For Enterprise
Let your agents run on real data Keep the controls your risk team requires
Agents deliver the most value on production data, and that is exactly where enterprises hesitate. IronShard removes the trade-off: agents get scoped, governed access to real data, and every action they take is enforced by policy and recorded as signed evidence. Autonomy your security team can approve.
Built for how enterprises run agents
- Managed agent credentials. Every agent gets its own credentials, scoped per bucket, prefix, or key, with optional IP and time-window restrictions. Policies are enforced at the storage layer on every request and can be updated without redeploying the agent. See AI Agent Storage
- Two MCP surfaces, one policy. Agents can spin up their own isolated sandbox buckets through the public Agent MCP server with no account or OAuth; those buckets stay separate from production until you adopt them into your tenant. Your production buckets are reached only through the production MCP server, with OAuth on every tool and organization-wide policy, audit, and credential management in one place.
- Real data, zero production risk. Agents work on a live, isolated copy of production and branch it for each task. Failures are discarded at zero cost; nothing reaches production without passing review. See Mirror and Branch
- Promotion gates you configure. Promote automatically when policy checks pass, or require human sign-off where your controls demand it. Both are audit-logged.
- Signed audit evidence. Every read, write, merge, and policy denial lands in an immutable, cryptographically signed log. When a regulator or customer asks what your AI did, the answer is exportable, not reconstructed. See Log
- Data residency and sovereignty. Data is encrypted, erasure-coded, and distributed across providers and regions you choose. No single provider holds a complete file, and data stays within the jurisdictions you pin it to.
Compliance by design
The controls regulated industries require are defaults, not add-ons: dataset lineage and versioning, immutable audit trails, residency controls, and an architecture engineered to meet GDPR and the EU AI Act. Full posture on the Compliance page.
Where it applies
Healthcare. Clinical and research agents work on current patient data in isolated branches, with an immutable record of what was accessed and what was produced.
Finance and legal. Agents on transaction records, case files, and models with per-agent scoping, tamper-evident audit trails, and evidence ready for review.
Public sector and sovereign workloads. Data pinned to national jurisdictions, no dependency on a single provider, and policy-enforced access for every agent that touches it.
Talk to us
Enterprise deployments start with a conversation about your data, your agents, and your controls. Book a call or open the console.