Validate your idea. Then run the business.
Launcherly starts as the AI team that helps you validate. It connects to your tools, learns your business, and pressure-tests your thinking with real data. But here's what makes it different: everything you build during validation — your strategy, risks, evidence, metrics — becomes a living model of your business that agents maintain and operate autonomously. The founders who validate stay because Launcherly runs the business alongside them.
What's at stake
Most startups don't fail because the founder wasn't smart enough. They fail because one person can't hold enough context — the meeting you didn't prep for, the competitive threat you spotted too late, the strategic pivot you should have made a month ago.
Runway doesn't care that you were busy. It just runs out.
Every AI tool you've tried has the same problem. Not this one.
Every conversation starts from scratch
You've had the same conversation about your ICP, your metrics, your competitive landscape — dozens of times. None of them connect. None of them remember what matters.
Your tools don't talk to each other
Your analytics are in PostHog. Your revenue is in Stripe. Your code is in GitHub. Your strategy is in your head. No AI tool has ever connected these — so every answer is based on whatever you remembered to paste in.
And when validation works... then what?
You confirmed the idea. Now you need to track metrics, manage outreach, monitor competitors, produce content, and coordinate across channels. Your AI advisor has nothing to offer — you're on your own again.
The Outcome
From first idea to daily operations.
Validate with an AI team behind you
Five AI specialists pressure-test your thinking, synthesise research, and track risks — so you stop second-guessing and move with confidence.
Your agents work while you sleep
Background agents rescore risks, track traction, monitor competitors, and surface what changed — so you wake up to a briefing, not a blank page.
Graduate from advice to operations
Everything you built during validation becomes a living model of your business. Connect your tools and your agents maintain it autonomously — Launcherly becomes the operating system.
How it works
Three steps. Zero re-explaining.
Connect your world
Link GitHub, PostHog, Stripe — or just drop in your website URL. Launcherly pulls your positioning, metrics, and context automatically. You explain your business once.
Validate with your AI team
Your Chief of Staff sets priorities. Specialists handle research, positioning, product scoping. Every conversation builds your world model — a living, structured representation of your entire business.
Your agents take over
As your world model grows, agents start working autonomously — rescoring risks, tracking metrics, flagging anomalies, surfacing insights. Week 10 isn't just smarter advice. It's a business that partially runs itself.
Connects to the tools you already use
Why it actually works
Other AI remembers facts. Ours builds a world model.
You told ChatGPT about your pivot three weeks ago. Today it's giving you advice based on your old strategy. That's because most AI stores flat lists of facts — it can't tell which matter right now. Launcherly builds a world model: a structured, agent-maintained representation of your entire business — strategy, risks, evidence, metrics, competitors, and the relationships between them.
Connected knowledge
Launcherly builds a graph of your business — people, decisions, risks, and the relationships between them. When a customer interview contradicts your ICP hypothesis, it doesn't just store both facts. It connects them.
Maintained by agents
The world model isn't a snapshot that decays. Background agents tend it continuously — rescoring risks as evidence arrives, pulling metrics from your tools, extracting knowledge from every conversation. It stays current without you lifting a finger.
Proactive surfacing
Chatbots recall facts when you ask. Launcherly surfaces what matters before you think to ask — because agents understand which parts of the world model are relevant to the decision you're making right now.
A purpose-built world model.
Knowledge graph, entity resolution, temporal decay, domain-aware retrieval, and autonomous agent maintenance — not a chat wrapper with a long memory, but a living model of your business that agents reason over, update, and act upon.
Your AI team
Five direct reports. A dozen agents working in the background.
Strategic Advisor
Pressure-tests your direction against your evidence — strategy, positioning, stage assessment.
Chief of Staff
Keeps your priorities synced as things change — OKRs, coordination, risk surfacing.
Research Lead
Turns conversations into evidence — ICP validation, interview synthesis, pattern detection.
Product Advisor
Stress-tests your product decisions — scoping, prioritisation, feasibility against real data.
GTM Lead
Accelerates your go-to-market — positioning, channels, outreach, informed by your actual metrics.
Operating while you sleep
- Rescores your risks every night using the day's conversations and data from Stripe, PostHog, and more
- Monitors competitors and market shifts so you hear about threats before they surprise you
- Tracks traction metrics across your connected tools and alerts you when something moves
All agents share the same world model. When your Research Lead discovers a pattern, your GTM Lead already has that context. Background agents maintain the model continuously — your business keeps running even when you're not logged in.
Beyond generic AI
Every AI tool you've tried has this limitation.
| Capability | Other AI tools | Launcherly |
|---|---|---|
| Give generic business advice | ||
| Build a world model of your business | ||
| Remember what you said three months ago | ||
| Know which facts are stale or superseded | ||
| Track your top risks with severity scores | ||
| Rescore risks when new evidence arrives | ||
| Surface the right context without being asked | ||
| Maintain your business model autonomously | ||
| Alert you when something needs attention | ||
| Calibrate advice to your actual stage | ||
| Connect to your existing tools | ||
| Work in the background while you sleep |
The difference isn't intelligence — it's a world model that agents maintain, so your business compounds while you focus.
FAQ
Frequently asked questions
- What is Launcherly?
- Launcherly is an AI-powered team of specialist agents that builds a world model of your business — a structured, living representation of your strategy, risks, evidence, metrics, and competitive landscape. It starts as a validation tool that helps you pressure-test your idea, then grows into an autonomous operating system as agents maintain and act on the world model alongside you.
- Who is Launcherly for?
- Launcherly is built for founders running early-stage B2B SaaS or digital product businesses. Whether you're validating your first idea or running a live product without a full leadership team, Launcherly gives you the context-aware support and autonomous operations you need.
- How much does Launcherly cost?
- Launcherly is free to start with a generous trial. Pro plans are $25/month flat — no usage caps, no surprises — and include all integrations, all agents, and the full world model. A Business tier for custom agents and advanced automation is coming soon.
- How does Launcherly keep my data secure?
- Your data is encrypted at rest and in transit, hosted on EU infrastructure, and never used to train AI models. Each organisation's world model is completely isolated — no cross-tenant data sharing. All tool integrations use read-only OAuth scopes.
- What are Launcherly's AI agents?
- Launcherly provides five conversational agents — Strategic Advisor, Chief of Staff, Research Lead, Product Advisor, and GTM Lead — plus background agents that work continuously to maintain your world model. Conversational agents help you think. Background agents keep the model current by rescoring risks, tracking metrics, and monitoring competitors. All agents share the same world model.
- How is Launcherly different from ChatGPT or Claude?
- General-purpose AI tools are stateless — every conversation starts from scratch. Launcherly builds a persistent world model of your business with temporal awareness, entity resolution, and connected tool data. More importantly, agents maintain that model autonomously — rescoring risks, tracking traction, surfacing insights — so the platform works for you even when you're not using it.
- What happens after I validate my idea?
- That's where most AI tools lose you. With Launcherly, everything you built during validation — your strategy, risk register, evidence, OKRs, knowledge graph — becomes the foundation for running the business. Connect your tools, and agents start maintaining the world model autonomously. You go from getting advice to having an AI team that operates alongside you.
- How do I get started?
- Connect your tools, drop in your website, and start a conversation. Launcherly begins building your world model immediately. The more you use it, the more valuable it becomes — and the more your agents can do autonomously.
Start by validating. Stay because it runs the business.
Every session builds your world model. Every tool connection enriches it. Every agent run keeps it current. Start today — the value compounds from your first conversation.
Free to start. $25/mo when you're ready.