection
    4
    Week 43 clinics live

    Built With

    ReactNode.jsOpenAISupabaseTwilio

    The pitch deck became secondary once investors saw a live demo.

    DM
    Dr. Priya Mehta
    Co-founder, HealthSync AI

    Have a similar project in mind?

    Build something like this

    Published case studies

    Ten builds we're able to talk about publicly — the problem, what we shipped, and what happened next. Most of our work is covered by NDA and isn't listed here.

    HS

    HealthSync AI

    HealthTech · MVP Development
    $500K
    Seed raised

    Remote patient monitoring, 0 to live — before the seed pitch

    The problem

    Two physician founders had 6 weeks before their seed pitch — no engineers, no product. They needed a working demo with real clinical data before investors would write a check.

    What we built

    We built a real-time vitals dashboard for care coordinators, an AI anomaly detection layer using OpenAI, SMS alerts via Twilio, and a patient companion interface. Shipped to 3 pilot clinics in week 4.

    $500K
    Seed raised
    12
    Clinics in Q1
    2,400
    Active patients
    ReactNode.jsOpenAISupabaseTwilio
    "The pitch deck became secondary once investors saw a live demo."
    Dr. Priya Mehta, Co-founder, HealthSync AI
    AF

    AutoFlow

    InsurTech · AI-Powered App
    $120K
    ARR at 6 months

    Insurance quoting time cut from 40 minutes to 4

    The problem

    Insurance brokers were spending 40+ minutes per quote manually extracting data from PDFs and carrier portals. A $50K/yr enterprise tool existed — too expensive for the SMB market the founder wanted to serve.

    What we built

    LangChain-powered document ingestion pipeline, a comparison engine normalising 8 carrier formats, and a clean broker dashboard. Stripe handled tiered subscription billing. A feedback loop let the model improve with each correction.

    $120K
    ARR
    85
    Enterprise clients
    90%
    Faster per quote
    Next.jsPythonLangChainPostgreSQLStripe
    "The LangChain pipeline handles edge cases we never anticipated. That's the difference between contractors who follow a spec and builders who actually think."
    Rohan Bhatia, Founder, AutoFlow
    SL

    ShipFast Logistics

    LogTech · Mobile App
    $2.1M
    Acquired at

    Last-mile tracking app — acquired for $2.1M

    The problem

    80+ delivery drivers, zero real-time tracking, customers calling dispatch all day. Enterprise software quoted $50K/year — way out of reach. They needed a custom-branded solution fast.

    What we built

    React Native driver app with real-time GPS tracking and delivery proof (photo + e-signature), a dispatcher web dashboard, customer-facing tracking links, and automated SMS updates via Firebase.

    $2.1M
    Acquisition
    68%
    Support calls down
    5
    Operators onboarded
    React NativeNode.jsFirebaseGoogle MapsExpo
    "We went from spreadsheets and phone calls to a platform that runs itself. The ROI was obvious within the first week."
    James Okonkwo, CEO, ShipFast Logistics
    TM

    TalentMatch AI

    HRTech · AI-Powered App
    $1.5M
    Series A

    Semantic resume screening — raised $1.5M Series A

    The problem

    Recruiters drowning in 500+ applicants per role, strong candidates slipping through keyword filters. An ex-Amazon recruiter wanted semantic matching — AI that understood context, not just strings.

    What we built

    Resume + job-post ingestion pipeline, an OpenAI embedding similarity engine, a bias-reduction scoring layer, and a recruiter dashboard with explainable AI reasoning per candidate.

    $1.5M
    Series A raised
    40
    Enterprise clients
    62%
    Faster to interview
    Next.jsPythonFastAPIOpenAIPostgreSQL
    "The bias-reduction scoring alone got us into 3 enterprise deals that would have taken a year otherwise."
    Neha Sriram, Founder, TalentMatch AI
    RE

    RentEase

    PropTech · SaaS
    $1.2M
    Seed raised

    Property management SaaS — $1.2M seed, 800+ units

    The problem

    A landlord managing 150 units on spreadsheets and WhatsApp. Rent collected manually, leases forgotten, maintenance requests lost in threads. He wanted to build the product he wished existed.

    What we built

    Full property management platform with Stripe-powered rent collection, DocuSign lease signing, a maintenance tracker with photo uploads, automated payment reminders, and an owner reporting dashboard.

    $1.2M
    Seed raised
    800+
    Units on platform
    $400K
    Monthly volume
    ReactNode.jsPostgreSQLStripeDocuSign API
    ""
    ,
    FC

    FitCoach Pro

    HealthTech · Mobile App
    50K
    Downloads in 30 days

    AI trainer app — 50K downloads in 30 days

    The problem

    A fitness influencer with 400K followers wanted to scale their coaching model — but 1-on-1 coaching at $200/mo doesn't scale. The idea: an app that generates adaptive plans and counts reps via camera.

    What we built

    Flutter app with ML-powered pose detection, OpenAI-generated workout plans personalised per goal and history, Apple Health + Google Fit sync, in-app subscription tiers, and a community feed.

    50K
    Downloads in 30 days
    8K
    Premium subscribers
    $120K
    Monthly revenue
    FlutterPythonFastAPIOpenAIFirebase
    ""
    ,
    LD

    LegalDoc AI

    LegalTech · AI-Powered App
    $80K
    ARR in 3 months

    $80K ARR in 3 months — AI contract generation for SMBs

    The problem

    A startup attorney was billing $400+ for standard NDAs and freelance contracts. Her thesis: 90% of SMB legal docs are templated — AI could handle the first 80% and flag the rest for review.

    What we built

    30+ template document wizard, an OpenAI-powered clause customiser, DocuSign e-signature integration, an attorney review queue, and Stripe subscription billing with per-document tier.

    $80K
    ARR in 3 months
    400
    SMB clients
    12K
    Docs generated
    Next.jsOpenAISupabaseDocuSign APIStripe
    ""
    ,
    MM

    MindMap AI

    ProductivityTech · AI-Powered App
    25K
    Users in 90 days

    Knowledge graph note-taking — 25K users, #2 Product Hunt

    The problem

    A YC founder had a thesis: note-taking tools are too linear. Ideas connect — your notes should too. She needed an MVP that auto-linked concepts across notebooks using embeddings.

    What we built

    Rich-text editor with slash commands, a Pinecone embedding pipeline storing every note, a semantic search bar, a D3.js visual knowledge graph, and OpenAI-generated connection suggestions.

    25K
    Users in 90 days
    3,400
    Paid conversions
    $4M
    Valuation target
    Next.jsOpenAIPineconeSupabaseD3.js
    ""
    ,
    GP

    GreenPath

    CleanTech · SaaS
    $2.5M
    Series A

    Corporate carbon tracking — $2.5M Series A

    The problem

    ESG reporting becoming mandatory for mid-market companies. Salesforce Sustainability Cloud costs $200K/year. A sustainability consultant wanted to build a 20% solution at 1% of the price.

    What we built

    Company-wide emissions data collection, automated GHG Protocol calculations (Scope 1, 2, 3), a peer benchmarking dashboard, board-ready reporting exports, and a carbon offset marketplace integration.

    $2.5M
    Series A
    120+
    Enterprise clients
    2.1M t
    Carbon tracked/yr
    ReactNode.jsPostgreSQLAWSD3.js
    "We had 3 weeks before our board required an ESG report. Frecher built the whole platform and got us audit-ready in time."
    Sarah Nakamura, COO, MidwestManufacturing Co.
    DB

    DevOps Buddy

    DevTech · AI-Powered App
    8K
    GitHub installs

    AI GitHub code reviewer — 8K installs, $18K MRR

    The problem

    PRs rushed, bugs shipped, reviewer fatigue real. A senior engineer wanted an AI that catches 60% of review comments before a human reads a line — never tired, always consistent.

    What we built

    GitHub App that triggers on every PR — diffs sent to OpenAI for inline review comments, PR summary generation, vulnerability pattern detection, and a complexity score. Redis for rate limits. Stripe for team billing.

    8K
    GitHub installs
    $18K
    MRR
    420K
    PRs reviewed
    Node.jsOpenAIGitHub APIRedisStripe
    ""
    ,