The same research. Again.
A teammate asks Claude a question you already explored in ChatGPT. Neither of you knows the other has done the work.
A
little continuity for your AI work
Your best AI work.
Your best AI work.
Beyond the chat.
The research. The breakthrough. That really good plan.
Keep it all together, and pick up where you left off.
In any session. With any connected AI.
Free to start. No credit card. Your work stays yours.
Different tools. One continuous thread.INTERACTIVE EXAMPLE
PICK UP WHERE YOU LEFT OFF
Product launch
One launch. Every bit of thinking, together.
Where things stand Current state
Launching for independent consultants. Positioning is agreed. Pricing is the next open question.
Saved work
4Always the current version
The work stays connected,
even when the AI changes.
ClaudeA new session. Same work.
Found it. Here’s the current version, with your latest updates.
Current
Competitor landscapeSaved from ChatGPT · Updated in Claude
Your work, ready for the next step.
Try the flow
Built to fit the way you already work
ChatGPT
Claude
Cursor
MCP-compatible tools
Connect through MCP. Setup and availability vary by AI app.
SOUND FAMILIAR?
The work is done.
But the next person starts over.
Useful research and decisions stay in separate AI chats.
The
next session or the next teammate starts without them.
Another round of catching up.
Every handoff means finding links, copying notes, and explaining the decisions that brought you here.
Which version can we trust?
The research changed. The old file is still circulating. Someone’s next recommendation starts from yesterday’s thinking.
LESS STARTING OVER. MORE MOVING FORWARD.
Good work deserves
a next chapter.
You’ve already done the thinking.
Ligura makes sure you can
build on it.
“Keep this research for the launch.”
Competitor landscapeSaved to Product launch
01 / KEEP
Worth keeping? Just say so.
Save the useful output from your connected AI. A research table, a plan, a decision. Give it a home beyond the conversation.
That competitor research…
Competitor landscapeProduct launch · Version 3Current
02 / FIND
Find the work. Skip the hunt.
Ask for what you need, in your own words. Get the current version, with the decisions and context that belong with it.
◉
✳
New conversation. A head start.
✳
03 / REUSE
Keep going, with any AI.
Bring that work into your next session. Update the same artifact instead of starting from scratch or creating another lost copy.
FROM MY AI WORK TO OUR AI WORK
Your team already did the research.
Give the next person a
head start.
Someone researches the market in ChatGPT. A teammate refines the recommendation in Claude. Another prepares the client presentation.
With shared works in Ligura, each person can build on the same research, decisions, and context, even when they use different AI tools.
- Reuse the research instead of repeating it
- Carry decisions forward with every handoff
- Work from the current version, together
Start with your own work
Start free on your own. Shared works and team permissions are planned for Team.
AN EXAMPLE TEAM WORKFLOW
One shared client project
SARAH · CHATGPT
Research once. Save it for the team.
Sarah keeps the competitor research in their shared client work.
▤ Competitor landscape
JOHN · CLAUDE
Find it. Build on it.
John retrieves Sarah’s research, adds his analysis, and updates the recommendation.
◇ Updated recommendation
MAYA · CLIENT PRESENTATION
Move the deliverable forward.
Maya starts her presentation from the current recommendation and the decisions behind it.
The team’s work, carried forwardFREE TO START. ROOM TO GROW.
Make it a habit.
Upgrade when it matters.
Start with your own work, free.
Grow into Pro for more room, or
Team for shared work, as paid plans become available.
Free
START HEREFor your everyday AI work.
$0/ forever
Keep the good stuff. Come back to it.
Start free- 500 stored artifacts
- Unlimited works & MCP connections
- Save and retrieve from connected AI
- Automatic grouping & search
- Recent version history
- Limited AI enrichment
No credit card needed
Pro
PLANNEDFor work you keep building on.
$9/ month
More space. The whole history.
Start with Free- Everything in Free
- Unlimited stored artifacts*
- Full version history
- Generous AI enrichment
- Unlimited works & MCP connections
Begin free. Upgrade when available.
Team
PLANNEDFor good work that goes further together.
$12/ person / month
One person’s research. Everyone’s head start.
Explore with Free- Everything in Pro
- Shared works
- Team permissions
- Full version history
- Generous AI enrichment
For teams, when you’re ready.
Pro and Team pricing is proposed. Paid plans are coming soon.
*Unlimited
artifacts are subject to fair-use and storage limits. Advanced audit
and admin are reserved for a higher plan.
A FEW GOOD QUESTIONS
Before you
make yourself at home.
Do I need a team to get started?
No. Start free with your own research, plans, and decisions. Keep, find, and reuse them across your connected AI sessions. Shared works and team permissions are part of the planned Team offering, for when you want colleagues to build on that work too.
Is Ligura another AI chatbot?
No. Keep using the AI tools you like. Ligura gives the useful work they produce a lasting home, so you can find it, update it, and reuse it in another session.
How is this different from AI memory?
AI memory helps a particular assistant remember things about you. Ligura keeps actual work products: research, plans, tables, files, and decisions. Those outputs have their own identity and history, independent of the conversation that created them.
Does Ligura save my entire conversation?
The idea is simple: keep the useful output, not everything that was said. Save the work you want to carry forward, without treating your whole conversation as the deliverable.
Which AI tools can I connect?
Ligura connects through MCP, with setup guides for Claude, ChatGPT, and other compatible clients. Availability and setup requirements depend on your AI app and plan. Your workspace will show the available setup options.
Can I stay on the free plan?
Yes. Free is designed for ongoing use, with 500 stored artifacts, unlimited works and MCP connections, search, and recent version history. Pro is for people who need more storage and full history. You don’t need to upgrade to try the core workflow.
What happens when my work changes?
Update the same artifact as your thinking evolves. Work can be marked Draft, Current, Superseded, or Archived, so you and your connected AI can distinguish the version to use now from earlier thinking.
THE NEXT CONVERSATION IS JUST THE BEGINNING.
Keep the good work going.
Start with one project. Save something worth coming back to.
Make room for your work Start free. No credit card needed.