TRUSTED BY 200+ AI TEAMS
The production layer for AI agents.
Everything between your model and production — deployment, approvals, observability, usage, and security - in one layer you don't have to build.
Trusted Partners of AI Agents
Problems
Building AI agents shouldn't require an infrastructure team.
Features
Ship from any model, one command.
Bring OpenAI, Anthropic, Mistral, or your own behind a single interface. Deploy, version, and roll back without rewriting your agent.
Human-in-the-loop, exactly where you want it.
Gate the high-stakes actions - a production change, a data deletion, spend over a threshold
See every run, in real time.
Full traces on inputs, decisions, tool calls, and outcomes. Replay any run step by step and get alerted the moment behavior drifts.
Control spend before it surprises you.
Per-agent and per-team cost visibility with hard budgets, forecasts, and threshold alerts — capped long before the invoice.
Use Cases
Built for your stage.
The same five systems, packaged for where you are — whether you're racing to ship your first agent or running them across an enterprise.
How It Works
By the Numbers
Built to run at scale.
3.4M
Agent runs per month
99.99%
Production uptime
60%
Less infrastructure code
Days
To production, not months
Differentiation
Frameworks give you parts. Sublayr gives you production.
The gap between a library and a runtime — the difference between an agent that demos and one that actually ships.
Building it yourself
Every piece, built and maintained by your own team.
Wire up routing, retries, and state yourself
Build observability from scratch
No approvals or human-in-the-loop
No cost controls or budgets
Guardrails are your problem
Months to production
Building it yourself
The same layer, already built and running.
Wire up routing, retries, and state yourself
Build observability from scratch
No approvals or human-in-the-loop
No cost controls or budgets
Guardrails are your problem
Months to production
Integrations
Any model. Your whole stack.
Bring the model you want and connect the tools you already run — no rip-and-replace, no lock-in.
Testimonials
Trusted by teams in production.
What teams say after shipping their agents on Sublayr.
FAQs
Do I have to change my model?
No. Bring any model — OpenAI, Anthropic, Mistral, or your own — behind one interface.
Is this a framework or a platform?
A production runtime. You keep your agent logic; Sublayr runs it reliably, observably, and securely.
How fast can we go to production?
Days. Connect, configure approvals and budgets, deploy.
What about cost overruns?
Per-agent and per-team budgets, forecasts, and alerts cap spend before it surprises you.
Does it work with our existing tools?
Yes — Postgres, Slack, Stripe, GitHub, and more, out of the box.
Is our data safe?
SOC 2, GDPR, HIPAA. We never train on your data.
