AI-Orchestration-as-SaaS

Why Building Your Own Orchestration Layer Is Expensive

Putting artificial intelligence into production takes more than a language model. It takes a layer that connects models, enterprise data, applications, identities, and security controls — and that runs reliably, every day.

Building that layer yourself ties up a platform team, demands permanent operational readiness, and must stand up to data protection and regulatory scrutiny at any time. For many companies that effort is out of proportion to the actual goal: using AI inside their processes. The orchestration layer is infrastructure — not a competitive advantage.

01

BUILD

Architecture, integrations, and a platform team of your own. Months pass before the first application goes live.

02

OPERATE

Availability, updates, model changes, and cost control. An ongoing duty, not a project.

03

PROVE

GDPR, the EU AI Act, and auditability require controls and documentation that grow with every use case.

Orchestration as a Managed Service

Identity & Access Management has already taken this path. Few companies still run their own identity infrastructure when they can consume it as a service. The same logic applies to AI orchestration.

JAIM provides the orchestration layer, connects it to your systems, and operates it for you. You keep control over your data, your permissions, and your use cases — without a platform team of your own. You book the layer, we run it. Your data stays yours.

What the Service Includes

The service covers every building block that sits between a language model and a working business process.

Model-Gateway
Model Gateway and Routing

A single point of access to all language models. Depending on the use case we integrate additional AI models without anything changing for your applications.

Data-Integration
Data Integration

Connectors to your business systems, documents, and knowledge sources. With targeted access instead of blanket permissions.

Workflow-Automation
Workflow Automation

AI steps become part of existing processes: trigger, enrich, decide, write back.

Identity-Integration
Identity and Permissions

Connected to your identity provider. What a user may not see in the source system, they will not see through the AI either.

Security-Guardrails
Security and Guardrails

Input and output validation, complete logging, protection against data leakage and prompt injection.

Monitoring-Cost-Control
Monitoring and Cost Control

Traceable usage and transparent cost per department, process, and model.

Who the Service Is For

The service is aimed at organizations that want to use AI in production without building the required platform themselves.

Companies without an in-house AI or platform team
Organizations moving from successful pilots into regular operations
Regulated industries with strict evidence and data protection requirements
Companies that need their AI costs to stay predictable

How We Work Together

Four steps from the first conversation to running operations.

01

Assessment

We clarify use cases, data sources, and permission and compliance requirements. The result is a binding scope.

02

Integration

We set up the layer, connect systems and identities, and take the first use case into production.

03

Operations

Availability, updates, model maintenance, monitoring, and support are handled by JAIM.

04

Evolution

Further use cases run on the same layer — without a new project setup.

The first production use case is usually live within a few weeks.

Build It Yourself or Consume It as a Service?

Both paths lead to an orchestration layer. They differ in who builds it, who operates it, and who is accountable for it.

Criterion Build in-house As a service
Time to first use case Months Weeks
Investment Upfront build and operating cost Predictable monthly cost
Staffing Your own platform and operations team No dedicated team required
Compliance evidence Produced and maintained by you Prepared and documented, included
New AI models Changes to your own architecture Included in the service
Scaling Your own capacity planning Grows with usage

Would you rather build the orchestration layer yourself? Then our consulting and development offering is the right path.

Go to AI Orchestration Consulting

Operations, Security, and Compliance

The service is built so that you can defend it in front of data protection officers, auditors, and regulators.

Operated exclusively in Frankfurt am Main, Germany
Strict separation of data and environments per customer
Encryption in transit and at rest
Complete logging of every AI access
GDPR compliant and EU AI Act ready
Quality management certified to ISO 9001

Frequently Asked Questions

What companies most often want to know before booking.

JAIM operates the orchestration layer: model access, connectors, guardrails, logging, and monitoring. Your systems, your data, and the authority over which use cases get built stay with you.

JAIM operates the entire service in Frankfurt am Main. Your data never leaves Germany. Data and environments are separated per customer and encrypted in transit and at rest.

No. Your content is processed solely to answer your requests and is never used to train models.

Yes. The service is vendor neutral by design. Depending on the use case we integrate additional models — including ones you provide yourself. The point of access stays the same for your applications.

That transition is anticipated. Configuration, workflows, and documentation are handed over, and we support your team through the takeover.

After the assessment we set up the layer and take the first use case into production. This usually happens within a few weeks.

Let us talk about how AI orchestration can move your processes forward

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Why Now?

The effort of operating and proving out your own AI platform grows with every new requirement. Consuming the layer as a service lets you start straight away with what actually matters: the use case.

You pay for usage, not for building.

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Book Orchestration Instead of Building It

Talk to us about your use cases. The initial consultation is free and without obligation.

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