Ask Ledo LLC
The AI That Works Quietly.
The Company That Thinks Long.
Ask Ledo is building calm intelligence. We started with CRM because 33 million small businesses deserve AI that works for them, not against their attention. But CRM is just phase one. Three phases. One philosophy. A new category of AI built on a simple premise: the best technology does not demand your attention. It earns it.
Florida LLC · Founded 2025 · Revenue-generating · AI-first from day one
33 Million Small Businesses. Almost None Have an Intelligent CRM.
The global CRM market is worth $89 billion and growing at 14% annually. But the growth is happening at the top.
Enterprise platforms like Salesforce and HubSpot charge $150+ per user per month, require dedicated administrators, and gate their AI features behind premium tiers that most small teams will never see.
At the other end, lightweight tools like Pipedrive offer simplicity but zero intelligence. No lead enrichment. No conversational AI. No context.
The companies marketing themselves as "AI CRM" have bolted chatbots onto traditional databases. Their AI can answer questions about your data. It cannot operate the CRM. It cannot build a sales pipeline through conversation. It cannot research a lead and brief you before a meeting without being asked.
That is AI-adjacent. Not AI-first.
Ask Ledo exists to close that gap, starting with the businesses that need it most.
Ask Ledo LLC
The AI That Works Quietly.
The Company That Thinks Long.
Ask Ledo is building calm intelligence. We started with CRM because 33 million small businesses deserve AI that works for them, not against their attention. But CRM is just phase one. Three phases. One philosophy. A new category of AI built on a simple premise: the best technology does not demand your attention. It earns it.
Florida LLC · Founded 2025 · Revenue-generating · AI-first from day one
33 Million Small Businesses. Almost None Have an Intelligent CRM.
The global CRM market is worth $89 billion and growing at 14% annually. But the growth is happening at the top.
Enterprise platforms like Salesforce and HubSpot charge $150+ per user per month, require dedicated administrators, and gate their AI features behind premium tiers that most small teams will never see.
At the other end, lightweight tools like Pipedrive offer simplicity but zero intelligence. No lead enrichment. No conversational AI. No context.
The companies marketing themselves as "AI CRM" have bolted chatbots onto traditional databases. Their AI can answer questions about your data. It cannot operate the CRM. It cannot build a sales pipeline through conversation. It cannot research a lead and brief you before a meeting without being asked.
That is AI-adjacent. Not AI-first.
Ask Ledo exists to close that gap, starting with the businesses that need it most.
Why Calm Intelligence Wins
Every app wants your attention. Every tool sends notifications. Every dashboard is a wall of charts competing for your eyes. The result is that people spend their days managing their tools instead of doing their work.
Phase One — Live & GrowingLeadMachine: AI CRM Built for How Small Businesses Actually Work
LeadMachine is live, generating revenue, and serving over ten verticals: from e-commerce and retail to professional services, home services, real estate, B2B sales, and more.
At the center is Ledo, an AI assistant that operates the CRM rather than sitting beside it. Ledo enriches leads from public data automatically. It builds sales pipelines through conversation instead of configuration screens. It prepares meeting briefs before calls and coaches users daily based on their actual pipeline activity.
Users interact with Ledo through web, mobile PWA, or SMS. The entire platform costs $58 per user per month. Every AI feature included. No hidden tiers.
The pricing model is intentional. Small businesses should not need to negotiate an enterprise contract to use intelligence features.
Phase One — Live & GrowingLeadMachine: AI CRM Built for How Small Businesses Actually Work
LeadMachine is live, generating revenue, and serving over ten verticals: from e-commerce and retail to professional services, home services, real estate, B2B sales, and more.
At the center is Ledo, an AI assistant that operates the CRM rather than sitting beside it. Ledo enriches leads from public data automatically. It builds sales pipelines through conversation instead of configuration screens. It prepares meeting briefs before calls and coaches users daily based on their actual pipeline activity.
Users interact with Ledo through web, mobile PWA, or SMS. The entire platform costs $58 per user per month. Every AI feature included. No hidden tiers.
The pricing model is intentional. Small businesses should not need to negotiate an enterprise contract to use intelligence features.
Ledo Everywhere: Calm Intelligence as a Service
Everything we build into Ledo (the enrichment engine, the conversational interface, the intelligence layer) is architecturally decoupled from the CRM itself. This is by design.
Phase two makes Ledo available as an embeddable AI layer for any platform. A full SDK with the Calm Operator philosophy built in. White-label options for agencies. A plugin ecosystem that connects Ledo to the tools teams already use.
The applications are concrete. An agency building client sites on Webflow embeds Ledo's lead intelligence into their dashboards. A sales coaching platform integrates Ledo's pipeline analysis into their training tools. A Shopify app developer adds customer insights without building an AI team from scratch.
The revenue model expands from direct subscriptions to licensing and usage-based pricing. The reach multiplies from thousands of businesses to millions.
We already have our first proof of concept live. MW vs Machine uses Ledo AI to gather and analyze driver, track, weather, and momentum data, then runs 10,000 simulations to pick a winner at any known racetrack on the planet. It is Ledo’s intelligence layer applied to an entirely different domain — and it works.
Ledo Everywhere: Calm Intelligence as a Service
Everything we build into Ledo (the enrichment engine, the conversational interface, the intelligence layer) is architecturally decoupled from the CRM itself. This is by design.
Phase two makes Ledo available as an embeddable AI layer for any platform. A full SDK with the Calm Operator philosophy built in. White-label options for agencies. A plugin ecosystem that connects Ledo to the tools teams already use.
The applications are concrete. An agency building client sites on Webflow embeds Ledo's lead intelligence into their dashboards. A sales coaching platform integrates Ledo's pipeline analysis into their training tools. A Shopify app developer adds customer insights without building an AI team from scratch.
The revenue model expands from direct subscriptions to licensing and usage-based pricing. The reach multiplies from thousands of businesses to millions.
We already have our first proof of concept live. MW vs Machine uses Ledo AI to gather and analyze driver, track, weather, and momentum data, then runs 10,000 simulations to pick a winner at any known racetrack on the planet. It is Ledo’s intelligence layer applied to an entirely different domain — and it works.
Still Work: Ambient Intelligence for Everyday Life
If the Calm Operator philosophy works for sales, and we believe it does, the question becomes: why stop there?
The same overwhelm that plagues CRM users plagues everyone. Communications are chaos. Calendars are noise. Smart homes are not smart. We spend hours every day on coordination that an intelligent, quiet AI could handle in the background.
Still Work takes Ledo's core philosophy beyond business into everyday life.
The name is a double meaning. The AI is still working: always on, always optimizing. And the experience is still: like calm water. No chaos. Just a day that flows a little better than yesterday.
Still Work: Ambient Intelligence for Everyday Life
If the Calm Operator philosophy works for sales, and we believe it does, the question becomes: why stop there?
The same overwhelm that plagues CRM users plagues everyone. Communications are chaos. Calendars are noise. Smart homes are not smart. We spend hours every day on coordination that an intelligent, quiet AI could handle in the background.
Still Work takes Ledo's core philosophy beyond business into everyday life.
The name is a double meaning. The AI is still working: always on, always optimizing. And the experience is still: like calm water. No chaos. Just a day that flows a little better than yesterday.
The Window Is Open
AI-native architecture is a structural advantage, not a feature advantage. The companies that build AI as the foundation now will define the category. The companies that bolt it on later will be playing catch-up with technical debt.
We Are Not Competing on Features. We Are Defining a Category.
Enterprise CRMs own the large business market but are overengineered and overpriced for small teams. Lightweight tools serve small businesses but offer zero AI intelligence. The "AI CRM" space is populated by incumbents who bolted chatbots onto legacy databases.
Ask Ledo is building AI-first from the ground up. Every architectural decision assumes AI is the interface, not the add-on. That is not something incumbents can retrofit.
| Salesforce / HubSpot | Pipedrive / Monday | "AI CRM" incumbents | LeadMachine | |
|---|---|---|---|---|
| AI architecture | Add-on (premium tier) | None | Bolted-on chatbot | AI-first foundation |
| Small business fit | Poor (complex, expensive) | Good (simple, limited) | Moderate | Purpose-built |
| Pricing | $150+/user/mo | $15–50/user/mo | Varies | $58/user/mo, all-in |
| Platform potential | Ecosystem lock-in | None | Limited | SDK + white-label roadmap |
| Philosophy | Feature volume | Simplicity | AI as marketing | Calm intelligence |
Salesforce / HubSpot
- AI architecture
- Add-on (premium tier)
- Small business fit
- Poor (complex, expensive)
- Pricing
- $150+/user/mo
- Platform potential
- Ecosystem lock-in
- Philosophy
- Feature volume
Pipedrive / Monday
- AI architecture
- None
- Small business fit
- Good (simple, limited)
- Pricing
- $15–50/user/mo
- Platform potential
- None
- Philosophy
- Simplicity
"AI CRM" incumbents
- AI architecture
- Bolted-on chatbot
- Small business fit
- Moderate
- Pricing
- Varies
- Platform potential
- Limited
- Philosophy
- AI as marketing
LeadMachine
- AI architecture
- AI-first foundation
- Small business fit
- Purpose-built
- Pricing
- $58/user/mo, all-in
- Platform potential
- SDK + white-label roadmap
- Philosophy
- Calm intelligence
What We Don't Do
Calm intelligence is defined by restraint. These are deliberate choices.
We do not send push notifications. If something is urgent, Ledo surfaces it inside the app when you open it.
We do not gate features behind AI upsells. Every user gets the same intelligence.
We do not offer certifications or training programs. If the product needs a course, the product is too complicated.
We do not show vanity metrics. No dashboards full of numbers that feel productive but change nothing.
We do not build checkbox features. If it does not make the user more clear-headed, it does not ship.
We do not interrupt focus. Ledo will never break your flow to tell you something that could wait.
We build the things that make the other things unnecessary.
Built by People Who Got Tired of Their Own CRM
Jay Thornton
Co-Founder
“I spent years watching small business owners try to make tools that were built for companies ten times their size. The dashboards, the notifications, the setup wizards that take longer than the actual selling. Mike and I did not sit down and design a philosophy on a whiteboard. We just kept asking the same question: what if the CRM only talked to you when it had something worth saying? That question turned into Ledo. And Ledo turned into something bigger than we expected.”
Mike Fraser
Co-Founder
“My background is in running small operations. The kind where there is no sales ops team to configure your CRM and no time to learn a new tool every quarter. Most software assumes you have both. LeadMachine assumes you have neither. Ledo should feel like a sharp teammate who already knows the context, not another piece of software with a learning curve.”
One Conversation. A Complete Pipeline.
When a new user opens Deal Flow, they do not face a blank configuration screen. Ledo asks one question: “Tell me about your sales process.” Thirty seconds of conversation replaces thirty minutes of setup.
That is what AI-first actually means.
Built for the Businesses That Need AI Most
Early. Intentional. Growing.
The Future of AI Is Not Louder. It Is Calmer.
Ask Ledo is building calm intelligence. Starting with the CRM that 33 million small businesses need. Expanding into an embeddable AI platform. And ultimately, delivering ambient intelligence for everyday life.
We are looking for investors and partners who believe the best AI is not the loudest AI.
Jay Thornton · jay@leadmachine.fyi · jaythornton000.com
Mike Fraser · mike@leadmachine.fyi · pintsforksfriends.com