Modern LLMs
Flexible and fast to launch, but harder to control, explain, and debug.
GraVersal is one platform for frontend chats, form management, AI orchestration and backend automation. Built for backtracking, traceability, and deterministic control.
Coordinate long-lived flows across multiple parties, systems, and time. Flows that react live to state changes — no migration, no restarts, no model-reality gap. What you see is exactly what's running.
Guide clients through anamnesis, symptom checks, or self-assessments. Adaptive questioning that responds to answers in real-time.
Learn moreHelp customers find the perfect product through guided questions. Complex logic made simple — no spreadsheets, no mess.
Walk users through legal scenarios, eligibility checks, or document preparation. Transparent logic they can trust.
Build privacy-friendly chatbots and embed them directly into your website. 100% GDPR-compliant. No data leaves the browser unless necessary.
Build FAQ bots, troubleshooting guides, or onboarding assistants. Smart routing based on user context.
Create adaptive surveys that branch based on responses. Dynamic questionnaires that feel human.
Test conversation flows, validate ideas, or demo concepts to stakeholders. Build in minutes, iterate instantly.
| Capability | Zapier / Make | n8n | Voiceflow / Botpress | GraVersal |
|---|---|---|---|---|
Backtracking User changes their mind mid-flow | ✗ Manual code | ~ Workarounds | ✗ Restart | ✓ Native |
Multiple intents "Cancel my order and change my email" in one message | ✗ Not natively | ✗ Not possible | ✗ Picks one, drops one | ✓ Auto-serialized |
Parallel regions Form open + bot still reacting at the same time | ✗ Not possible | ~ Complex setup | ✗ UI blocks | ✓ Native |
Automatic UI cleanup Buttons/forms disappear when state makes them invalid | ✗ Manual code | ✗ Manual code | ✗ Manual code | ✓ Automatic |
Live state invalidation External event (e.g. stock change) reroutes the active flow | ✗ Not possible | ~ Custom code | ✗ Not possible | ✓ Native |
LLM role Where AI fits into the architecture | ~ Action step | ~ Action step | ✗ Primary orchestrator | ✓ Sensor, not conductor |
Unexpected input handling User goes off-script mid-conversation | ✗ Restart | ~ Code node | ✗ Restart | ✓ Try / Catch concept |
Auditability Can you read and trust what the flow will do? | ~ Mostly | ~ Mixed (code nodes) | ✗ LLM decides | ✓ Deterministic flow graph |
Flow lifetime Does the flow end after the last step? | ✗ Run-to-completion | ✗ Run-to-completion | ~ Session-scoped | ✓ Persistent process |
Reactive nodes Can nodes keep listening and react to new events after activation? | ✗ Not possible | ✗ Not possible | ✗ Not possible | ✓ Native |
State propagation Do changes in one node automatically ripple through the graph? | ✗ Not possible | ~ Manual triggers | ✗ Not possible | ✓ Automatic |
Merge / Join / Synchronizations Collect multiple async branches without a dedicated node | ✗ Explicit merge node required | ~ Merge node with manual mode config | ✗ Not possible | ✓ Emergent from May- & Must-edges |
Flexible and fast to launch, but harder to control, explain, and debug.
Structured like a flow builder, flexible like an LLM app.
Predictable in simple cases, but too rigid for real world processes.
See exactly how the flow makes decisions. Every path is visible, every condition transparent. Perfect for regulated industries or when trust matters.
Your flows adapt in real-time to changing conditions. Time-based offers, dynamic questions, context-aware responses — like real processes should be.
Decide for yourself whether your flows should run in the frontend or in the backend. Design privacy first flows that run on your users' devices.
No vendor lock-in. Export as JSON, host anywhere, share via URL. Your knowledge stays yours — fork, modify, redistribute freely.
Flows are text-based JSON files. LLMs can generate, modify, or understand your flows directly.
Watch your flow execute live as you build it. See which nodes fire, which edges are traversed, and what states change. Visualized directly in the builder.
No email, no registration wall. Just open your browser and start building or spin up your local instance.
Drag messages, questions, emails, and other nodes onto your canvas. Connect them with edges to define the flow.
Use May, Must, and Not edges with conditions to create logic structures. No scripting — just pure visual connections.
Watch your flow execute live in the built-in chat. Share via URL, embed on your site or test inside your terminal.
All you need is one JavaScript file and a tiny HTML snippet:
<graversal-widget flow-url="https://graversal.io/flows/congratulations.json"> <script src="https://graversal.io/widget/graversal-widget.js"></script>
Most automation, chatbot and flow builders hide their logic behind code and black boxes. We believe Processes and conversations should be transparent, knowledge should flow freely, and privacy should be the default.
GraVersal runs mostly in your browser if you wish. No servers. No tracking. No vendor lock-in. Just open, visual logic you can see, share, and own. Because powerful tools shouldn't come with compromises.