AI-Ready Data System
Preparing scattered business data for AI-driven reporting
Key Results:
- Structured data from 50+ brands
- Secure AI access to data
- Data-driven decision-making
AI Readiness Service to Prepare Your Setup Ready Before AI Touches Data
Your AI solution will be as effective as the setup you prepare beforehand. We structure the data AI needs, connect your systems through controlled access, and add the operational and security mechanisms your use case requires.
When You Need AI Readiness
- AI has been tested, but the results are still too hit-or-miss for practical business use
- Your systems contain the data AI needs, but you can’t rely on that data yet
- Someone on your team still has to clean records and reconcile data across systems
- You need to know exactly what AI can access, what it can change, and what happened afterward
- AI answers can be wrong because your ERP, CRM, and other systems don’t use the same data definitions
- Your team wants AI assistants or agents inside existing systems, but there is no safe way to link them
Our AI-Readiness Focus Areas
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AI Integration & Access Layer
Connect an AI tool straight to an ERP or CRM, and any mistake it makes lands in live records. Forbytes puts APIs and MCP between the AI tools and your core systems. Each connection has a clear contract that states what it is allowed to do. Your agents work with business systems, and the contracts keep them from reaching further than that.
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Trusted Data Layer
The answer AI gives depends on which system it reads, because the same customer or order can mean something different in each one. Forbytes pulls the required data together and normalizes it, then defines what each table and field means. The AI gets business data it can interpret correctly to provide accurate, data-driven answers.
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Operational Controls
Without operational control, AI can make changes that are hard to trace or undo. Forbytes adds audit trails, monitoring, and rollback mechanisms so the team can see what happened and recover when an action goes wrong. This gives you a way to track AI activity, reverse changes where possible, and require approval where they can’t be undone.
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Security & Access Control
AI should not get more access than the person who asks it to do something. Forbytes applies user-level permissions, masks sensitive data, and routes high-impact actions for human approval. Your existing access rules stay in place while AI works with the systems behind them.
What You Can Achieve by Modernizing Legacy Software
| Legacy Modernization Benefit | Impact on Your Business |
|---|---|
| Shared data structure across business systems | AI uses consistent business data, reducing manual reconciliation |
| Defined interfaces between AI and core systems | New AI apps integrate with existing software and speed up business answers |
| Clear limits on AI access | Sensitive data stays protected by access controls, reducing AI rollout risks |
| Monitoring and audit trails | Teams can see where an AI action came from and what happened afterward |
| Controlled approval points | AI does not make high-risk changes without a person checking them |
| Rollback mechanisms for critical operations | Mistakes can be corrected without undoing unrelated system activity |
Our Focus Industries
Real Client Results
AI-Ready Development Teams
Diving into how Forbytes devs operate inside AI-ready teams
Key Results:
- 90% of code written with AI
- 25-40% productivity gain achieved
- Unified AI-driven workspace
Advanced BI Platform for NoWaste
Unifying warehouse data for accurate billing and faster reporting
Key Results:
- Up to 100% financial data consistency
- 100% of services accurately billed
- Reports generated in seconds
Our AI Readiness Process
AI-readiness discovery sessionExamining your existing systems and the business problems or questions your AI use case needs to solve.
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Fixed-price AI-readiness assessmentAssessing the project scope, ending with use case gaps, architecture, estimate, and a go/no-go recommendation.
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AI readiness implementationImplementing the required data layer, system connections, operational controls, and access rules.
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Use cases & business questionsExploring what the AI has to answer or do and which business systems it needs to access.
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Working AI-readiness pilotDesigning the AI setup, testing it on real data in a limited workflow, and measuring answer accuracy.
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Regular monitoring & re-testingChecking results against your business needs and adjusting the setup as your requirements change.
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AI Readiness Built Around Your Current Systems
Forbytes works with your existing systems, on-premises or in the cloud, and any preferred AI model or platform
AI does not get to set its own access rules: your systems enforce permissions, masking, and approvals
We test the setup against real business questions to verify its accuracy before wider deployment
Fill in the Form to Share Your Setup and Data: We’ll Arrange a Tailored AI Readiness Assessment
Book a Call
FAQ
Is AI Readiness the same as adding an AI model to our existing stack?
No. Adding a model is only one part of the setup. It still needs reliable data and a controlled way to work with your systems. AI Readiness covers those gaps, such as inconsistent data, system access, permissions, and controls around AI actions.
Do we need to choose an AI use case before starting AI Readiness?
You need a business goal, not a finished use case. In the first steps, we help you narrow it to one to three specific use cases and the questions AI must answer.
How is AI Readiness measured if there is no general definition of “AI-ready”?
We measure it against the use case you have chosen. For example, if AI needs to answer questions about sales, we check whether the relevant data is consistent and properly defined. We also check how AI will access that data and what it’s allowed to do with it.
Do we need to use a specific AI platform or model for AI Readiness?
No. You can use the AI platform or model you already have. We also work with different cloud and on-premises setups. The point is to make your existing systems usable for the AI work you have planned instead of forcing you to change your setup.
Is putting all our data into one warehouse enough to make it AI-ready?
No. If you unify all your data in one place, it still does not fix conflicting formats or unclear definitions. One system might call something an “order” while another uses the same word differently. We sort out those differences and document what the relevant data means before AI uses it.
Let's Get in Touch
Forbytes created an app that allowed users to quickly measure themselves to be fitted for custom shirts. As a result, we could increase our speed, quality, and shirt output per week. Forbytes was dedicated to delivering a solution that accurately addressed our needs.
Forbytes’ engineers and team leads worked as part of our RnD group and were directly managed by our company directors. They were both proactive and adaptable, qualities that perfectly match our needs in our fast-growing and constantly evolving environment.
Forbytes has a strong process-oriented way of leading the company, with good respect for themselves and their managers. They made a choice not to become too big but build slowly on more qualified people, which is paying off.
Niklas Hammar
COO & Business
Development at Offerta.se
Our e-commerce site saw online inquiries and orders rise after working with Forbytes. The team used top-notch expertise to inform their suggestions and improvements. Constant communication, quick responses, and prompt delivery made for a smooth and enjoyable collaboration.
The Forbytes team was very professional and demonstrated a great understanding of the business aspects. All tasks were completed above expectations. Their experts were always available, and we never needed to wait for a response or a suggested solution.
