Over the past year, many enterprises have gone all in on AI experimentation. They implemented bleeding edge models, gave employees limitless token budgets, and attempted to create a workforce of citizen developers. This approach produced a fleet of fragmented agents built in silos, optimized for no one, and deployed only where the most technical employees could reach them.
Today, anyone can tag Claude in Slack to build an agent. The challenge is moving from one-off experimentation to measurable business impact.
Runlayer enables enterprises to build, optimize, and run secure agents across the entire workforce. With agent security built-in from the start, performance and cost continuously optimized, and agent deployment paths to meet your users where they already work, Runlayer Agents set your business on the golden path to AI transformation.
“We started with a handful of agents and kept building. 37 agents later, our GTM team has them running our account research, our CRM updates, our meeting follow-ups. What gave us confidence to open the floodgates was knowing every agent had guardrails built-in. With Runlayer, the easy path for our people was also the safe path.”
David Promisel, Founding Engineer at Outtake
Ship powerful agents with security baked in
Building agents that are both highly capable and secure usually feels like a tradeoff. Users either build something useful with unconstrained access, or lock it down and gut the functionality. Runlayer doesn’t make you choose.
Runlayer Agents are easy to build and configure. Anyone can describe the agent they want in natural language, and Runlayer builds it for them. Runlayer Agents are highly configurable, you can:
- Align the right model to the task
- Enable the agent in Slack or Microsoft Teams with one click
- Set the agent to trigger automatically from events, webhooks, or a defined schedule
- Attach the right MCPs, skills, and subagents up-front
- Enable or disable agent memory, code mode, web browsing, and automatic self-healing
What you gain in power and configurability, you also gain in security. Every Runlayer Agent gets its own identity, access controls, and deterministic policies baked in at creation. Every agent session is logged, and risky behavior is appropriately alerted or blocked per Runlayer’s runtime security models.
With Runlayer, the fastest path to a powerful agent is also the safest one.
Optimize agent performance for intended use
To drive true business transformation, agents need to be continuously tested and optimized in-context of their intended use. One model isn’t best for every task, and global budgets lose the nuance of when higher investment is justified for more meaningful outcomes.
Runlayer Agents ship with individual run limits and budgets, so admins can align spend to the use case. Automated alerts let you know when you’re close to budget thresholds or when a scheduled run failed to trigger, so your users can keep building.
Structured offline evals provide an easy way to test different models and harnesses, so you can find the right combination of power and spend. Replay finished agent runs with simulated tool calls, to emulate realistic use without testing in production.
Runlayer makes it easy to continuously improve agent performance, so you can drive tangible business outcomes.
Deploy and run agents where users already work
To truly drive business value through AI, agents must be easy to discover, implement, and incorporate into daily work. Runlayer accomplishes this with:
- A central catalog you can populate with approved agents, organized by department and use case
- The ability to enable agents in Slack or Microsoft Teams, so users can treat agents like any other teammate
- Per-agent triggers through a schedule, event, or webhook to set Runlayer Agents up to run autonomously
Intelligent deployment paths turn AI strategies into measurable transformation.
Make the safe path the golden path
Enterprises shouldn’t have to choose between shipping agents fast or knowing those agents are secure. When the easy path is also the safe path, adoption follows naturally. Runlayer Agents are powerful, secure by design, and easy to use. See why leading enterprises like AngelList, Gusto, and Opendoor trust Runlayer to facilitate their AI strategy across the workforce → book a custom demo.
