The way humans interact
with software is changing.
Forever.
CommandPal lives inside your product. Type what you want. It figures out the steps, creates dynamic UI to collect missing inputs, and gets the job done.
No UI is simple enough
for everyone.
Knowing what you want and knowing how to do it are two different skills. Only one should matter.
Navigation is the new tax.
Users pay it every time they want to do something. Clicking through menus they never asked for, just to reach a screen.
Manuals don't scale.
Every release ships a new Getting Started guide. Every guide is read by a tenth of the people who needed it.
Chatbots are smarter guides.
They answer your basic questions. They don't do the work or answer context questions.
Coding agents are unpredictable.
We plan, collect only what's missing, and execute. No generated code, no surprises.
Not three different tools.
One that does all three.
It answers like a support agent, reads your data like an analyst, and executes a task like an assistant.
How it works.
Intent to Action.
CommandPal builds the plan, collects only the missing inputs via dynamic UI, executes every step, and provides a clean summary.
User states what they want
No menu, no manual. One sentence in plain language. CommandPal reads the intent and takes over.
A task plan is generated instantly
CommandPal breaks the intent into ordered steps. Everything it can resolve from live context is pre-filled automatically.
Only asks for what it doesn't know
Dynamic UI components surface inline to collect the essential user inputs. Click below to interact.
Every step runs. Nothing is lost.
All 5 steps execute in sequence. A full summary is written: what ran, what changed, what's next.
Not a chatbot. Not a guided tour.
A new UI layer.
Every other tool still depends on your interface. They point at it, narrate it, or automate clicks through it. CommandPal sits a layer above the UI: you state intent, it does the work.
| Capability | WalkMe | CommandBar (CommandAI) | AutoGPT-style | CommandPalOur approach |
|---|---|---|---|---|
| Relationship to the UI | Narrates it | Navigates it | Clicks through it | Replaces it |
| What it's best at | Guided onboarding | Nav, search & in-app help | Autonomous experiments | Getting real work done |
| Answers questions from your data | No | From your docs | If you build it | Yes, from live data |
| Executes multi-step tasks | No | Triggers single actions | Yes, autonomously | Yes, with a plan |
| Asks for input it doesn't have | Static forms | No | Guesses or stalls | Dynamic UI, on demand |
| Stays in your control | Fully | Fully | Runs unsupervised | You approve, then it runs |
| Setup cost | Author every flow | Map each action | Build & babysit | Connects to your APIs |
Five layers of intelligence.
All built to compound.
Five layers that take CommandPal from answering questions to executing real work inside your product.
Ground Truth
Answers any product question instantly: features, limitations, policies. Grounded in your actual documentation.
API → MCP Proxy
Converts your existing REST APIs into MCP-compatible tools. No rebuilding required. Agent-ready in 5 minutes.
Product Context
The agent gains eyes on the live environment, reasoning about real-time state across users, roles, and data.
Workflows · Atomic UI
Executes tasks by composing multi-step workflows from modular UI components native to your app. No code written.
Observability
Full visibility into every intent, plan, execution, and outcome, so you know what users are trying to do.
Private by design.
Your data never leaves.
Your data never reaches the LLM or our servers. The model decides which APIs to call; the data itself stays inside your platform. Private by design, with prompt injection built out.
Data stays in your platform
The LLM never sees your records. It receives intent and decides which APIs to call. Your data is read and written inside your own systems.
Plan and execute, separately
The model plans the steps. Your trusted services run them, so no sensitive payload ever leaves your boundary.
Prompt injection, mitigated
Data never flows through the model as instructions, so the classic attack surface shrinks. Safety is structural, not bolted on.
Make "Getting Started Guides"
obsolete.
We start with mature SaaS products. If yours still needs a manual, we should talk.