Functional analysis
ProcessesRequirements, business rules, users,
data, workflows and use cases translated into an implementable specification.
pradiant.xyz · software, data and AI laboratory
We turn complex problems
into working systems.
Custom software, data products, automation and applied AI designed around how your business actually operates.
ANALYSIS / ACTIVE
ARCHITECTURE / DEFINED
IMPLEMENTATION / MEASURABLE
AI adoption
AssessmentOpportunities prioritized by business
impact, technical feasibility, risk, data readiness and cost.
Development
ProductionPrototypes, applications, data pipelines
and integrations built to operate, scale and evolve.
01 · Who we are
A multidisciplinary technology laboratory.
Pradiant brings together software engineering, data science, artificial intelligence, functional analysis and systems thinking to design and build technology that solves real operational problems.
We work at the intersection of business processes and technical implementation. That means understanding how an organization operates, identifying where data and automation can create measurable value, and translating that understanding into systems people can actually use.
Our work ranges from early-stage discovery and AI adoption strategy to prototypes, production applications, integrations, analytics platforms and long-term system evolution. We can join a project before the solution is defined, support an existing team, or take ownership of a complete delivery.
02 · Services
Technical capability to understand, decide and build.
We can contribute before a solution exists, during an active development effort, or to systems already in production that need to evolve.
01
AI adoption consulting
Process assessment, data and tool inventory, use-case discovery, risk evaluation and prioritization by impact, feasibility and cost. The output is an executable roadmap, not a generic presentation.
02
Business Intelligence & Dashboard Development
Design and development of executive and operational dashboards, KPI definition, data modeling, source integration, automated reporting and interactive visualizations for data-driven decision-making.
03
Custom software development
Web applications, internal systems, management dashboards, portals, APIs and backend services built around the organization’s actual workflows.
04
Automation and systems integration
System-to-system integration, repetitive-task automation, document processing, validation workflows, notifications, reporting and data synchronization.
05
AI assistants, bots and agents
Conversational assistants, internal support bots and AI agents that answer questions, search company knowledge, automate tasks and connect with existing business systems.
06
Architecture and modernization
Assessment of existing systems, target architecture design, refactoring, migrations, observability, security and preparation for growth.
07
Functional and systems analysis
Stakeholder discovery, current- and future-state process modeling, business rules, functional and non-functional requirements, user stories, acceptance criteria, integrations and traceability.
03 · Tech Stack
Technologies we design, build and integrate with.
We select and combine technologies based on the specific technical architecture, performance requirements, security constraints, and business goals of each project.
Languages
Python
JavaScript
TypeScript
PHP
Dart
C#
SQL
Frameworks & Development
Django
Flutter
.NET
ASP.NET
WordPress
Frontend
HTML5
CSS3
Databases
PostgreSQL
MySQL
MariaDB
MongoDB
SQLite
Microsoft SQL Server
Data & Business Intelligence
Power BI
Pandas
NumPy
scikit-learn
Jupyter
Cloud
AWS
Google Cloud
Firebase
Microsoft Azure
Artificial Intelligence & LLMs
OpenAI
Anthropic
Google Gemini
Mistral AI
DeepSeek
Meta Llama
Ollama
llama.cpp
LangChain
Operating Systems & Servers
Ubuntu
Linux
iOS
macOS
Windows
Windows Server
Apache HTTP Server
Nginx
Containers & Virtualization
Docker
Hyper-V
VMware
Version Control
Git
GitHub
GitLab
Gitea
Development Tools
Visual Studio
Visual Studio Code
Google Antigravity
04 · Case Studies
Selected work.
FINANCIAL AUTOMATION
Concilio — Financial & accounting reconciliation platform
Enterprise platform designed for automated financial reconciliation, multi-format file processing (Excel, CSV, TXT), transaction matching, rule-based validations, and audit reporting.
View project →
MCP / AI GATEWAY
BOnk MCP Gateway — Gemini Cloud
Streamable HTTP MCP server connecting financial tools with LLMs in the cloud.
View project →
DOCUMENT INTELLIGENCE
dOCR — Windows document processing software
dOCR is a Windows application based on OCR and artificial intelligence techniques applied to document recognition. It automatically detects receipts and their fields, organizes the information and exports the results to Excel, with all processing performed locally.
View project →
AI BOT
Onk — AI voice bot for existing software platform
Development of an AI voice bot integrated into an existing software platform, automating data extraction and operational workflows.
View project →
AI INFRASTRUCTURE
Zabbix AI Assistant — AI-powered infrastructure monitoring & alert diagnosis
Integration of artificial intelligence into IT infrastructure monitoring platforms. It automatically analyzes system triggers, diagnoses root causes, suggests remediation workflows and provides interactive operational widgets.
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Tell us about the process, problem or idea.
The first conversation determines whether the right next step is functional analysis, an AI adoption assessment, a prototype or a full development project. We define the initial scope, key risks and next steps.