Technology

The right tool for each layer of the problem

We choose technology per project, based on your existing systems, your team and the problem. Here are the areas we work in and how they fit together.

How it fits together

A typical ByteWits solution, layer by layer

Data flows up from your source systems, through reusable services and the intelligence layer, into the applications and dashboards people use.

Experience

Web applications, forms, dashboards, reports

Intelligence

AI agents and models · operations research optimization

Services

ETL, evaluation, scheduling and integration microservices

Data

Databases, Excel files, time & billing, HR and project systems

Capability areas

What we work with

Highlighted items are tools ByteWits names in its services. Other items are examples of techniques and technology types; specific products are chosen per project.

AI

AI tools, AI-powered applications and agents that automate business processes.

  • AI agents
  • Language models
  • Document understanding
  • Classification
  • Summarization
  • Intelligent workflows

Operations research & optimization

Mathematical optimization for scheduling, allocation and capacity problems.

  • Linear programming
  • Integer programming
  • Constraint programming
  • Heuristics
  • Scenario analysis

Data

Extracting, transforming, validating and modeling data for systems and reporting.

  • Excel
  • ETL pipelines
  • Relational databases
  • Data validation
  • Data modeling
  • Forecasting

Cloud

Hosting and running applications and services reliably.

  • Cloud hosting
  • Managed databases
  • Scheduled jobs
  • Containers
  • Monitoring

Microservices

Reusable, plug-and-play services that drop into new environments.

  • ETL microservice
  • Evaluation microservice
  • Evaluation form microservice
  • APIs
  • Event-driven workflows

Dashboards & reporting

KPI dashboards and formatted management reports.

  • Tableau
  • SAP Crystal Reports
  • KPI design
  • Paginated reports

Software engineering

Architecture, development and modernization of applications and products.

  • Software architecture
  • Web applications
  • Business applications
  • Legacy modernization
  • System integration
  • Automated testing

Security & access

Controls for applications that handle people, performance and financial data.

  • Role-based access
  • Permissions
  • Audit logging
  • Secure integrations

Have a technology decision to make?

We'll give you an honest view of the options, including when the simplest one is the right one.