Qdrant Applications

ZippoAI Live Intelligence Agent

ZippoAI combines Bright Data live web intelligence with local AI memory to deliver real-time competitor, market, and risk insights through structured enterprise research reports.

DUAL-BROKER SOTA ENGINE

Dual-Broker SOTA Engine leverages Bright Data's Web Unlocker & Scraping Browser for real-time web intelligence, feeding a low-latency 50-persona LLM Swarm via AI/ML API. An enterprise-grade, risk-managed TradFi/Web3 prediction market arbitrage system.

Exam Dragon

AI-driven exam-prep companion for K9 and K12 students across the EU, launching in Estonia with national-curriculum-grounded diagnostics, an adaptive study planner, and a friendly dragon (Lohe) that tracks each student's mastery topic-by-topic.

Mudrais Voice

MUDRAIS Weaver & Voice: Multimodal Agentic Onboarding for Semantic Matchmaking

Close loop health

A Signal Agent continuously ingests every customer touchpoint — support tickets, recorded calls (Speechmatics for transcription with sentiment and speaker diarization), product usage logs via API, email threads, invoice payment patterns.

Dependency risk analyzer

Supply chain attacks are one of the fastest-growing attack vectors in enterprise software. When Company A integrates with Company B's platform, both are exposed to each other's vulnerable dependencies and compliance management.

Vinculum

Vinculum transforms scattered company knowledge from Slack, Jira, and Notion into a unified, queryable 3D knowledge graph powered by GraphRAG. All processed locally for complete data privacy.

CodeAtlas

CodeAtlas is an AI-native developer intelligence platform that transforms GitHub repositories into semantic knowledge graphs with graph-aware RAG, repository intelligence, blast radius analysis, AI onboarding, and conversational code understanding.

HireIn

AI-powered recruitment platform that automates hiring from CV upload to interview scheduling. Recruiters can create jobs, score candidates with AI, generate interview questions, manage interviews, and streamline the entire hiring pipeline in one place.

RepoPilot

RepoPilot is an AI-powered developer onboarding assistant that helps users quickly understand unfamiliar codebases through intelligent analysis, architecture visualization, dependency mapping, and guided learning workflows.

Anvaya EnterpriseIQ

Anvaya EnterpriseIQ: An AI-driven intelligence platform for large-scale data action. Features unified RAG chat for documents, NL-to-SQL analytics for massive CSVs, real-time anomaly detection, and interactive knowledge graphs to visualize complex relation

AI Calling Agent - Autonomous Security Copilot

An autonomous incident response voice agent deployed on Vultr that bypasses slow email alerts by calling engineers. It uses Speechmatics for real-time STT and Gemini Flash function calling to explain threats and secure verbal patch authorization.

Autonomous Intelligent-Retail-Hub

An autonomous AI retail storefront and operations console. The project combines a voice-enabled shopping UI, multi-agent sales/checkout orchestration, autonomous logistics/refund/inventory simulation and Qdrant-backed support knowledge retrieval.

AutoResearch Lab

Autonomous multi-agent research system that continuously improves enterprise RAG pipelines

Catog Intelligent Enterprise Solution

A secure legal multi-agent system powered by Gemini and Lobster Trap. It enforces P4-style guardrails, detects hallucinations, and provides regulator-ready audit trails for enterprise automation.

MUDRAIS: Semantic Matchmaking Engine

Multi-tenant SaaS that converts Discord user profiles into 2048-dim semantic vectors via AMD-accelerated OSS 120B and Qdrant, enabling privacy-isolated partner matching across roleplay, book clubs, and gaming communities no custom infrastructure required

DREAMWEAVE: Layered Memory Intelligence Framework

DREAMWEAVE is a cognitive memory framework a layered retrieval middleware that sits between raw data and any large language model, transforming how AI systems store, organize, retrieve, and reason over knowledge.

Agronomist

Falcone AI

Multi-agent forensic document intelligence system. 5 specialized agents interrogate evidence, debate each other, and deliver a verdict grounded in 7 EU/international legal frameworks. Built on AMD MI300X + Qwen2.5-72B.

ADR Security Validator

AI-powered autonomous infrastructure defense platform that monitors system activity, detects threats in real time, analyzes anomalies with LLM agents, and coordinates automated security responses using AMD cloud GPUs and open-source AI models.

Autonomous Oncology Board (AOB)

A multi-agent AI tumour board on AMD MI300X. Pathologist (Prov‑GigaPath) analyzes histology patches, Researcher runs citation-grounded RAG over NCCN/TCGA, and Oncologist drafts a TNM + NCCN-aligned management plan with debate + revisions.

Pathshala AI

Pathshala AI is a bilingual AI tutoring platform for rural primary education in Nepal that uses textbook-grounded AI, English educational resources, and Nepali explanations to improve learning accessibility.

Rydlr Motion Studio (Movimento)

Movimento turns AI motion generation into trustless micro-commerce: Gemini analyzes blends, Arc verifies novelty, and USDC nanotransactions settle per action so creators get paid instantly with sub-cent pricing at high frequency.

Repulsor

An AI-native lifecycle intelligence platform that helps robotics teams understand patterns across simulation runs and make impact-aware validation decisions.

Prometheus-Nexus AI Fleet Commander

Prometheus-Nexus is an AI-driven "Hive Mind" for autonomous robot swarms. Powered by Gemini 2.0 Flash, it perceives grid environments, assigns tasks in real-time, and orchestrates complex logistics with a sci-fi "Orbital Command" interface.

Secure-AI

As AI agents gain autonomy and take on sensitive tasks, current security testing methods fall short

AI Powered Java Project Security Scanner

CodeAtlas is an AI-powered Java security scanner and visualization platform that maps your codebase, detects vulnerabilities, and provides an interactive chat assistant, all wrapped in a stunning Cyber-Noir interface.

FIS AEGIS

Financial Intelligence Swarm: FIS AEGIS: Multi-Agentic Anti-Fraud, FinOps & Compliance System

Prometheus Siren Autonomous Zero Day Defense

Autonomous security system that stops zero-day attacks in real-time using AI semantic detection. Learns from every threat, auto-generates patches, shares immunity globally. Cuts incident response from days to seconds. Built for Deriv's APIs.

CodeEcho Voice Agentic AI Developer with RAG

CodeEcho is an Agentic AI-powered development platform that turns voice or text into production-grade code, automates reviews, runs tests, analyzes metrics, and provides a live project health dashboard—powered by multi-agent orchestration + IBM watsonx.