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Production AI Asset Studio

Built to Deploy. Built to Buy. Built by VyapAI.

VyapAI curates and ships production-ready AI systems for legal intelligence, oncology workflows, due diligence analysis, and enterprise orchestration.

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4 Production Assets
100% Offline-First Builds
Local Data Sovereignty
IITG Data Science and Artificial Intelligenge

Project Portfolio

Acquisition-ready AI Products

Each card includes verified strengths and stack details from the project documentation, plus inline expansion for technical depth.

Every asset is built and tested on standard workstation hardware for practical day-one use, and each transfer includes deployment assets for enterprise rollout: Docker or container-ready setup, architecture docs, environment templates, and integration handover guidance.

EnginAIr

Enterprise Orchestration

High-throughput AI-driven automation and orchestration engine for complex multi-agent workflows.

Coordinates planning, execution, retries, fallback logic, and telemetry in one persistent runtime.

FastAPI React + Vite SQLite + SQLAlchemy LiteLLM Routing Docker Deployment

Acquisition: Contact to buy

Negotiable for fast close. Includes enterprise integration handover pack.

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Key strengths

  • Consolidated execution path reduces orchestration overhead and cross-service latency.
  • Persistent run state survives failures and supports recover or continue workflows.
  • Provider-aware retry, backoff, and fallback handling improves resilience under API turbulence.
  • Live dashboard telemetry keeps operations human-observable in real time.
  • Validated on normal developer hardware and includes Dockerized deployment path for enterprise integration.

Tech stack tags

Python 3.10+ FastAPI TailwindCSS Background Worker Queue Enterprise Handover Docs

AmicusAI US

Legal Intelligence

Air-gapped legal AI engine tailored for U.S. Federal Appellate litigation.

Designed for citation-grounded legal memos using local RAG without public API exposure.

FastAPI Ollama FAISS PostgreSQL + pgvector Ready

Acquisition: Contact to buy

Negotiable for fast close. Includes enterprise integration handover pack.

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Key strengths

  • Zero data leakage architecture via local embeddings and local LLM inference.
  • Hybrid scraping plus federal API connectors creates a defensible legal data moat.
  • USFederalReranker boosts precedence-aware retrieval quality across court tiers.
  • Strict prompt policy constrains generation to verified, in-context legal evidence.
  • Runs on a single high-end machine today and ships with migration paths to PostgreSQL plus pgvector and dedicated GPU inference nodes.

Tech stack tags

Python HuggingFace Embeddings cloudscraper Docker Compose Enterprise Scale Roadmap

Ortho-Match

Clinical AI

AI Clinical Trial Matcher for Orthopedic Oncology.

Hybrid eligibility filtering and semantic ranking produce explainable trial matches in seconds.

FastAPI Local LLM (Ollama, swappable) PubMedBERT FAISS + SQLite Docker-ready Deployment

Acquisition: Contact to buy

Negotiable for fast close. Includes enterprise integration handover pack.

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Key strengths

  • 100% offline design keeps patient data inside hospital-controlled infrastructure.
  • Two-stage matcher combines SQL hard filters with PubMedBERT semantic ranking.
  • PDF pathology extraction auto-builds structured patient profiles with schema validation.
  • Recommendations are explainable with score interpretation and eligibility rationale.
  • Documented deployment options cover workstation, department server, and enterprise multi-site rollouts.

Tech stack tags

PyMuPDF SQLAlchemy Async Pydantic ClinicalTrials.gov API v2 Enterprise Integration Support

VDR Analyzer Core

M&A Intelligence

Three-stage offline RAG pipeline for Virtual Data Room due diligence.

Separates ingestion, retrieval, and generation paths to maximize reliability on enterprise hardware.

Streamlit Qdrant FastEmbed BGE Ollama or vLLM Dockerized Qdrant

Acquisition: Contact to buy

Negotiable for fast close. Includes enterprise integration handover pack.

Request Demo Buy This Asset

Key strengths

  • CPU-heavy ingestion and retrieval paired with GPU generation balances hardware utilization.
  • Deterministic UUID5 chunk IDs make re-indexing idempotent and duplication-safe.
  • Citation-focused answer formatting improves analyst trust in due-diligence workflows.
  • Air-gap capable operation supports strict enterprise confidentiality requirements.
  • Laptop-safe defaults are included, along with documented environment tuning for enterprise hardware expansion.

Tech stack tags

PyMuPDF + pdfplumber LlamaIndex tenacity Retries Dockerized Qdrant Enterprise Deployment Guide

Studio

Founder

Prawin Kumar

Prawin Kumar

Founder, VyapAI

Currently building and selling production AI assets. BS in Data Science and Artificial Intelligenge at IITG.

Contact

Direct acquisition inquiries welcome

Open to direct acquisition inquiries. Response usually within 24 hours.

prawwiin@gmail.com k.prawin@op.iitg.ac.in Schedule a Call