Manus is great at completing an open-ended task once: research, analysis, a deck. Alomana does the same work, then saves it as an operator that re-runs on your live data, in a standardized format, every time.
Free to start — no credit card. ISO 27001 · GDPR.The short version
Alomana
An agentic harness — an autonomous, ultra-capable system, like Manus but built to run on your own data and stay. Describe the work and it builds an operator (an agent that runs the task end-to-end); the operator re-runs on demand or on a schedule, connects to your systems, and returns the same validated, cited output every run.
Manus
A general-purpose autonomous AI agent that plans and completes open-ended tasks for a user — research, browsing, building documents and decks — in a hosted session.
Manus is excellent at getting a task done once; Alomana turns that same task into a repeatable operator on your own data — so the work, the format, and the result persist.
See it in action
Describe the work in plain language. Alomana builds, validates, and deploys a production operator that runs on your live data, not a prototype that stops on your machine.
Side by side
| Capability | Alomana | Manus |
|---|---|---|
| Research & analysis | Runs on your connected data; cited, auditable results you can re-run | Strong open-ended research on the public web and uploaded files |
| Decks & deliverables | Built in a standardized template you lock once and reuse every run | Generates a one-off deck or document per task |
| Repeatability | Saved as an operator — re-run on demand or on a schedule | Re-prompt the task each time |
| Connects to your systems | Connector library: databases, CRMs, ERPs, internal APIs | Web browsing and uploaded files |
| Persistence | Operators and apps live in a shared workspace, reusable by the team | Output lives in the task session |
| Privacy & scale | Single-tenant; fully logged, auditable outputs; ISO 27001, GDPR; open-weight models | Hosted general-purpose service |
See the full platform on the product page, or compare plans — free to start, no credit card.
Which is right for you
You run the same kind of research, analysis, or reporting again and again — and want it saved as an operator that re-runs on your own data, in a consistent format, that your team can reuse.
You want a capable general agent to tackle varied, one-off tasks end-to-end in a single session.
Questions, answered
Yes — if you do the same kind of work repeatedly. Manus completes a task once per session; Alomana saves that research, analysis, or deck as an operator that re-runs on your live data, in a standardized format, with cited, auditable output.
Yes, and it runs on your own connected sources — databases, CRMs, internal files — not just the public web. Every run cites its sources and is fully logged and auditable, built by a team publishing interpretability research (arXiv:2605.02363).
Persistence and repeatability. The operator and its output live in a shared workspace, keep a standardized format, re-run on a schedule, and stay connected to your data — instead of disappearing into a chat session.
Yes. Start free with no credit card. When you go to production, the same operator graduates to a single-tenant private instance — data never trains any model — with ISO 27001 and GDPR compliance.
Keep comparing
Start free in minutes, or see Alomana on your own data in a 30-minute walkthrough with your workflows and documents.