Innovation with a Heartbeat of Culture

Empowering innovation through cutting-edge digital solutions, Vervai brings your ideas to fruition. With expertise in software solutions and artificial intelligence, we turn vision into reality. Harness the power of AI to elevate your business, streamline operations, and unlock new opportunities.

Projects

Explore practical AI products and experiments built to solve real problems.

Routing Slip: A Process in Plain Words, Run on a Real Inbox logoAgentic Workflow

Routing Slip: A Process in Plain Words, Run on a Real Inbox

Describe a business process in plain words and watch it become a live workflow. Each step is routed to the tool that fits: code for rules, Jev for judgment calls, an LLM only where text must be written. A person steps in whenever Jev isn't confident enough.

  • Agentic AI
  • Jev (TypeSafe)
  • FastAPI
  • React Flow
  • SSE
  • OpenAI
  • Docker
Proofline: Agentic Risk Assessment, Explained logoAgentic Risk AI

Proofline: Agentic Risk Assessment, Explained

Watch an AI agent find evidence in a document, verify it's real against the source, then compute a risk score by formula, never by asking the model directly. An LLM finds quotes; Jev rates severity and likelihood with a confidence score, flagging anything uncertain for a person to review.

  • Agentic AI
  • Jev (TypeSafe)
  • FastAPI
  • React
  • SSE
  • OpenAI
  • Docker
ARGUS: Agentic Risk Governance System logoAgentic Risk AI

ARGUS: Agentic Risk Governance System

Decision-support for financial-risk analysts. An eight-step agentic workflow investigates a counterparty case file, ties every finding to a cited source passage, tests it against policy, argues against its own conclusions, and computes an explainable rating by arithmetic. It then stops at a human review gate: the AI recommends, an analyst decides. Includes an evidence graph, a scenario lab and a 53-case evaluation suite.

  • Agentic AI
  • FastAPI
  • Next.js
  • RAG
  • pgvector
  • Docker
TelecomNL Voice AI Assistant logoVoice AI

TelecomNL Voice AI Assistant

Full-stack voice AI customer-support agent: speak your issue, hear Sarah respond in real time. Whisper STT, GPT-4o tool-calling with live diagnostics, ElevenLabs TTS, multi-agent personas, a sentiment timeline, and a hands-free voice-activity mode.

  • FastAPI
  • GPT-4o
  • Whisper
  • ElevenLabs
  • Web Audio API
  • SSE
AI Contract Risk Analyzer logoDocument AI

AI Contract Risk Analyzer

Upload a contract and get clause-level risk scores, suggested revisions, a Q&A chat, and a PDF report. Jev classifies each clause with a probability per risk category, so the score is computed from those probabilities (not picked by an AI), and an LLM only writes the explanations.

  • FastAPI
  • Jev (TypeSafe)
  • ChromaDB
  • OpenAI
  • React
Multi-Agent Research Assistant logoAgentic Research

Multi-Agent Research Assistant

A five-agent pipeline that decomposes a research question, searches the web with Tavily, and synthesizes sources into a structured report, streamed live over SSE as each agent finishes its stage, with follow-up Q&A once the report is done.

  • Agentic AI
  • FastAPI
  • Groq
  • Tavily
  • SSE
  • React
Munazara: AI Debate Engine logoAgentic NLP

Munazara: AI Debate Engine

Watch AI argue both sides of any topic, or challenge it yourself, with evidence pulled live via RAG and fact-checked in real time. Includes a voting system, a leaderboard, and an interactive knowledge graph connecting every debate on the platform.

  • FastAPI
  • gpt-4o-mini
  • Tavily
  • ChromaDB
  • React
  • SSE
RivalScan: Competitor Intelligence Dashboard logoData Intelligence

RivalScan: Competitor Intelligence Dashboard

Tracks competitor product updates in real time: RSS feeds, GitHub releases, and changelogs aggregated automatically, summarised by AI, and scored by business impact so the updates that matter surface first, not the noise.

  • FastAPI
  • OpenAI
  • SQLAlchemy
  • React
  • Vite
SwipeEat: Adaptive Meal Recommendation logoML Product

SwipeEat: Adaptive Meal Recommendation

A preference-based recommendation engine matching people to meals through an intuitive swipe-driven interface, learning what someone likes with every swipe. Built for Vervai as a mobile web app MVP, from concept to a working, demo-ready product.

  • Python
  • JavaScript
  • Flask
  • HTML/CSS