Custom AI workflows, internal tools, and MVPs that replace busywork with systems that run themselves, so they spend their time on the tasks that actually move your business forward.
Trusted by 20+ teams
A snapshot of projects across SaaS, finance, ops, and creator-tech - each tied to a measurable outcome.
CaseVoice-cloning API integration
CaseAI risk screening for new accounts
CaseInternal SDR copilot rollout
CaseFounder MVP sprint program
CaseResearch agent for grant ops
CaseCompliance review automation
CaseTrading dashboard rebuild
CaseWhatsApp commerce playbook
CaseVoice-cloning API integration
CaseAI risk screening for new accounts
CaseInternal SDR copilot rollout
CaseFounder MVP sprint program
CaseResearch agent for grant ops
CaseCompliance review automation
CaseTrading dashboard rebuild
CaseWhatsApp commerce playbook
CaseContract anomaly agent
CaseOnboarding tooling redesign
CaseInternal HR triage agent
CaseData ingestion copilot
CaseItinerary planning agent
CaseCustomer triage AI
CaseRFP autofill tool
CaseRecruiting ops co-pilot
CaseOn-chain compliance reporting
CaseLab research automation
CaseArchitecture compliance copilot
CaseLogistics anomaly detection
CasePatient intake automation
CaseContract anomaly agent
CaseOnboarding tooling redesign
CaseInternal HR triage agent
CaseData ingestion copilot
CaseItinerary planning agent
CaseCustomer triage AI
CaseRFP autofill tool
CaseRecruiting ops co-pilot
CaseOn-chain compliance reporting
CaseLab research automation
CaseArchitecture compliance copilot
CaseLogistics anomaly detection
CasePatient intake automation
Services
Hire the work, not the headcount
Autonomous agents that handle multi-step research, outreach, and ops end-to-end. The work that used to need a new hire gets done by software you own and control, scaling with your business instead of your team.
Stop bleeding hours on busywork
We map the bottlenecks in your operations and replace them with workflows that run themselves. The hours your team used to spend on manual work go straight into the work that drives revenue.
Off-the-shelf doesn't fit your stack
Dashboards, AI-powered admin panels, and internal apps built around how your team actually works. The work that's currently scattered across spreadsheets, Slack, and five SaaS tabs lives in one clean system, and your team makes faster decisions with better data.
From idea to working product
We take you from concept to a functional MVP in weeks. You get something real you can put in front of internal users, clients, or paying customers, so feedback and revenue start coming in while the idea is still hot.
Build process
Most agencies hand you a slide deck and disappear for six months. We work in the open, with you in the loop every week.
We sit with your team, audit your stack and ops, and surface the bottlenecks. You leave with a list of opportunities ranked by impact - not buzz.
Discovery turns into a build plan: timelines, costs, owners, and outcomes. The highest-leverage projects ship first - never the shiniest.
Tight iterations, you in the loop. Every piece goes to work the moment it's ready - no six-month black-box delivery.
We watch real usage, fix what underperforms, and roll out what works across teams. Leverage compounds quarter over quarter.
Recent work
We built a system that reads loan documents as they arrive, pulls out the important details, handles routine email back and forth, and gets each file ready without a person doing it by hand. Then we added borrower-finding tools and a simple pre-call brief for every salesperson.
We set up inbox handling that reads incoming email, sorts it, drafts routine replies, and surfaces only what the team needs to review. Then we added helpers that watch construction job sites, pull together the jobs worth bidding on, and prepare bids before they slip.
We built one system that follows what is trending in his field and writes posts in his voice, and another that finds the exact kind of person he wants as a client, reaches out, and opens friendly conversations for him to take over.
We build systems that read incoming decks and diligence documents, summarize what matters, and flag the deals worth a closer look. The same setup can surface new opportunities automatically and give partners a clean briefing before every meeting.
Four founders, no middle layer. The person you talk to is the person doing the work.
Noah Epstein
Noah turns messy processes into clean automated systems. He finds what's slowing teams down and builds the workflow to fix it.
Co-Founder, Process & Automation
Vagif Aliyev
Full-stack builder with an eye for craft. Vagif architects the tools and interfaces that make complex AI feel effortless.
Co-Founder, Engineering
Geo Youakim
Geo runs the front door of every engagement. He scopes the work and keeps each project built around outcomes that move the business.
Sales & Partnerships
Jacob Kouyoumjian
Jacob shapes how Meridyn shows up in the world, including the positioning, content, and channels that put our work in front of the teams it's built for.
Marketing & Growth
Frequently asked questions
Yes. We work with everyone from hair salons to private equity firms. The mechanics of finding inefficiency, automating it, and scaling what works are the same regardless of industry.
A senior AI engineer takes months to hire and locks in a permanent headcount cost. We're two founders who scope, build, and ship the project, with no open-ended salary attached.
Most engagements ship a working v1 in four to six weeks. We work in tight iterations, so there's real progress every week of the build.
We tell you. Discovery exists specifically to find where AI fits and where it doesn't. If the right answer is a workflow change without AI, we'll say so, even if it loses us the project.
Weekly iterations mean we catch problems early, before months of work go in the wrong direction. If we miss the outcome we agreed on, we fix it at our cost.
Data security is in the heart of how we work. Your data stays in your systems. When we use external AI APIs, we use enterprise endpoints that don't train on your data, and you control the access and credentials throughout.
The AI model is one swappable component inside a larger system. When a better model comes out, we swap it in and your system gets sharper. The workflows, integrations, and business logic stay stable underneath.
Fully. The code, the IP, and any models we train belong to you. We don't reuse client work elsewhere, and the contract makes ownership explicit before the project starts.
This isn't for teams chasing a generic chatbot, a gimmick to demo, or validation for a strategy they've already chosen. We work best with operators who have a real problem and a team ready to use what we ship.
Tell us what you're working on. We'll come back with where AI moves the needle, and what it takes to ship it.