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Case studies

Systems we have shipped.

Grouped by what they are. Each one covers the problem, how it works, the stack behind it, and what changed after it went live.

Live Platforms

Products we build and run in production with real, paying users. Tap a card to open the case study.

PromptheusGrammarly, but for prompts.A prompt optimization and management platform for individuals, teams, and organizations. A live SaaS with paying users, positioned as a prompt operating system rather than just an editor.
Atlas14 days of engineering. 10 minutes with Atlas.An AI agent creation platform that removes the engineering bottleneck in building agents. Create voice agents, chatbots, and call-analyst agents through three methods: Chat, Form, and Spec Upload. Built and submitted for the Agent Championship, Feb 2026.
BloomA private everything-app for two: cycle tracking, shared memories, an AI companion, and a couple-only social feed, all in one installable PWA.A private couples app built for one dynamic: a girl and her partner. A Progressive Web App on Next.js and Supabase with two distinct sides (her main app and his partner panel). She controls what he can see, and everything is private by default.
Sippin RewardsA fully automated, gamified rebate and loyalty platform where users upload receipts to earn points and unlock instant cash rewards.A fully automated, gamified rebate and loyalty ecosystem where users upload receipts to earn points and unlock instant cash rewards. Powered by advanced OCR, a robust rule engine, and a proprietary digital wallet, the platform delivers zero-touch, automated Stripe payouts for standard claims.
Pendulum ClubAn exclusive, highly controlled event management application for private and premium experiences, with secure guest vetting, live RSVP tracking, and event performance analytics.An exclusive, highly controlled event management application designed for private and premium experiences. Built for organizers who require secure guest vetting, live RSVP tracking, and actionable event performance analytics.

AI Agents & Workflows

Voice agents, chatbots, and automations we ship to run business processes end to end.

AriaAutonomous hiring agent that runs the whole recruitment loop.An AI-powered hiring workflow that automates recruitment end to end. Aria handles resume screening, conducts voice interviews, and manages candidate communications, so hiring teams focus on securing talent instead of admin.~15 hrs/wkRecruiter time saved
WhatsApp Support BotA 24/7 support bot that never sleeps and never makes mistakes.A WhatsApp bot for a cleaning company that handles customer service, complaints, and general inquiries around the clock, logging everything for the team.24/7Coverage without extra staff
Kitchen Makeovers Voice AgentVoice agent that prequalifies leads and books home visits.A voice agent for a kitchen makeovers company that prequalifies leads for home visits, books slots directly into the client CRM, and runs a 42-day follow-up sequence for missed calls.~20 hrs/wkCalling time saved
Housing Society Support LineVoice complaint line that troubleshoots and escalates.A support agent that acts as a complaint line for a housing society. Residents call to report issues, the agent troubleshoots from a knowledge base, and it escalates cleanly when needed.~70%Issues resolved first call
Hospital Attendance Monitor24/7 browser-use agent watching a care-visit dashboard.A browser-use agent that monitors the attendance dashboard of a hospital that sends carers to clients' homes, flagging late, missed, and late-checkout visits and alerting the right people immediately.~10 hrs/wkSupervisor time saved
Sales Agent for Webinar HostWebinar lead outreach voice agent (Amelia).A voice AI agent for a business coaching company that runs webinars. It follows up on registrations within the critical 72-hour window, confirming access, handling objections, and routing high-intent callers to a Growth Consult.~25 hrs/wkManual calling removed
Multi-Location Salon ChainWhatsApp support agent across a multi-location salon chain.A WhatsApp AI agent that handles inbound messages 24/7 for a 30-plus-location salon chain, answering from a location-specific knowledge base and escalating cleanly when needed.30+Locations covered by one agent
Digital Marketing AgencyMulti-agent CRM intelligence suite on HubSpot.A multi-agent system that cleans, enriches, classifies, and updates HubSpot data so the sales team spends time selling instead of on admin.~30 hrs/wkAdmin time saved
Property Investment FirmMSOPI lead re-engagement across aged and live pools.An n8n automation that re-engages aged property-investment leads and monitors live leads in real time, with a sales agent being added for outbound qualification.~20 hrs/wkManual follow-up removed
Insurance & Claims CompanyEmail analyst agent for insurance claims triage.An AI Email Analyst Agent that reads inbound claims emails and populates a structured Airtable schema of 50-plus fields, feeding a unified claim processing pipeline.~35 hrs/wkManual data entry cut
Facilities Management CompanyHelpdesk email analyst on a 48-column schema.An AI Email Analyst Agent that processes every inbound and outbound helpdesk email against a 48-column schema, flagging SLA risk, churn risk, complaint severity, and FAQ candidates, with a call analyst running in parallel.~40 hrs/wkReading and tagging saved
Events & Conference CompanyOutreach and recommendation agents.Two agents built for an events and conference company: an Outreach Agent for personalized outreach at scale and a Recommendation Agent that surfaces relevant suggestions from profile data.~15 hrs/wkManual research saved

Websites

Client marketing sites we build to load fast, convert, and rank.

Freedom HVACMarketing site for a licensed HVAC and appliance repair company.A multi-page static marketing website for Freedom HVAC Services, a family-owned HVAC and appliance repair company serving Maryland, Virginia, and the DC metro area since 2009. Plain HTML, CSS, and JS with a single serverless API route for customer reviews, deployed on Vercel.

Labs

Products and experiments we build outside of client engagements.

LinkedGen AIThe world keeps shipping AI news. You ship the post.A production-grade SaaS that generates professional LinkedIn posts from trending AI and tech news. Aggregates 8 sources, streams generation with DeepSeek V3, and wraps it in full user management, admin controls, LinkedIn OAuth publishing, and an automated scheduler.
PSX AdvisorSelf-improving AI trading signals for the Pakistan Stock Exchange.AI-powered BUY / SELL / HOLD signals for the Pakistan Stock Exchange. The differentiator is a self-improving AI that tracks its own accuracy over 5, 10, and 20-day windows and rewrites its own prompt when accuracy drops below a 90% target. A paper-trading sandbox and historical backtester let it learn safely before real capital is trusted. Not financial advice.