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Industries

Built for the work your industry actually does

The platform is the same everywhere. What changes is which capabilities matter most — audit depth in financial services, data residency in healthcare, throughput in retail.

Financial Services

Client onboarding, KYC evidence gathering and relationship management under a full audit trail.

  • Every agent action recorded against an immutable audit log
  • Retention policies and legal hold enforced per record
  • Client data isolated at the database layer, not just the application

Healthcare & Life Sciences

Referral intake, documentation and care coordination without moving data between disconnected systems.

  • PII registry with field-level classification
  • Consent records tracked as first-class data
  • Configurable data residency and retention

Manufacturing & Logistics

Supplier communication, quoting and exception handling across sites and time zones.

  • Workflows that wait on approvals without losing state
  • Dead-letter queues so failed jobs surface instead of vanishing
  • Integrations to the systems that already run the floor

Professional Services

Proposals, engagement delivery and knowledge reuse across every client account.

  • Knowledge base agents search across past engagements
  • Meeting capture that turns into structured follow-up
  • Per-client permission boundaries

Retail & E-commerce

High-volume customer conversations, order exceptions and supplier coordination.

  • Multi-channel inbox with AI triage and drafting
  • Sustained throughput measured at ~3,300 requests/second
  • Workflows triggered by events rather than polling

Energy & Utilities

Field coordination, compliance reporting and long-running approval chains.

  • Scheduled work runs exactly once across every replica
  • Approval gates that pause a workflow safely for days
  • Full run history for every automated decision

Real Estate & Construction

Pipeline, tenant and subcontractor communication, and document-heavy processes.

  • Attachment pipeline with virus scanning and text extraction
  • Structured records linked to source documents
  • Automated follow-up on stalled deals

Education

Admissions, student services and staff workflows on shared institutional knowledge.

  • SSO and SCIM provisioning against your directory
  • Role-based access down to individual permissions
  • Knowledge retrieval grounded in your own material

Public Sector

Case handling and citizen correspondence where every action must be accountable.

  • Exportable audit history for oversight requests
  • Self-hostable deployment topology
  • No customer data used for model training, ever

Not seeing your industry?

These are where we have the most experience, not the limits of the platform. Tell us what your team does and we'll tell you honestly whether it fits.

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