Work

Complex problems, solved

Case studies and projects – from document intelligence and financial engineering to income-and-expense accounting, assembled in one week.

Case studies

AI & Document Intelligence

Document Intelligence Platform

Complex documents become reliable, structured knowledge – with provenance, rules, conflict detection and human clarification.

  1. Documents
  2. Layout understanding
  3. AI extraction
  4. Deterministic rules
  5. Structured knowledge
  6. Conflict detection
  7. Human clarification
  8. API & data
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AI & Document Intelligence

Contract analysis: the contract as a knowledge model

Contracts as a layered knowledge graph – framework agreement, standard terms, statute – with precedence rules as data and external sources for conflicts of interest. Where the rules end, a human acknowledges or weighs, right inside the internal review process.

  1. Contracts & sources
  2. Knowledge graph
  3. Layers
  4. Precedence rules
  5. Conflicts
  6. Acknowledge & weigh
  7. Internal workflows
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Learning & Compliance

Microlearning – continuous learning, reliably up to date

Continuous learning instead of mandatory training every two years: rulebooks and new developments become short learning chapters, questions are answered, exam questions created and knowledge tested and documented – so everyone is reliably up to date.

  1. Rulebooks
  2. Structure
  3. Learning chapters
  4. Questions & answers
  5. Exam questions
  6. Test knowledge
  7. Tested, documented, current
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Financial Systems

Financial Engineering

Cashflows, interest, schedules, scenarios, margins and risk – calculation-intensive systems where domain expertise and software have to fit together.

  1. Contracts & terms
  2. Cashflow model
  3. Interest & repayment
  4. Scenarios
  5. Risk & IFRS 9
  6. Planning & reporting
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Product Engineering

Income-and-expense accounting with builders for quotes, contracts and invoices – in one week

Accounting as SaaS: quotes, contracts and invoices in a builder, compliant invoicing with e-invoices and signatures, receipts and income-and-expense accounting – in one week, mostly assembled from existing building blocks.

  1. Domain model
  2. Existing building blocks
  3. Quote · contract · invoice
  4. Compliant invoicing & e-invoice
  5. Receipts & payments
  6. Income-expense & VAT return
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Maps & AI Search

Searching for a sports holiday by the water

For an accommodation and booking agency: first the spot by the conditions on the water (wind, waves, season), then your own preferences with AI, then hotels, apartments and private stays on the map – and from there straight to booking or to the booking agent.

  1. Conditions per spot
  2. A wish in your own words
  3. AI picks up preferences
  4. Spots & stays on the map
  5. Choose on the map
  6. Booking or agent
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More projects

Impairment

IFRS 9

Determination of cash flows on the basis of independently comprehensible basic data (capitalization, indicators, repayment variants, etc.) and calculation of fair value, impairment, net interest income and repayment plans

Community Platform

TRI Klosterneuburg

Content management, member management, webshop, financial administration and communication

PAALUX Media-Repository

Private repository for AI prototypes

Simple web application for managing and delivering videos and images.

doggies place

Implementation with Nuxt3/Vue3

Implementation of a simple static website with Nuxt3 based on Vue3.

Costing and planning application

Mass and single calculation engine

Generation and measurement of cash flows to determine fair values, contribution margins, net interest income and liquidity planning

Video platform

Recommender Fitness

Video platform with content management and many tools for video and training management, webshop, financial management and communication. The platform was developed with the aim of creating, rendering and integrating videos into training programs. Third-party providers can create their own programs and videos and serve their own customers via the platform.

Approach

What is the problem – and how can it be solved?

  1. 01

    Understand the problem

    Processes, data, rules and exceptions – until it is clear what the software really has to solve.

  2. 02

    Model the domain

    Terms, states and calculation rules as a model that domain experts recognise and developers can build.

  3. 03

    Architecture & build

    An architecture that fits the problem, and AI-assisted implementation – in days and weeks instead of months.

  4. 04

    Production

    Cloud operations, tests, monitoring and further development – software that holds up in daily use.