About Us
Building intelligent AI solutions that transform businesses and drive innovation.
Who we are
Production-ready AI & software for ambitious teams
ITRVIXbuilds production-grade AI and software across six service families — AI & machine learning, business software & portals, web & mobile development, data, BI & dashboards, automation & integrations, and cloud, DevOps & managed IT.
Itrvix builds on the experience and portfolio previously developed under Iterative AI Solutions — the systems on this page are the same production work, carried forward under a new name.
We work across eight industries, from hospital imaging to nationwide telecom operations. Everything is tailored to the workflows and constraints of the sector it runs in, then handed over so your team owns it.
Trusted by
What we deliver
Production-grade AI & software, tailored to your workflows and constraints.
Not a demo, not a pilot that stalls — integrated with your systems, monitored, and measured against real KPIs.
Our vision
Make production AI the normal outcome, not the rare one.
Most AI work dies between the prototype and the first real user. We want the handover to be the unremarkable part of every project.
Our mission
Build intelligent systems that transform businesses.
Production-grade AI and software, tailored to the workflows and constraints of the industry it runs in — and handed over so your team owns it.
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Projects delivered
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How we operate
Four things we do not compromise on
Production-grade, not proof-of-concept
Everything we build is engineered to run in production — integrated with your systems, monitored, and measured against real KPIs.
Specialists, not generalists
Senior engineers who have shipped at scale. The people on your call are the people writing the code.
Six capabilities, one team
AI, business software, web & mobile, data, automation and cloud infrastructure under one roof — so a project never stalls waiting on a hand-off.
You own everything
Code, infrastructure and accounts are delivered to you. No proprietary lock-in, no hostage licensing.
Capabilities
Six service families
Pick the area that matches what you're trying to achieve — or bring the problem and we'll tell you which fits.
AI & Machine Learning
Agents, generative pipelines and vision/document models that read, reason and act on your data — not demos, production systems.
Business Software & Portals
The internal systems that run day-to-day operations — booking, attendance, inventory and the portals your staff actually use.
Web & Mobile Development
Business websites, SaaS products and mobile apps — built responsive, API-driven and ready to scale from day one.
Data, BI & Dashboards
Dashboards leadership actually opens — Power BI, Tableau and custom builds, refreshed automatically and trusted by everyone who reads them.
Automation & Integrations
The unglamorous work that pays for itself — connecting the tools you already run and deleting the copy-paste between them.
Cloud, DevOps & Managed IT
The platform underneath everything else — deployed, monitored and handed over so your team can own it on day one.
Products
Reusable systems we've shipped and still run
Built once, deployed for more than one client — several are open to explore.
TalentFlow EU
AI-driven candidate eligibility and matching for European job markets — CV parsing, intelligent shortlisting and batch processing.
Private deploymentMediBook
Doctor appointment system with prescriptions, reviews and real-time chat between patients and providers.
Open projectDocExtract
Self-hosted PDF data extraction platform — schema-driven LLM extraction with OCR fallback, per-field confidence scoring and human-in-the-loop review, built to plug into an existing n8n pipeline.
Demo available on requestVoiceDeskAI
Inbound AI voice agent that answers business calls and books, reschedules or cancels appointments against real availability — Google Calendar sync, CRM integration and call transcription, multi-tenant across business types.
Demo available on requestVermieterCoach
German-language RAG coaching assistant for vacation rental hosts — grounded document search, AI analysis of booking-calendar screenshots, and an admin studio for managing knowledge and assistants.
Demo available on requestGeoAttend
Attendance management platform, delivered to multiple organisations with configuration customised to each one's needs.
Open projectLMS — Learning Management System
Learning management platform delivered to multiple schools, each customised to that school's specific needs.
Open projectHostel Booking Portal
Cross-platform accommodation booking app — unified web and mobile interfaces with real-time availability, delivered to multiple organisations.
Open projectInvenTrack
Stock and inventory tracking system, delivered to multiple organisations with configuration customised to each one's needs.
Private deployment
Case studies
Systems already running in production
Healthcare
AI-Powered Healthcare Diagnostics
Diagnostic assistance for medical imaging — X-ray analysis, pathology detection and automated reporting, integrated with hospital systems.
- 95% accuracy
- 95%accuracy
- Sub-500ms inference
- Sub-500msinference
Media and Entertainment
AI Content Moderation Platform
Multi-modal moderation across text, image and video, replacing manual review of millions of daily user submissions.
- 10M+ daily submissions processed
- 10M+daily submissions processed
- 3 content modalities covered
- 3content modalities covered
Retail and E-commerce
Customer Intelligence Platform
AI-powered personalisation and recommendation engine for a premium retail group — a unified customer profile across every channel.
- 92% predictive accuracy
- 92%predictive accuracy
- 5× faster insights
- 5×faster insights
Telecom
Network Capacity & Anomaly Platform
Traffic prediction, capacity estimation, anomaly detection and automated planning tools for nationwide network operators.
- 30% performance gain
- 30%performance gain
- 24/7 monitoring
- 24/7monitoring
Corporate and SaaS
Intelligent Document Processing
RAG system with hybrid search across thousands of multi-format documents, including PII detection and compliance-ready output.
- 40% better retrieval
- 40%better retrieval
- 10K+ documents indexed
- 10K+documents indexed
Media and Entertainment
AI-Powered Video Platform
Automated video creation with AI avatars, lip sync, background generation and scene composition for scalable content production.
- Sub-500ms end-to-end
- Sub-500msend-to-end
- GPU-optimised pipeline
- GPU-optimisedpipeline
BI dashboards
Live dashboards, built for real operations
- Corporate and SaaSPrivate deployment
Technology Dashboard
End-to-end tech stack overview with deployment KPIs, infra metrics and live system health indicators across services.
- TelecomPrivate deployment
NetPulse vs SiteWatch
Comparative network monitoring report — side-by-side KPI analysis between two telemetry stacks, with drill-downs by metric and time window.
- Media and EntertainmentPrivate deployment
SportsEvent Master Report
Master reporting view across viewership, engagement and event performance — match-by-match and venue-level breakdowns for a national cricket league.
- Media and EntertainmentPrivate deployment
EBL11 BigScreen
Live big-screen dashboard for cricket league venue and broadcast operations — real-time score, audience engagement and venue capacity.
- Retail and E-commercePrivate deployment
Visual Distribution Dashboard
Multi-dimensional distribution view with rich interactive visualisations — segment, filter and compare across regions, channels and product lines.
- TelecomPrivate deployment
Geospatial Intelligence Dashboard
Location-based analytics with interactive maps and territory drill-downs — overlay metrics on regions, monitor coverage and explore spatial patterns.
Industries we serve
Built for the constraints of your sector
Let's build
Have a project in mind? Let's discuss it.
Tell us what you're trying to solve. We'll respond within one business day with a clear plan and the next steps.
Response within 24 hours
Every submission reviewed personally.
Free consultation
No-obligation project scoping.
Specialists, not generalists
Senior engineers who've shipped at scale.