startvisor.AI Governed AI operations
AIonicOS AiLoft

AI Advisory · AGENTIC Platform · AI Tactical Engineering

Sovereign AI agents. Auditable. Productive. In days.

startvisor.AI connects your existing systems, accountable owners, and controls in AIonicOS. AI Tactical Engineering turns them into a production-ready, traceable company operation.

Book a Discovery Call Inspect architecture and controls

Portfolio

One platform. Two access paths.

AIonicOS is the shared technical core. The right access path depends on the organization and operating model.

Agentic Platform · Enterprise

AIonicOS

Platform, business consulting, and AI Tactical Engineering for demanding enterprise workflows.

For real systems, accountable owners, approvals, and controlled operation.

Understand AIonicOS

Launchstack · Startups & SMEs

AiLoft Launchstack

€0 AIonicOS license fee

Access to the same AIonicOS core — including implementation and operation.

Paid separately

  • Hosting & environment operation
  • AI & model usage
  • Implementation & support
  • Base maintenance & improvement
Explore AiLoft

Example workflow · Procurement & quality

Procurement & quality

Supplier deviation to resolution

A reported supplier deviation must be traced to affected lots and purchase orders, then resolved with verifiable evidence.

  1. Existing sources

    • MES
    • ERP
    • QMS
    • DMS
    • Supplier portal

  2. Governed operation

    1. Correlate the deviation with material, lot, and purchase order.
    2. Block affected inventory and coordinate containment with the supplier.
    3. Check root-cause and effectiveness evidence and prepare the QMS case for approval.

  3. Approval & policy

    Human approval The quality owner approves the supplier response and inventory release.

    Policy gate The case remains open until cause, impact, and effectiveness evidence are complete.

  4. Verified outcome

    An approved corrective action with resolved inventory status and a complete QMS history.

    Approved corrective-action record in the QMS

    Documented block or release state for affected lots

  5. Measurement per run

    Run time, source coverage, approval status, exception rate, and AI usage are recorded per run.

First customer-specific configuration: within hours for a clear scope. Production release: after access, testing, and acceptance.

AIonicOS · live in operation

One platform for real company work.

Connects your systems, carries out defined work, and keeps sources, approvals, and outcomes traceable.

Inspect AIonicOS in detail
  • Live platform
  • Your systems
  • Controlled execution
  • Grounded knowledge
AIonicOS system overview showing the status of running platform services and controls.
Platform in operation Systems, agents, and controls in one running environment.
AIonicOS integration overview showing connected company systems and safeguards.
Your sources Connect the systems your company already uses.
RAG/CAG knowledge platform in AIonicOS showing controlled document intake and processing status.
Enterprise knowledge Our dedicated RAG/CAG service: extracted, checked, and evidenced with sources.
RAG/CAG · Technology behind the result

Our RAG/CAG core is a dedicated AIonicOS service: Mistral OCR 4 · Mistral Embed · hybrid retrieval · local reranking. It extracts approved document sets, can evaluate complex documents as a whole, and backs every answer with sources.

Product views use demo data; sensitive operating details are not included.

AI Tactical Engineering

From requirement to a production operation. In days.

Agents build in parallel. Documentation, tests, and controls emerge in the same engineering loop. Experts decide what reaches production. We build AIonicOS itself the same way — 100+ commits a week.

  • Days for a clearly scoped first production workflow
  • Minutes for updated specifications, diagrams, and runbooks — with human review
  • Continuous test, review, document, and preserve evidence
  1. Intent

    Sharpen the goal

    Outcome · Systems · Accountability · Acceptance

  2. Build

    Build in parallel

    Agents · Integrations · Tools

  3. Prove

    Prove in the loop

    Tests · Documentation · Controls

  4. Ship

    Go live with control

    Approval · Operation · Learning

Controls & company

Trust comes from states you can inspect.

Approvals and rights
Agent identity, permissions, policy, and human gates constrain every relevant action.
Run evidence
Source references, actions, approvals, exceptions, and results remain traceable for every workflow run.
Supported configurations
Deployment, source, and model options are described only for the configuration that is implemented and supported.

startvisor.AI · Hamburg

We combine product development and AI Tactical Engineering for companies, startups, and SMEs. The focus is production operations in the real system and accountability landscape.

Next step

Start with a Discovery Call.

In the Discovery Call, we clarify the business outcome, systems, accountable owners, and a realistic first path to production. Or simply have an initial conversation with our AI expert!

Book a Discovery Call Inspect architecture and controls