Inovativi AI Lab

Applied AI systems for commerce, operations, and intelligence.

We design and build AI-assisted platforms that interpret messy real-world input and convert it into structured business workflows. Our focus is not generic prompt-and-response AI, but grounded intelligence: systems connected to data, rules, human review, and measurable business outcomes.

Beyond chatbots

Applied AI that turns messy input into structured business action

Inovativi builds applied AI systems that interpret photos, messages, documents, listings, tenders, customer preferences, and operational workflows — and convert them into recommendations, quotes, rankings, summaries, production instructions, support workflows, and decision packs.

Real-world input

PhotosDocumentsListingsMessagesTendersMeasurementsPreferencesOperational workflows

Structured business action

RecommendationsQuotesRankingsSummariesProduction instructionsSupport workflowsDecision packs

Portfolio

Selected AI Ventures & MVP Concepts

A transparent view of where each initiative stands today — from a live ecommerce case study to architected platforms, prototypes, and validated concepts. Status labels are deliberate and not aspirational.

Live / active ecommerce case study
Interpretive Commerce / AI Personalization

Nagelista

Personalized press-on nails produced in Kosovo for European customers. The concept combines ecommerce, photo-assisted sizing, customer preference capture, CRM workflows, logistics, and AI-assisted personalization strategy.

Capabilities

  • Photo-assisted sizing workflow
  • Personalized product configuration
  • Premium checkout and CRM process
  • Kosovo-based production for EU markets
  • Future AI fitting and recommendation layer
MVP in progress / product architecture defined
Procurement Intelligence

TenderScope

An AI-assisted procurement intelligence platform for Kosovo public tenders. TenderScope is designed to ingest public procurement opportunities, rank them deterministically, support operator shortlisting, and generate AI-assisted summaries, readiness checks, and action packs.

Capabilities

  • Tender ingestion and normalization
  • Deterministic opportunity ranking
  • Shortlist and operator workflow
  • Deadline and alert intelligence
  • AI-generated summaries and action packs
MVP concept / prototype direction
Legal Document Intelligence

Juristi

An AI-assisted legal document intelligence platform for Kosovo legal materials. Juristi is focused on extracting structured information from legal judgments and documents, including parties, subject matter, procedural history, decisions, obligations, reasoning, and appeal rights.

Capabilities

  • Legal document upload and extraction
  • Structured JSON output
  • Albanian-language legal text processing
  • Search and retrieval over legal documents
  • Human review and correction workflow
Prototype / measurement-assistance concept
Grounded AI / Photo-to-Quote Workflow

Klarwerk

A photo-assisted windows and doors quoting workflow. Klarwerk explores how customers can submit photos of openings or renovation contexts, while the system guides measurement capture, supports A4-reference workflows, and helps operators generate structured quote requests.

Capabilities

  • Customer photo upload workflow
  • Measurement guidance
  • A4-reference based capture concept
  • Admin review panel
  • Quote preparation support
Product architecture / MVP candidate
AI Operations Platform

OPSYNC

An AI-assisted operations synchronization platform for BPO, customer support, SDR teams, and real estate operations. OPSYNC centralizes onboarding, SOPs, AI-based QA, KPI tracking, messaging, and manager/client visibility.

Capabilities

  • Role-based dashboards
  • SOP management
  • AI QA scoring from transcripts
  • KPI and reporting workflows
  • Internal operations visibility
Concept validated / MVP candidate
Market Intelligence / Deal Discovery

Matheu.ai

A Kosovo-focused AI deal discovery and market intelligence platform. Matheu.ai is designed to aggregate fragmented listings from ecommerce, classifieds, vehicles, real estate, services, and jobs, then normalize, compare, deduplicate, and rank offers.

Capabilities

  • Listing aggregation
  • Product and offer normalization
  • Price comparison
  • Duplicate detection
  • Best-deal scoring
Prototype concept
AI Eyewear Personalization

Framelo / Facer

An AI-assisted eyewear recommendation concept that uses face photos, style preferences, and frame metadata to recommend suitable eyewear directions. The focus is on style-fit guidance, catalog intelligence, and human-reviewed recommendations.

Capabilities

  • Face-photo intake
  • Style and fit recommendation logic
  • Frame catalog metadata
  • Result page and product matching
  • Human-reviewed recommendation workflow

Method

Our Applied AI Pattern

Across these projects, the pattern is consistent: we do not use AI only to generate text. We build systems that combine probabilistic interpretation with deterministic business logic, databases, rules, APIs, and human review.

01

Input

Photos, documents, listings, messages, measurements, preferences.

02

Interpretation

AI extracts meaning, intent, structure, and context.

03

Grounding

Business rules, databases, prices, deadlines, product catalogs, and constraints verify the output.

04

Workflow

The system creates quotes, recommendations, rankings, summaries, tasks, or action packs.

05

Human Review

Experts review uncertain or high-value cases.

06

Feedback Loop

Corrections and outcomes improve the system over time.

Why this matters

The next advantage comes from grounded AI that owns real workflows

Generic AI content generation is becoming a commodity. The next business advantage comes from grounded AI systems that own real workflows and outcomes.

Inovativi focuses on AI products that operate close to business reality: customer photos, operational data, legal documents, procurement notices, product catalogs, and commercial decision-making. The value is not in the model alone — it is in the workflow, the grounding, and the accountable outcome around it.

Next step

Interested in building an applied AI workflow?

If your business still depends on manual forms, scattered messages, repetitive document review, or slow quote preparation, Inovativi can help design an AI-assisted workflow that turns raw input into structured action.