An AI implementation lab for founder-led teams.
We find bottlenecks, prototype the fix, and implement what works. No AI decks. No vague transformation talk.
Your team is bleeding time into the same workflows. Every day.
Decisions get made in meetings, documented in Slack threads, and pieced together through manual reports. By the time anything reaches a spreadsheet, the context is already stale. Founder-led teams don't have a headcount problem: they have a repetition and memory problem.
Manual Reporting
Hours every week spent pulling data from different sources into spreadsheets and decks. By hand. Every single time.
Scattered Knowledge
Decisions, context, and expertise disappear after every meeting and Slack thread. The same questions get asked again and again.
Slow Handoffs
Moving work between people and tools means dropped balls, delayed responses, and context lost at every step.
Disappearing Context
Meeting notes, email threads, and hallway conversations contain the decisions your team needs. But they are not searchable, so you rediscover the same answer every time.
One workflow, one bottleneck, one prototype.
We audit your workflow, prototype the fix, and implement what works. Free in cash, paid in commitment.
Audit Workflow
We map your team's manual workflow end-to-end, identify the bottleneck costing the most time, and document exactly what an AI fix would look like. No assumptions, just data.
Prototype Fix
We build a working prototype using sanitized or sample data. Free in cash, paid in commitment: you give a teardown call and process context. If the prototype meets agreed criteria, both sides discuss paid implementation.
Implement What Works
Once the prototype passes your validation, we implement it in your live environment with human-in-the-loop guardrails. Connected to the tools you already use.
A working system that solves one real bottleneck. Built for your team, not for a sales deck.
What we build.
Four areas where internal workflows lose the most time. These are also where AI delivers the fastest returns. We focus on operations your team already runs, redesigned to eliminate manual overhead.
AI Workflow Automation
Replace slow manual handoffs between tools and teams. Automate reporting, data entry, notifications, and approval routing with human-in-the-loop oversight.
Internal AI Assistants & Copilots
Give your team AI assistants trained on your processes, documentation, and data. They answer questions, draft responses, and summarize without leaving your existing tools.
Company Knowledge & Decision Memory
Capture decisions, context, and expertise that currently disappear after meetings. Build a knowledge graph your team can query with cited answers from your documents.
Data Extraction & Reporting
Extract structured data from unstructured sources (emails, PDFs, Slack threads, call transcripts) and feed it into your dashboards, CRM, or reporting tools.
CAPABILITY DEMO
Company Memory / Decision Graph
Everything your team knows should be searchable, citable, and connectable. Not scattered across Slack threads, meeting notes, and email attachments. We built a demo that turns internal documents into a queryable knowledge graph.
This is a capability demonstration, not a real client case. We use sample data to show how company memory can work. If this resonates with your team's pain, we will build a prototype using your sample or sanitized data during the Prototype Sprint.
Demos we can show you.
Until we build your first system together, here are teardowns of what we can build. Each one solves a real operational bottleneck.
Manual Reporting Automation
A demo that extracts data from emails and spreadsheets, reconciles them, and generates a daily report. No more copy-paste Fridays.
Internal Ops Copilot
A demo AI assistant that answers team questions about your processes, policies, and documentation from your team's knowledge base.
Knowledge Graph Starter
A demo that connects scattered information from documents, meeting notes, and email into a searchable graph of decisions and context.
Founder-led. Engineering-driven.
Oleksandr Karpenko
Founder & Engineering Lead
10+ years shipping production systems. Now building practical AI systems for founder-led teams. Human-in-the-loop by default, testing at every step.
For agencies, consultants, and operators.
Add AI implementation capability without hiring an AI team.
Revenue share
We split project revenue for every qualified client you refer, with transparent terms from day one.
No AI hiring required
We handle the technical delivery. You own the relationship. Your expertise, expanded.
White-label delivery
Optional for trusted-fit partners. We build the AI systems; your client sees your brand.
Have a client with a messy internal workflow?
Tell us about your client base. We will explore a partnership model that fits your business.
Stop losing hours to manual workflows.
Tell us about one workflow that is wasting your team's time. We will audit it, build a prototype, and show you what AI automation looks like for your specific operation.