AI Use Case Productization
We take the solution from pilot to daily use, and stay responsible for it afterwards.
What makes us different?
We stay after the pilot
We don't stop at the demo: we take the solution all the way to daily use and stay responsible for it afterwards.
At home in enterprise environments
For decades we have worked alongside banking, telecom and energy systems, and we know their strict requirements.
We build by the rules
We build AI Act considerations and human oversight in from the design stage.
In short
AI Use Case Productization is United Consult's productization service, building a proven AI solution into daily operations. We integrate it with existing systems, build stable operation and performance monitoring, define human approval points and prepare the regulatory documentation.
From demo to daily use
We build the proven solution into your daily processes, stable, supervised and compliant, and can take over its operation if you wish.
When is it needed?
Successful experiments keep coming and the numbers look good, yet none of them has become a daily tool. The question is whether they can handle full load, and the IT team worries that supervising yet another system will land on them.
How we work
We integrate the solution with your existing business systems, build stable operation, set up continuous performance monitoring and define the points where a human approves the decision. Operational and regulatory documentation is prepared too.
Where can it be used?
Forecasting in the planning system
Demand or inventory forecasts appear right where planners work.
Assistant alongside the CRM
Suggested replies and summaries in daily case handling.
Document processing in the workflow
Extracted data flows automatically into the right system.
Recommendation engine in your channels
Personalised offers in online and in-person sales.
Who is it for?
IT and data leaders who have a proven solution and want colleagues to use it every day, in an auditable and controlled way.
How our collaboration progresses
Pilot results, production requirements
Integration and operating plan
Integration, monitoring, approval points
Launch and handover
What you can expect after go-live
- A production solution integrated with your existing systems
- A monitoring system that alerts you when accuracy drops
- Defined points where a human approves the decision
- Operational and regulatory documentation
- Handover to your team or to our operations
Who do you work with?
Useful reading on this topic
FAQ
Frequently asked questions about this service.
Why do so many AI pilots get stuck?
Because there is a lot between a demo and daily use: integration with existing systems, stable operation under load, monitoring, accountability points and documentation. Productization solves these.
Do you take pilots built by others into production?
Yes, if the solution demonstrably works and the outcome is equivalent to an AI Proof of Value pilot. In the first step we review what is needed for go-live.
What does human oversight mean?
We define the points where a colleague approves the AI's suggestion before it becomes a decision. For high-risk use cases this is also required by the AI Act.
How long does productization take?
The base package takes 8 to 12 weeks with up to two system integrations. More integrations or real-time operation take longer.
Who operates the solution after go-live?
We hand it over to your team, or take it over as part of our Managed Data & AI Platform service with a contractual service level.
30-minute AI consultation
Let's discuss where your pilot stands and what it takes for colleagues to use it every day.
Make the most of IT with United Consult.
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