So that your AI does what it's supposed to
0% HYPE, 100% Measurable success
With TRUSTR, you have AI under control in your business. Develop, operate, and optimize custom, trusted AI agents and workflows that seamlessly deliver measurable added value within your processes. All with full control over behavior and costs, as well as data and technology sovereignty.
- Full AI control
- Measurable ROI instead of hype
- Sustainable value creation
How much added value does AI create in your company?
Developing AI applications is no longer a problem. Almost every company has tools, models, and at least a rough AI strategy. Nevertheless, less than 10% of all AI projects* achieve a demonstrably positive ROI. AI doesn't fail because of the technology – but because of its operation.
When AI needs to move from demo to everyday life
Many AI applications seem impressive at first glance. However, in regular operation the familiar problems quickly become apparent:
- erroneous or incomprehensible expenditures
- Uncertainty regarding technical and organizational responsibility
- high effort due to manual control and post-processing
- lack of transparency regarding quality, costs, and benefits
- no systematic way to optimize AI in a targeted manner
- strong dependence on one large AI provider or numerous niche providers
The result: The expected added value is outweighed by effort, complexity, risk, and uncertainty.
With TRUSTR, you have your Agentic AI under control.
TRUSTR is the platform for Enterprise AI Operational Control. With TRUSTR, you develop, operate, and optimize custom AI agents and AI workflows, that are deeply integrated into your real-world business processes – securely, in a controlled manner, and measurably.
You retain control over:
- Behavior of your AI automations
- Quality and consistency of results
- Costs and resource allocation
- Risks, responsibility, and compliance
This is how you avoid shadow AI and create the basis for sovereign and responsible AI use in your company.
Control instead of AI chaos
Trustworthy AI is technically and organizationally demanding.
TRUSTR consistently reduces this complexity and takes over key technical challenges such as:
- Hallucination and error management
- Structured feedback loops
- Context engineering
- Deterministic and traceable outputs
This allows your teams to focus on value and optimization – not on technical details.
Measurable benefits instead of gut feeling
With TRUSTR, you make the value contribution of your AI transparent.
Integrated dashboards and monitoring functions provide complete transparency across standardized and process-specific KPIs – from performance to business impact.
Our systematic coaching program also ensures that AI is used precisely where it generates the greatest possible economic benefit.
Naturally compliant with regulatory and normative requirements such as:
- EU AI Act
- GDPR and data protection standards
- DIN / ISO 42001
Warum unsere KI für Ihre R&D?
Maßgeschneidert
Automatisierung, die Ihnen wirklich hilft. Maßgeschneidert und optimiert für Ihren Anwendungsfall – von den KI-Modellen unter der Haube bis Frontend und Softwareschnittstellen.
Performant
Unser M-CORE ist das Herzstück unserer KI-Applikationen. Durch ihn verstehen unsere KIs schnell, was Sie brauchen und werden besonders treffsicher.
Sicher & Normkonform
Mit unseren Lösungen sind Sie auf der sicheren Seite – egal ob R&D-relevante Standards, EU AI Act oder dem Schutz Ihrer wertvollen Daten. Jederzeit.
Und so funktioniert es...
Schritt 1
Reden wir
Während unserer kostenlosen und unverbindlichen Beratung ermitteln wir gemeinsam, ob unser KI-Ansatz für Sie sinnvoll ist. Wir nehmen uns so lange Zeit, bis wir Ihre Anforderungen wirklich verstanden haben und stimmen uns mit allen Stakeholdern ab.
Schritt 2
KI-Entwicklung
Beeindruckend schnell entwickeln wir Ihre maßgeschneiderte KI-Applikation 1.0 mit unserer Plattform M-CORE. Ihre Applikation ist nun einsatzfähig und wird ab jetzt sowohl weiterentwickelt als auch selbstständig dazulernen.
Schritt 3
Betrieb und Support
Wir machen den langfristigen Erfolg einfach für Sie. Dazu geben wir Ihren R&D und IT-Teams alles mit, was sie für den dauerhaften erfolgreichen Betrieb brauchen. Gerne übernehmen wir Support- und Betrieb nach Bedarf.
What others say ...
Head of Digitalization, medium-sized industrial company
Ihre neue R&D KI-Applikation ist...
Maßgeschneidert
Eine hochspezialisierte KI-Applikation, die genau das tut, was Sie in Ihrem Entwicklungsprozess brauchen.
Präzise
Unsere spezialisierten, „kleinen“ KIs geben nachweislich bessere Antworten als große, allgemeine Modelle.
Schnell
Durch unseren M-CORE und eine agile, ergebnisorientierte Arbeitsweise haben Sie Ihre Lösung richtig schnell.
Vertrauenswürdig
KIs machen Fehler. Unsere auch. Unsere Algorithmen minimieren diese – und erkennen Sie, falls es doch passiert.
Flexibel
Jeder R&D-Prozess ist anders. Deshalb bekommen Sie von uns an Ihren Prozess angepasste Tools – nicht umgekehrt.
Sicher
Wir unterstützen Sie im Betrieb, beim Schutz Ihrer Daten und bei der Erfüllung aller gesetzlichen und normativen Vorgaben.
Frequently Asked Questions
Is TRUSTR a product, a platform, or a service?
TRUSTR is a platform.
More precisely: an enterprise platform for the operational management, control, and optimization of AI within a company.
TRUSTR provides the technical foundation fordeveloping, securely operating, monitoring, and continuously improving customized AI agents and AI workflows – integrated into real business and development processes. The platform combines functions for monitoring, KPI measurement, quality and cost control, and risk and compliance management.
TRUSTR is complemented by accompanying services, such as enablement, coaching, and initial implementation. These services are not the product itself, but rather support companies in leveraging the platform's full potential.
In short:
TRUSTR is a platform – not just a tool or a traditional consulting service – that can be effectively supplemented with services as needed.
For which companies is TRUSTR suitable - and for which is it not?
TRUSTR is suitable for companies, that want to integrate AI permanently, in a controlled and measurable way into their real-world business or development processes. TRUSTR is particularly well-suited to medium-sized and larger organizations with structured processes, clear responsibilities, and a commitment to quality, security, transparency, and compliance – especially in industrial, engineering, or regulatory environments.
TRUSTR is aimed at companies that:
- want to go beyond mere AI experiments,
- need to demonstrate the business value (ROI) of AI,
- and understand AI as a business-critical system.
TRUSTR is not suitable for companies that:
- want to use AI exclusively for short-term demos, testbeds, or proof-of-concepts,
- can cover highly unstructured use cases with generic chatbots or simple automation tools,
- or have no need for control, measurability, or long-term operation.
In short:
TRUSTR is for companies that want to seriously implement AI – not just try it out.
Which AI applications can be developed and operated with TRUSTR?
With TRUSTR companies can develop, operate, and continuously optimize customized AI agents and AI workflows – wherever AI supports specific business or development processes.
Typical application areas include:
- process automation in development, engineering, service, quality, or purchasing
- Knowledge and decision support based on internal data (e.g., analysis, evaluation, and decision preparation)
- AI-supported assistance systems for specialist departments instead of generic chatbots
- Quality, testing, and plausibility checks in safety- and regulatory-related processes
- Optimization and monitoring agentsthat continuously measure and improve processes
The key point:
TRUSTR is not limited to predefined use cases. The platform is designed to enable customized AI applications that are deeply integrated into existing processes, operated in a controlled manner, and optimized measurably using clear KPIs.
This makes TRUSTR particularly suitable for AI applications that need to run permanently, securely, transparently and add value in everyday business – not just for short-term experiments.
Why shouldn't I just use Zapier, n8n, or one of the other well-known solutions?
Tools like Zapier, n8n, or Make are well-suited for implementing simple, event-driven automations between SaaS systems – for example, forwarding data or connecting routine tasks.
However, TRUSTR addresses a different problem.
When AI is deeply embedded in critical business processes traditional automation tools quickly reach their limits:
What Zapier & Co. don't offer:
- No systematic control of AI behavior, quality, and costs
- No KPI-based measurement of effectiveness and business value
- No continuous optimization of AI logic and decision-making
- No integrated handling of risks, responsibility, and compliance
- Not suitable for regulatory, security, or quality-critical processes
- Limited transparency and auditability during operation
What TRUSTR offers instead:
- Development and operation of individual AI agents and workflows
- A central operational control level for AI (Enterprise AI Operational Control)
- Continuous monitoring, KPI measurement, and optimization
- Controlled, traceable, and compliant AI deployment
- Deep integration into real business processes instead of a chain of tools
In short:
Zapier & Co. automate tasks. TRUSTR operates AI as an enterprise system.
For simple automations, classic no-code tools are suitable.
However, as soon as AI is to be used sustainably, measurably, and responsibly within a company, a solution like TRUSTR is required.
Do we need to have a comprehensive AI strategy before we can use TRUSTR?
No. You don't need a fully developed AI strategy to get started with TRUSTR.
TRUSTR is intentionally designed to allow companies to pragmatically and gradually adopt AI in production. Instead of months of strategy definition, you begin with concrete processes where AI can deliver clearly measurable added value. The necessary structure, control, and measurability emerge in practice, not on slides.
If an AI strategy already exists, TRUSTR supports its implementation in everyday operations.
If not, TRUSTR helps you develop a sound, practical AI approach based on real-world use cases – including clarity about benefits, risks, responsibilities, and scalability.
In short:
TRUSTR doesn't replace thinking – but it does replace endless preparatory work.
You start with a meaningful use case and develop your AI strategy where it belongs: in practice.
Do we need an internal AI team or data scientists?
No. Getting started with TRUSTR doesn't require your own data scientists or a specialized AI team.
TRUSTR is designed to empower business units, development teams, and IT to work together effectively. The platform abstracts away many of the complex technical tasks and provides clear structures for developing, operating, monitoring, and optimizing AI agents and workflows.
This means:
- Business units can use AI in a process-oriented and targeted way,
- IT retains control, security, and integration,,
- AI expertise grows gradually within the company instead of being a prerequisite from the outset.
If you already have data scientists or AI experts, they can be seamlessly integrated into TRUSTR. If not, we support you with enablement and coaching programs to build internal expertise in a targeted manner.
In short:
TRUSTR significantly lowers the barrier to entry for productive AI – and makes AI usable, even without a dedicated AI team.
Can TRUSTR be introduced gradually (pilot → scaling)?
The approach is deliberately pragmatic:
- One process → one AI agent → measurable added value
- Quick start without a major project
- Early transparency regarding benefits, effort, and risks
- Controlled scaling to other processes, teams, or departments
This allows you to gradually build trust, expertise, and acceptance – both technically and organizationally. TRUSTR grows with your needs and supports the transition from individual AI applications to company-wide, controlled AI adoption.
In short:
You don't have to implement "everything at once." TRUSTR enables a secure start and predictable scaling.
How does TRUSTR support the requirements of the EU AI Act?
TRUSTR was designed to support the core requirements of the EU AI Act both technically and organizationally – not as an afterthought, but as an integral part of ongoing AI operations.
The platform helps companies, in particular, with:
Risk-based AI governance
AI agents and workflows can be clearly classified, monitored, and operated in a controlled manner – tailored to their risk profile.Transparency & traceability
All relevant decisions, inputs and outputs, and system states are recorded in a traceable and auditable manner.Human oversight
TRUSTR enables defined intervention points, approvals, and escalations for business-critical or sensitive decisions.Quality, performance, and drift monitoring
Through KPI-based monitoring, companies can identify deviations, errors, or undesirable behavior early on.Technical and organizational measures (TOMs)
Security, access controls, role models, logging, and data sovereignty are firmly embedded in operations.
Importantly:
TRUSTR does not replace legal assessment, but it creates the operational foundation for implementing EU AI Act requirements efficiently, robustly, and sustainably – without governance drama or manual rework.
In short:
The EU AI Act requires verifiable AI operations. TRUSTR delivers the technical reality for this.
Can TRUSTR be operated on-premises or in a private cloud?
Yes. TRUSTR can be operated on‑premises, in a customer-owned cloud or in a hybrid environment – depending on your security, compliance, and infrastructure requirements.
The platform is intentionally designed to:
- full data sovereignty enabling
- adapt to existing IT, security, and operating models,
- and be deployed in regulated or security-critical environments.
This makes TRUSTR particularly suitable for companies that:
- need to protect sensitive corporate or development data,
- want to reduce their reliance on public cloud providers,
- or need to comply with regulatory requirements regarding data storage and access.
We would be happy to assist you in selecting the appropriate operating model and implementing it technically.
In short:
TRUSTR adapts to your infrastructure – not the other way around.
What happens when we run multiple AI applications in parallel?
TRUSTR is designed precisely for this scenarioThe platform enables the parallel operation of multiple AI agents and AI workflows without compromising overview, control, or quality.
All AI applications run through a central operational control layer. This means:
- Central transparency across all AI agents and workflows
- Separate or shared KPIs for each application, process, or area
- Clear responsibilities and access rights
- Monitoring of quality, costs, and risks for each AI application
- Auditability and traceability, even with a growing number of use cases
As the number of AI applications increases, TRUSTR scales in a controlled manner – instead of creating chaos. New AI agents are not built in isolation but integrated into an existing control, monitoring, and optimization model.
In short:
TRUSTR transforms parallel AI applications from a risk into an advantage – through centralized control, clear structures, and measurable scalability.
What support does Mingabyte offer for getting started and operating the business?
Mingabyte supports you throughout the entire lifecycle – from initial implementation to the stable, scalable operation of TRUSTR.
To get started, we help you:
- identify suitable processes and use cases,
- define a clearly defined starting point,
- and gradually integrate TRUSTR into your existing organization and IT infrastructure.
We rely on a pragmatic, use-case-driven approach rather than lengthy preliminary studies or strategic concepts.
During ongoing operations, we offer:
- Enablement and coaching programs to empower business units and AI teams,
- support with monitoring, KPI definition, and optimization of your AI applications,
- consulting on security, governance, and compliance issues (e.g., the EU AI Act),
- and, if needed, operational support from our engineering and R&D experts.
Importantly:
Our goal is empowerment, not dependency. We help you build internal expertise and use TRUSTR independently – with clear points of contact, transparent collaboration, and predictable support.
In short:
Mingabyte is not just a tool provider, but a partner for controlled AI operations.
How much does TRUSTR cost?
TRUSTR is priced based on usage and requirements. Costs depend on the integrations, compliance requirements and the scope of consulting and support needed.
Instead of flat-rate licensing models, we use a modular pricing model that is tailored to your actual use case:
- Number and type of AI applications (agents & workflows)
- Scope of monitoring, KPI tracking, and optimization
- Integration and operational requirements (on-premises, cloud, hybrid)
- Support, enablement, and coaching services
This ensures that you only pay for the actual added value – not for features you don't use.
Typically, customers start with our 3-month tryout package at a particularly attractive fixed price and scale TRUSTR gradually as their needs grow.
We would be happy to create a transparent, customized offer, that fits your goals and processes.
Gesslerstrasse 15 | 80689 Munich
T +49 89 327 998 50 | E info@mingabyte.de
