What Swa is
Three things to take away.
All of AI, in one platform
Your people get the strongest models available, where they already work. You are not betting the company on one vendor, and you can switch one off without touching anything else.
One dashboard to run it
Access, rules, spend, and adoption for every team, on one screen. One place to answer what your people are using, what it costs, and what it is allowed to touch.
It does not go stale
New models and capabilities land on the platform as they ship, with nothing for you to migrate. The thing you buy this quarter is not the thing you are stuck with next year.
Governance and compliance
Turn on the rules you are held to.
Compliance on Swa is configured, not assumed. You switch on the modules for the regulations that apply to a given workspace, and from then on every request is checked before it leaves.

Compliance modules
Twelve composable modules you switch on per workspace. Requests are inspected for PII, PHI, and PCI before they leave, and only eligible models see them.
Access and identity
People sign in with the identity you already use: Okta, Azure AD (Entra ID), Google, or any SAML provider. Roles are scoped per person and follow them onto every surface Swa runs on.
Records and audit
Off until you turn it on. Where a regulator expects a full trail you switch recording on for that workspace, and events are hash-chained, so a record that was changed can be spotted.
Data lifecycle
Close an account and the access, the live sessions, and the stored content go with it. Your data is never used to train the models.
One platform, many rulebooks
Different rules for every part of the business.
A clinical team and a finance team answer to different regulators. On Swa they run side by side under one platform and one bill, each with its own rules switched on.
Adoption
AI people actually use, because it comes to them.
Swa runs in Slack, Teams, the browser, on iPhone and Android, and over SMS. Same account, same rules, same bill, wherever your team opens it.

Agents built for the work a team really does
Not a general assistant that everyone has to figure out on their own. Agents are set up for a team's real jobs, run under that team's rules, and are billed on the same balance as everything else.
Adoption you can see, not guess at
The dashboard shows who has picked it up and who has not, team by team. Swa Quest turns the rollout into something people opt into rather than something IT has to chase.
Cost controls
Cost controls, not surprises.
Everything on Swa runs on one usage-priced balance, so finance gets one bill and one place to set the guardrails.
- One balance for everything. Every product, channel, and model draws on the same meter, with no per-seat fees to negotiate as you grow.
- Budgets and caps per team. Finance sets the limit, and the platform holds it.
- Each request priced and traceable to the person, agent, or automation that ran it.
- Right sized by default. Premium models when the work needs them, cheaper ones when it does not, without anyone having to choose.
Future proof
The platform keeps up, so you do not have to.
Models change every few weeks. Swa ranks them daily, adds new ones as they ship, and lets you turn one off without touching anything else.
- New models arrive on the platform, and your people keep the same workspace and the same sign-in.
- Turn a provider off and the work carries on. Nothing you built is tied to one lab.
- Quality ranked daily across public benchmarks, so the routing is not frozen at whatever was best the month you bought.
- You do not buy the platform twice. New capability lands in the same plan, on the same balance.

For IT service providers
Sell AI you can put your name on.
If you run IT for other companies, Swa is a product you can resell. Recurring revenue on every account you bring, services revenue for the work you do around it, and one console to run every customer you manage.
Recurring on usage
You earn a share of what every account you brought consumes, month after month, for as long as it runs.
Services around it
Agents, workflows, integrations, onboarding, adoption. The platform is the reason for the project, and the project bills at your rates.
Your own delivery
The engineers you already pay run on Swa too. Hours you win back on one customer are hours you can sell to the next.
Get started
See it running on your own workspace.
Bring one team on, switch on the rules that team is held to, and watch what it costs. That is a short conversation, not a project.


