Introducing Fluso: A Secure AI Workspace to Flow Through Work
We are excited to announce the limited access launch of Fluso by Prem AI. Fluso is our flagship agentic workspace that integrates with existing enterprise tools to automate complex workflows, inline with an organisation's standard operating procedures. Powered exclusively by open-source models running on Prem's secure infrastrucutre, Fluso achieves five times the token efficiency of closed-source alternatives at the same cost without the risk of data sensitive workflows getting exposed to third party inference providers.
Over the last few months, we've partnered with leading law firms, wealth managers, healthcare institutions and governments - as our design partners, to define how Fluso should operate.
Today, you get to experience it at: fluso.ai
introducing: Fluso
AI assistants / workspaces as they exist today are extremely generic, reactive and expensive at scale. These critical limitations prevent them from being adopted sustainability.
To tackle this challenge we built Fluso: a secure, agentic workspace. Fluso allows companies to embed their process knowledge into the workspace itself, so every employee operates within the firm's proven workflows rather than improvising around them. It combines open-source models, co-developed workflows, and confidential computing in one platform, letting employees in regulated industries produce work that follows their firm's processes every time, with client data sealed from any third party and per-task costs at a fraction of proprietary AI.
We built it for enterprises that can't afford to wait on intelligence. That includes teams inside hospitals, banks, law firms, and any regulated business of meaningful size, where the data is sensitive, the audit trail matters, and most AI tools have been locked out because the data couldn't leave the perimeter. It's also for the founders, operators, knowledge workers, and creative professionals who run across too many tools with not enough hours in the day. It's the same problem at a different scale.
We partner with firms to encode their specific expertise, review chains, decision gates, and operating procedures into an AI workspace. The system becomes the surface for employees to work within.
Fluso is live today at fluso.ai Here is what it does and how it works:
On Proactivity in Fluso
You connect your tools and Fluso builds a living picture of your work. We call that picture ChronoGraph, a knowledge graph that compounds everything your organization knows into something you can actually act on. Fluso reads across all of it and understands what's open, what's blocked, what's already been decided, and what's still waiting on you. Chronograph empowers Fluso to proactively surface tasks that would've otherwise gone missed.
Most AI tools today are built to answer a question and stop there. Fluso is built to keep working past the answer. Recently, Simo (Our CEO) asked Fluso to verify whether some legal judgments existed in a particular database, and they didn't appear in any direct search. A normal AI would have returned a "not found" result and stopped. Fluso instead kept working, tracing citations buried inside an unrelated case until it surfaced all the judgments referenced, where no direct search had worked. That is what we mean when we say Fluso operates in agent mode rather than answer mode.
Every action you take feeds back into Fluso's picture of you. When you approve a draft, reject one, ignore a thread, or rewrite a response before sending it, Fluso tightens its understanding of how you actually operate. The longer your team uses it, the better it gets at predicting what you would have done yourself.
Private by architecture, not by promise
Every Fluso workspace runs in a dedicated virtual machine. Never shared. Deletable on command. Your data never leaves your control.
No training. Fluso runs on open-source models. Nothing you do is used to train a model for anyone else.
No sharing. Every workspace lives in a dedicated sandbox. No shared tenants. No cross-leakage between organizations.
No lock-in. Export everything in plain formats, anytime. Deploy on our cloud, your VPC, or fully air-gapped on-premise. Your choice.
Fluso runs on Prem Confidential API and Compute, the infrastructure layer we built alongside it. Every session can be cryptographically attested, which means you can verify, mathematically, that your data was processed only where you said it could be. We can be straightforward about what is in the system because anyone can check.
Read more about our confidential computing stack here:
The Economics: Own your intelligence, not your bill
There is a reality about the industry that most AI platforms tend to ignore.
Fluso runs on open-source foundations, which means there is no closed-model provider in the middle taking their cut. That choice alone gives us roughly five times the token efficiency of closed-source systems on the same complex, multi-step work. The same tasks that would burn through a per-token budget on most platforms run on a small fraction of that cost here.
For a regulated organization managing hundreds of sophisticated workflows, these savings are not just incremental; they represent a fundamental shift in your operational economics.
While most tools are built to keep you paying, Fluso is built to keep compounding.
Try it
Fluso is live at fluso.ai. Connect a tool, and the workspace builds itself from there. While the free tier covers a real testing period, our Pro plan with 5x more limits than closed source providers starts at $19 a month. For teams, enterprise deployments, and air-gapped or on-premise deployments, get in touch with us here.
If you are evaluating Fluso for a regulated environment, our trust documentation covers attestation, data residency, and on-prem deployment in detail.
The name carries the point we kept coming back to as we built it. Fluso comes from the Italian fluire, to flow. The workspace is built so the work moves, the friction disappears, and your attention rests on the decisions only you can make.
Prem, the company behind Fluso, carries two meanings: on-premise, the ground you stand on, software that runs on hardware you own; and प्रेम, the Sanskrit word for the highest form of love, the state where love and intelligence become the same thing. Intelligence that stays close. That belongs to you. That serves the people using it rather than the platform watching them.
Welcome aboard.
The Prem AI team
Lugano, June 2026
