Run Hyperstruck inside your walls

Enterprise procurement always comes back to the same question: where does our data live, and who can touch it? Since the last issue, Hyperstruck ships as a self-hosted, single-tenant deployment. Your agents, your learnings, and your audit trail stay inside your perimeter. Because the platform runs where you already operate, agents can reach the internal systems that make Experience actually useful.

Your data stays where your security team expects it

Hyperstruck now deploys inside your own environment as a dedicated instance for your organization. No shared tenancy, no ambiguity about residency. Security and compliance teams get the isolation they need to move from pilot to production with confidence. Because it runs on your network, agents can connect to the internal services, databases, and workflows that a hosted deployment cannot always reach. The learning layer compounds against your real operating context, not a generic sandbox.

Agents now remember what's true, not just what worked

Hyperstruck agents always carried lessons about how to work. They now keep a separate record of what's true about the entities they touch: a customer's billing terms, a vendor's rate limits, a partner's fiscal calendar. When a task names Acme, agents start knowing Acme instead of probing from scratch every run.

The lesson shelf got sharper at the same time. Rules start narrow and widen only as cross-run evidence proves they belong at a broader scope. When two lessons disagree, the system resolves the conflict instead of letting contradictions pile up. Less rediscovery, fewer stale hunches, memory that earns trust in production reviews.

See exactly what your agents learned, and why they trust it

Shipping agents is easy. Trusting what they remember is hard. A new audit workspace lets leaders inspect what each agent has learned, trace the evidence behind it, and browse an organization-wide library of shared lessons. When a workflow takes an unexpected turn, you can open the record instead of guessing. That is how you move from "the agent said so" to something you can defend in a review.

Production-grade boundaries between teams and agents

As agents touch real customer data and consequential actions, access cannot be an afterthought. Hyperstruck now enforces per-agent permissions on runs and sessions, scopes what each team's agents can see, and blocks high-stakes actions when the underlying facts are wrong or missing. Combined with a production dashboard wired to real usage and billing, you can run agents in anger without crossing wires between teams.