Static and oversized access. In critical systems, this has real consequences.
Poorly defined permissions
The agent can modify or delete data without anything stopping it before it happens.
Actions without validation
Network jumps between the model and your systems negate the operational advantage you were looking for.
Latency that penalizes
Token consumption scales without visibility. AgentHarness puts control in FinOps' hands before spending escalates.
Uncontrolled costs
/ The challenge
When an agent acts on production systems, four problems appear that are not in the proofs of concept.
CTOs
Deploy agents on your enterprise APIs without redesigning your architecture. Clean integration into your AWS environment. No black boxes.
No vendor dependency at the control layer.
CISOs
Every agent action undergoes explicit validation before execution. The agent inherits the exact permissions of the user who invokes it. Active defense against prompt injection from day one.
Compliance
Auditable evidence of every decision, action, and control. Designed to facilitate compliance with Articles 12, 13, 14, and 15 of the European AI Act. Available from the first deployment.
FinOps
Token control per operation and cost visibility before scaling. AI projects with predictable budgets and return on investment traceability.
/ For your team
A decision that impacts the entire organization.
Full traceability of decisions and actions. AI Act audit-ready from initial deployment.
Regulatory evidence
/ 06
Decoy tools in the context of the agent. If someone attempts to manipulate the LLM, the system detects the breach and immediately cuts off access.
Active Cyber Defense
/ 05
AWS Cedar blocks anomalous requests in milliseconds, before they reach your API.
Preventive lockdown
/ 04
The deterministic layer between the agent and your systems. Validation, rate limiting, and immutable logs in CloudWatch.
Agentcore Gateway
/ 03
Everything in your AWS environment. Dynamic delegated identity via IAM. No-code gateway. Orchestration with Strands SDK on Bedrock.
Your cloud, your control
/ 02
Model Context Protocol connects the agent to your tools in a structured and auditable way. No proprietary integrations.
Open Standard
/ 01
Built for environments where failure is not an option
/ Architecture and security
