Concrete use cases

AI agent use cases.
From inbox to support.

Pre-configured agents that do real work: sort emails, research leads, pre-fill forms, prepare support. On your data, sovereign and auditable.

Who it's for

From SMEs to regulated banks.

Pre-configured agents for companies of every size and industry, sovereignly hosted and fully auditable. From a free start to an enterprise rollout, billed by usage.

Banking and Finance

Regulated agents for review and reporting.

  • Pre-check KYC and AML
  • Regulatory reporting
  • In-house model

Insurance

Document-heavy application and claims work.

  • Pre-qualify claims
  • Extract policy clauses
  • Correspondence in your CI

Public Sector

Administration and citizen services, up to air-gapped.

  • Answers from regulations
  • Prepare dossiers
  • Fully on-premise

Healthcare

Sensitive data that never leaves the building.

  • Structure reports
  • Make knowledge findable
  • Data sovereignty kept

Legal and Law Firms

Research and document work on your files.

  • Search case files
  • Review contracts
  • Answers with sources

Industry and Manufacturing

Service, maintenance and technical docs.

  • Recommend spare parts
  • Evaluate work orders
  • Search manuals

Retail and Services

Customer support and internal ops automated.

  • Support around the clock
  • Answer emails
  • Internal knowledge search

SMB and Startups

The same platform, from CHF 0, without an IT team.

  • Live in 15 minutes
  • No coding
  • Usage-based

Concrete use cases

What an agent actually takes off your plate.

Examples from everyday work. Each agent runs on your real data, sovereignly hosted and traceable at every step.

Use Case

Morning inbox analysis

The agent reads your inbox and sorts it into replies needed, action required and tasks.

  • Important first
  • Deadlines caught
  • Drafts ready
Learn more
Use Case

Lead generation machine

The agent researches matching target companies, enriches contacts and prepares the first outreach.

  • Find target firms
  • Contacts enriched
  • Outreach ready
Learn more
Use Case

Form pre-filler

The agent knows your company forms and pre-fills them with the right user data.

  • Forms recognised
  • Fields pre-filled
  • Just review
Learn more
Use Case

Documents in your corporate identity

The agent generates presentations and PDFs automatically in your company corporate design.

  • PPT and PDF
  • Exact corporate identity
  • At scale
Learn more
Use Case

Pre-analyse support cases

The agent pulls the ticket from Matrix42 or Jira, finds solved reference cases and prepares the resolution.

  • Ticket from Jira
  • Reference cases found
  • Customer mail prepared
Learn more
Use Case

Service and maintenance

The agent evaluates past orders and manufacturer data and recommends the right spare part to the technician.

  • Spare parts by stats
  • Orders evaluated
  • Effort reduced
Learn more
Use Case

Customer support website widget

A widget answers questions about your company from your knowledge base, with guardrails against abuse.

  • On your knowledge base
  • Guardrails against abuse
  • Around the clock
Learn more
Trust and compliance

Built for oversight and audit.

100% Swiss data residency by default. Information security aligned with ISO 27001, designed for revFADP, GDPR, the EU AI Act, and DORA, independent of US hyperscalers.

Built by a team with over 50 years of combined experience in enterprise software, cloud, and AI (devs group GmbH and Codify AG).

Sovereign AI. For every discerning company.

On your use-case, in your environment, within a clearly defined scope. See measurable results within a few weeks.

Secure early access. No per-seat fees. No lock-in.