A forward-deployed lab for agentic go-to-market. Systems, benchmarks, and community for the teams building on top of agents.
Systems that generate on-brand, KPI-aligned content at scale. Not just "write with AI" — structured pipelines that maintain voice, hit targets, and produce output you can actually use.
Teams that need to scale output without losing the editorial judgment that makes content work. If you are running AI-generated content and losing signal on what resonates, this is for you.
70 tasks across 7 categories. Compares LLM-only vs RAG vs tool-using agents on real GTM workflows: prospecting, outreach, qualification, content, and more.
Shareable benchmark results, leaderboards, and evaluation methodology that any team can run on their own stack. The goal is a shared vocabulary for GTM agent quality.
Traffic, pipeline, and AI citations. We build the systems that get your product found, qualified, and converted in an agentic distribution environment.
If your customers are going to find you through AI agents rather than search, your GTM needs to be built for that. We help you get there.
Builders turning go-to-market into an engineering discipline. Meetups in SF and NYC, workshops, hackathons, and a growing canon of tools, benchmarks, and playbooks.
Regular events, a growing member community, shared tooling, and the relationships that happen when serious builders work on hard problems together.
Open benchmark for AI sales agents: prospecting accuracy, head-to-head arena matches, and 16-category content generation with deterministic graders and pass@k metrics.
Fine-tune SPLADE sparse embeddings for any product catalog using ANCE hard negative mining via Qdrant. Production-grade sparse retrieval without the compute overhead.
Real-time video anomaly detection with Qdrant Edge, Twelve Labs, NVIDIA Metropolis VSS, and Vultr Cloud GPUs. Edge inference with cloud-scale retrieval.
Delegated inbox triage: triages Gmail, Slack, GitHub, Linear, and Calendar in parallel, drafts replies, enforces policy via a Contextual Access webhook. Built on Arcade + Qdrant.
MCP server for agentic GTM workflows. Coming soon.
Personal knowledge system with semantic drift detection. Surfaces when your thinking has changed. Coming soon.
Taste-driven movie recommender with a terminal UI. Ask in natural language, get results that actually match your taste. Coming soon.