Start with the job that needs to change.
Platforms and solutions describe the capability. Use cases show what that capability does inside a real process: the work before, what changes, where a person decides and what can be measured afterwards.
Case studies
Three agentic AI solutions in production: the problem, what we built and what changed. Each one has a demo in the Demo Portal.
Mortgage document checks
From one or two hours of manual checking to 15–20 minutes per mortgage case, with half the correction rounds.
AI learning assistant
A source-citing AI assistant on 28 courses: about 78% of questions answered without an instructor, around the clock.
Auto-parts support agents
Three AI agents that resolve 80% of support cases without a person, at about HUF 2.5 per conversation.
Financial services
Mortgage document validation
Documents used to be opened, read, transcribed and compared manually. Missing or contradictory data surfaced late, creating repeated correction cycles.
Now the case arrives extracted and classified. Fields are evaluated, checked within each document and cross-checked across the case. The advisor confirms or overrides every result and remains the final decision-maker.
Case-handling time fell from one or two hours to 15–20 minutes. Correction rounds fell from four to two. The workflow supports HUF 39 billion in loan processing across 270 employees and more than 50 document types, with 34% ROI in the first year.
Powered by PeakX and Document Processing
Compliance rule interpretation
A specialist team previously answered rule questions by email. The same knowledge is now available at the point of work through an assistant that responds only from an approved source, links to the relevant page and refuses questions outside its scope.
The pattern operates inside an organisation of roughly 6,000 people and can be extended to further departments by configuration.
Powered by PeakX and Assistant for a Single Knowledge Base
SME grant pre-qualification
Businesses face a changing set of grants, loans and guarantees, each with its own documentation and eligibility rules.
The use case brings the opportunities into one filterable view, traces each one to its source, assesses initial eligibility from company information and provides a specialist assistant for detailed questions.
Powered by Occam and Assistant for a Single Knowledge Base
Agricultural finance
Businesses need to connect grant opportunities, financing and insurance with rules spread across complex policy material.
The delivered experience combines online grant pre-qualification and financing options with an assistant grounded in agricultural-policy legislation and investment-grant documentation, a knowledge environment and online crop insurance.
Powered by Peak FS, Beyond Banking and Assistant for a Single Knowledge Base
Family and youth banking
Children need real financial tools and education together, while parents need oversight appropriate to the child’s age.
The app combines a pocket-money account and card, savings goals, chores, parental controls and gamified financial learning. Integrated, semi-integrated and standalone models allow banks to fit the experience to their core-system readiness.
Energy
Household energy-efficiency education
An 18-lesson curriculum connects learning to decisions households can make in daily life.
The programme has reached more than 20,000 users and more than 100,000 completed lessons. The same education base measures progression, supports the learner and evaluates tasks at scale.
A learner who completes the curriculum and applies its recommendations delivers a sustainability contribution equivalent to planting approximately 40 trees through changed household behaviour rather than offsetting.
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Capital markets
Education
Examination preparation
Learners receive structured preparation, interactive content, assessment and support around a defined syllabus.
One deployment reached more than 250 registrations and 700 completed lessons on its first day.
Powered by X-Heights
Career orientation from questionnaire data
Questionnaire results that previously required hours of manual analysis become class-level summaries, visual dashboards and individual assessments in minutes.
The output helps educators see patterns across a group while identifying learners who may need closer attention.
Powered by Survey and Exam Processing
Migration services
Relocation guidance and financial access
People moving between countries need practical answers about finding work, healthcare, residence, banking and everyday life, often in their own language and at the moment the question arises.
An approved-source assistant and education environment provide guidance on the client website and inside a mobile application. The wider experience can combine remittance, banking, lending and mobile connectivity.
This client adopted both education and mobile-banking capabilities from the same EcoSystem base. A second banking client has done the same, demonstrating how the platforms combine in practice.
Powered by X-Heights, Peak FS, Mobile Banking and Assistant for a Single Knowledge Base
Insurance and automotive
Document and knowledge-intensive operations
Work in preparation across insurance and automotive applies document checking, assistants drawing on multiple knowledge bases and a Discovery phase that identifies the process worth changing first.
The same governed platform pattern transfers across regulated and supervised environments without making the industry itself part of the core architecture.
Powered by PeakX, Document Processing and Assistant for Multiple Knowledge Bases
Related industry Automotive & Mobility
The same pipeline, beyond lending
Any process built on documents that must be read, checked against one another and signed off by a person can use the same six-stage pattern, review interface and audit trail.
That includes logistics paperwork and public-administration case files as architectural fits, while SME lending, property valuation, invoice and bank-statement processing and agricultural finance already run on the shared pipeline.
Bring us one process
The fastest way to judge a use case is against work you already do. Bring one document type, knowledge base or workflow. We will show what already exists, what would need integration and how the result could be measured.