Private by default.
Auditable by design.
Agentic infrastructure on a plant floor is only useful if it can be trusted end-to-end. We ship with SLM-on-your-infra, read-only source connections, immutable audit trails, and a deployment model that works even when the internet doesn't.
Why small language
models, on your infra
Frontier APIs are fine for demos and wrong for operations: your tag schema, your SOPs, your batch records are not someone else's training data. We run small, specialized models on your hardware.
Your data never leaves
Small language models fine-tuned and served on your hardware. No egress, no SaaS round-trip. Works in fully air-gapped environments.
Your SOPs are not training data
We never fine-tune on client data outside the client's environment. Your tag schema, your batch records, your operator notes stay yours.
Read-only by default
Source connections to SCADA, MES, ERP are read-only. Write actions (work orders, schedule changes) flow through systems-of-record with full human-in-the-loop.
Built-in security
at every layer
Access & identity
RBAC integrated with your IdP (Okta, Azure AD, Google). Scoped tokens per agent. SCIM provisioning supported.
Audit & lineage
Every agent query, every data read, every generated artifact is logged with full lineage. Immutable, exportable, compliance-ready.
Human-in-the-loop
High-impact actions require explicit approval. Approvers see the full chain of reasoning, source evidence, and what the agent is about to do.
Deployment modes
On-prem, private VPC, or managed SaaS. Hybrid modes supported for data-residency constraints (e.g. EU plant + US HQ).
Model provenance
Every model's base checkpoint, fine-tuning dataset, and eval pass-rate is version-controlled in your infra. Swap models without re-auditing the platform.
Compliance alignment
Controls aligned with SOC 2 Type II, ISO 27001, and GDPR. Industry-specific postures for pharma (GxP), food (FSMA), and OT (IEC-62443).
Where your data lives
Aligned with the frameworks
your auditors know
SOC 2 Type II
Security, availability, and confidentiality — aligned controls and evidence packs.
ISO 27001
Information-security management system practices; policies, risk register, and review cadence.
GDPR
Data-subject rights, cross-border transfer posture, and processor/controller agreements.
GxP (pharma)
Electronic records, audit trails, and computer-systems-validation alignment (21 CFR Part 11 posture).
FSMA (food)
Traceability and recall-readiness workflows on top of MES batch records.
IEC 62443 (OT)
Segmentation-aware deployment for control-network zones and conduits.
Need a security deep-dive?
Share your controls checklist, regulatory context, and deployment posture. We'll walk through architecture, data flow, and evidence — and line them up against your auditor's expectations.