Manus
Broad AI agent
A general agent for diverse tasks—from research and slides to websites and apps.
From a question to working software
Research. Prototype. Present. Build.
For a manufacturer, export team, or Forward Deployed Engineer, the first app screen is rarely the first step. Start with evidence and a shared brief, then turn reviewed decisions into deliverables and software.
Choose a use caseA review point at every handoff
The stages are connected by the same business context, but they are not an unchecked one-click pipeline. Each output should be confirmed before it becomes input to the next step.
- 01
Research the problem
Define the decision to make. Search public sources when enabled, parse supplied documents, and keep source links and evidence gaps visible.
Check sources, dates, and assumptions.
- 02
Prototype the workflow
Describe users, records, permissions, and the actions each person needs. Generate an initial app and walk through the critical paths.
Confirm fields, roles, and exceptions with users.
- 03
Prepare the proposal
Turn the agreed scope and research context into a report or presentation draft for customers, managers, or implementation partners.
Edit the narrative and validate every important claim.
- 04
Build the full-stack app
Continue from the reviewed workflow into data-backed pages and application behavior, then test and publish the result when it is ready.
Test security, integrations, and production data flows.
Where we fit
Beyond the app-shaped finish line.
Different tools start from different jobs. AppProduce is built around the business workflow that continues after the first screen.
Lovable + Base44
AI app creation
Both focus on creating, refining, and shipping apps and websites.
AppProduce
Our focusBusiness workflow builder
Turn a business brief into an app, then carry its context into knowledge, search, reports, and presentations.
One connected workflow
One business context. Connected deliverables.
Keep your app, company knowledge, web research, reports, and decks in one conversational workflow. Review each output before it informs the next step.
Full-stack app
Company knowledge
Web search
Slides & reports
Positioning reflects public product descriptions and may change as products evolve. Feature availability depends on configuration.
Start with one business brief
Research the need, review the prototype, and keep your proposal and app aligned.