Engineering for marketing work that is inspectable.
Lane is not a black box that asks a team to trust a single model. We build focused tools that gather evidence, prepare proposed work, connect approved channels, and leave a clear trail for people to review.
The public ecosystem
Small, focused MCP servers for real marketing work.
Our public GitHub organization contains the building blocks behind research, measurement, creative work, and channel execution. They are useful on their own—and they show how we think about an agentic operating system.
Measure and investigate
Public tools for understanding demand, site performance, conversations, and the evidence behind a claim.
Publish and reach people
Connectors for approved publishing and community work across the channels a brand actually uses.
Create with a brand
Tools that help an agent work from a brand’s visual system and create approved creative assets.
Run the operating system
Developer tools that help us make agent work inspectable, reproducible, and practical to run.
The product principle
Automation proposes. People decide. Evidence improves the next move.
The goal is not to replace specialist judgement with a generic marketing bot. It is to make discovery, preparation, and learning cheaper—so a team can focus its craft on the channel work that earns traction.
- Use focused tools instead of pretending one model is an expert in every channel.
- Keep approval gates around actions that represent a brand or spend a budget.
- Measure what happened and let the next proposal reflect the evidence.
How we work
Principles that keep us honest.
Ship, then learn
Put a useful, testable version in front of people and improve it from real feedback.
Design to falsify
A proposal is valuable when the evidence could prove it wrong and redirect the next move.
Keep the surface simple
Use the smallest reliable system that makes a workflow clearer for the person operating it.
Test the important paths
Fast iteration needs proportionate checks around the actions that affect a brand, budget, or customer.
Accuracy is final
Move quickly, but make the claims, data, and consequences of an action legible before it goes live.
Know when to stop
Avoid polishing in isolation when the next customer or experiment can teach us more.
Want to build a more inspectable marketing workflow?
Ask about Lane, a specific channel workflow, or the public tools. We will reply by email.
Ask about Lane