Persistent AI Runtimes
This capability is designed for forward-thinking enterprises implementing AI automation, autonomous agents and complex scheduled digital workflows.
KryoNex builds governed, secure and persistent execution environments where AI workers can operate continuously, securely accessing your internal business context without exposing it to the public internet.
Standard API calls to public AI models lose context immediately, making multi-step reasoning and long-running business tasks impossible.
Deploying autonomous agents without strict network boundaries and resource limits introduces significant security and cost risks.
Deploying Vector Databases and state stores that allow agents to remember past interactions.
Isolating agent runtimes so they can only access explicitly authorized internal databases and APIs.
Building the event-driven triggers that wake agents up to perform scheduled or reactive tasks.
Implementing rate limits, human-in-the-loop approvals and audit trails for all agent actions.
A time-boxed pilot to prove an agent can safely execute a specific business workflow within your boundaries.
A full-scale engineering project to build and deploy the complete agent execution environment.
Ongoing management of the underlying vector databases, sandboxes and orchestration tools.
We implement specialized vector databases and memory stores that allow AI agents to maintain context over days or weeks of operation.
We deploy agents within isolated network boundaries, ensuring they only access approved internal APIs and databases.
We document the exact decisions, API calls and context the agent will need to succeed.
We create the isolated Virtual Private Cloud (VPC) and configure strict Identity and Access Management (IAM) roles.
We deploy the Vector Database and ingest the initial semantic context required for operation.
We deploy the agent in a shadow-mode or human-in-the-loop configuration to verify safety before full autonomy.
Unlike traditional SQL, vector databases allow agents to instantly retrieve the most semantically relevant historical context for their current task.
Isolating the execution environment prevents a compromised or hallucinating agent from executing malicious code or accessing unauthorized systems.
Enabling persistent state allows agents to pause workflows, wait for human approval and resume multi-day processes without losing their place.
We do not just write prompt chains; we engineer the enterprise-grade infrastructure required to make those prompts safe and persistent.
We approach AI agents with a zero-trust mindset, ensuring they are bound by the exact same network security rules as human employees.
We implement strict rate limiting and circuit breakers to prevent infinite loops from generating massive API bills.
All agent environments are deployed into dedicated, isolated subnets with no unmonitored egress to the public internet.
We rigorously audit and map every API endpoint the agent is permitted to call.
We actively test circuit breakers to ensure run-away agent processes are terminated immediately.
You need to automate complex, multi-step digital workflows that require persistent state and strict security boundaries.
You only need a simple, stateless chatbot or a basic LLM wrapper for internal employee Q&A.
We deploy agent runtimes in isolated Virtual Private Clouds (VPCs) or highly secure on-premise environments to protect proprietary business logic.
We design strict policy enforcement layers. Agents must request permissions for critical actions and all API interactions are logged and rate-limited.
We engineer environments compatible with modern agent frameworks, ensuring flexibility as AI technology evolves.
Skip the generic sales calls. Speak directly with a KryoNex Solutions Architect to map your current architecture, identify engineering bottlenecks and design a scalable path forward.
Review your current tech stack and bounded contexts with a senior engineer.
Establish realistic milestones, engineering phases and capacity requirements.