Portfolio
AI Systems, Product Prototypes & Technical Lab Experience
A transparent view of the systems, internal products, prototypes, reference architectures, and technical lab initiatives developed by Inovativi. We label each item honestly, because the value is not in exaggerated claims — it is in showing the engineering patterns we can deliver: AI backends, integrations, computer vision workflows, document intelligence, review systems, and operational automation.
Inovativi develops AI-assisted systems that turn messy real-world inputs — documents, photos, messages, technical signals, tenders, and operational requests — into structured workflows, decisions, and business actions. Some projects are internal products or reference architectures, while others demonstrate our experience in AI backend engineering, computer vision, document intelligence, workflow automation, and technical lab infrastructure.
Fiscora and Personora are a connected pair — legacy ASP.NET institutional systems (finance and HR) rebuilt as secure, API-first platforms with automated tests, role-based access, audit logs, and AI-ready extension points — demonstrating a repeatable modernization method for public-sector and structured organizations.
Portfolio items include internal products, reference architectures, technical lab initiatives, and concept demonstrations. They are labelled transparently to show the type and maturity of each project — not implying confidential client work.
Nervora: Governed Tool Execution for Enterprise AI Agents
A secure MCP gateway reference architecture showing how AI agents can call enterprise tools without bypassing identity, RBAC, audit, approval, and operational controls.
Roboko — AI Companion Robot Showcase
Character-driven AI companion robot concept combining voice agents, 3D-printable bodies, customization flows, simple robotics, and responsible AI framing.
TenderScope — AI-Assisted Procurement Intelligence Platform
A procurement intelligence workflow platform for Kosovo public procurement opportunities. TenderScope ingests tender notices, applies deterministic ranking, and uses AI for summaries, explanations, readiness checks, alerts, and operator decision support.
Juristi — Legal Document Intelligence & Structured Extraction
A legal document intelligence platform focused on retrieval, structured extraction, and analysis of legal judgments and documents. Juristi demonstrates AI-assisted legal search, document parsing, section extraction, party identification, and standardized JSON output workflows.
Operanto — AI Operating Layer for Conversation-Driven Businesses
A multi-tenant AI operating layer that turns customer conversations into commercial operations. Operanto pairs a unified multi-channel inbox and AI assistant with a config-driven workflow engine — opportunities, requirements, quoting, human approvals, scheduling, CRM/ERP integration, and document extraction — where AI proposes, deterministic rules and roles control, and every action is logged.
Nagelista — AI-Assisted Personalized Commerce Workflow
An AI-assisted personalized e-commerce workflow for custom press-on nails. Nagelista combines customer photo intake, personalization logic, product guidance, checkout, logistics, IOSS/VAT handling, and customer support workflows.
Enterprise AI Agent Integration Layer
A production-oriented backend execution layer that lets AI agents call tools, trigger workflows, interact with enterprise APIs, and execute actions safely with identity, policy, approval gates, logging, retries, audit trails, and monitoring.
Databricks Workflow API Integration
A backend service that lets business applications or AI agents trigger Databricks jobs, track status, retrieve results, and expose data workflows through clean APIs.
Legacy System AI Modernization Layer
A phased modernization approach for legacy government and enterprise systems. The architecture wraps legacy databases and applications with modern APIs, shadow services, comparison layers, audit logs, and AI-ready integration points, allowing gradual replacement without risky big-bang migration.
SIGTAS Modernization Lab — Legacy Tax-System Modernization
A proof-of-confidence lab for exploring phased modernization of legacy tax administration systems. Demonstrates shadow architecture, Oracle-to-modern-core integration patterns, comparison layers, audit logs, and low-risk modernization methods. This is a modernization lab, not a claim of full production SIGTAS compatibility.
Fiscora — Institutional Budget Planning, Execution & Financial Control
A legacy ASP.NET institutional budgeting system rebuilt into a secure, API-first reference platform — covering hierarchical budget planning, allocations, budget execution, invoices, payments, payroll-related calculations, formula traces, CSV reporting, and audit-ready financial workflows.
Personora — AI-Ready Institutional HR Platform, Built End to End
A production-grade, AI-assisted HR platform Inovativi built end to end — covering the Person → Applicant → Employee lifecycle, recruitment, append-only employment history, contracts, a real leave-policy engine, timesheets, appraisals, documents, reports and a full audit trail, with a governed multi-provider AI layer (Claude, OpenAI, DeepSeek) on .NET 10, Next.js and PostgreSQL.
Klarwerk — Photo-to-Quote Window Sales & Orchestration Platform
An AI-assisted replacement-window workflow that transforms customer photos into structured projects, preliminary quotations and professionally verified fulfilment workflows.
Framelo — AI-Assisted Eyewear Recommendation & Preview Platform
An eyewear recommendation and visual preview platform that helps users discover frame styles based on a submitted face photo. Framelo demonstrates image-based intake, AI-assisted style recommendations, visual previews, product linking, and guided shopping flows.
RF Excellence Center — RF, SDR Training & AI-Ready Signal Analysis
A technical training and lab infrastructure initiative focused on RF measurement, software-defined radio, spectrum awareness, and applied signal analysis. The center supports hands-on RF/SDR training and provides a foundation for AI-assisted workflows such as signal classification, anomaly detection, spectrum-event labeling, and operator-assistance dashboards.
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