From data processing to complex operations, we test whether AI can automate your workflow before you commit to development.
Start with the repetitive work slowing your team down. We’ll help determine where automation makes sense.
Extract, classify, and organize information from documents.
Collect, clean, validate, and synchronize business information.
Turn reviews, requests, and feedback into actionable insights.
Make company information easier to find with AI-powered search.
Accelerate research, data processing, and candidate sourcing.
Add intelligent functionality to existing web apps and SaaS platforms.
Real products. Real business contexts. Engineering beyond the prototype.
Challenge — Guest feedback was spread across review channels and too large to analyze by hand.
Solution — A platform that aggregates reviews, analyzes sentiment, and turns insights into assigned tasks.
50+ hotels · 80K+ reviews · 210K+ aspects
Product-scale metrics, not ROI or savings.
READ CASE STUDY ↗“ITSUA is a team of professionals who work very organized with a clear working process.”
Lital Shpaner 
Challenge — Recruiters manually searched public registries to source and verify licensed specialists.
Solution — Connected Python pipelines enrich candidate data and surface profiles in a recruiter web app.
Live, fully automated sourcing pipeline
Self-serve runs, dry-run reports, and verified credentials.
READ CASE STUDY ↗
Challenge — Nursing students crammed with generic materials that didn’t match their exam boards or weak spots.
Solution — An AI tutor wrapped around real coursework, with adaptive practice, chat, and progress tracking.
Live AI tutor
Students drill the weak spots the tutor surfaces for them.
READ CASE STUDY ↗“They've invested time in understanding the underlying business model, user journeys, and long-term objectives.”
Anonymous AI prepares the analysis. Your team checks the insights and decides what happens next.
Please note this is an illustrative estimate.
240 reviews/week. Manual: 2 min/review + 2 h reporting. AI-assisted: 30 sec/review + 30 min reporting and monitoring. Month = 4 working weeks.
Excludes setup, training, tool costs and time acting on insights. Review speed and quality must be validated on your data.
Clear boundaries for what AI can access, what it can do, and when your team steps in.
Only the data and tools you allow.
Only the operations you define.
A clear view of the work and its results.
Your team steps in where it matters.
Access, actions and approval rules are defined around your workflow.
Build a product from scratch, strengthen your team, or take your AI-built prototype to production.
Not sure where to start? Let’s find your next step.
→ TALK TO ITSUA
Hotels move from reactive to proactive.
“ITSUA is a team of professionals who work very organized with a clear working process.”
Personal study companion that learns with the student.
“They've invested time in understanding the underlying business model, user journeys, and long-term objectives.”
Start with repetitive work involving documents, information, or research. Value depends on your data, error tolerance, and the cost of doing it manually.
We look at your actual data and the accuracy the workflow needs. The assessment identifies what can be automated and where human review should stay.
Yes. ITSUA builds custom web applications and data pipelines. We assess system access and integration requirements before defining the implementation.
We agree on data access and handling requirements during scoping. Specific security, hosting, and model-provider terms require confirmation for your project.
You receive an honest no-go rather than a push to build. The assessment helps define whether a first version is worth pursuing.
Assessment terms depend on the workflow, so we confirm them once we’ve seen what you send. Implementation is scoped separately, in the same $25K–$100K band as our other product engineering.
Tell us what your team does manually today. We’ll help determine whether AI is the right solution.
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