# About Mindgraph AI

Mindgraph AI is a founder-led, AI-native product studio and engineering lab, operated by Selective AI Pvt Ltd, a company registered in India. We help legacy enterprises become AI-native — not as vendors, but like an in-house tech team.

## What we do

We design and build software, ship AI features into existing products, and stand up AI infrastructure for enterprises — spanning strategy, product design, full-stack engineering, and applied AI research.

* Custom copilots, retrieval-augmented systems, agentic workflows, document and voice automation, and fine-tuned domain models.
* RPA and enterprise integration: ERP-connected quotation, purchase-order and document workflows.
* Short strategy engagements that map where AI creates real leverage, size the effort honestly, and end in a prioritised roadmap.
* Ongoing support after launch: monitoring, iteration, and roadmap work, billed monthly.

## How we work

We work as a small, senior team that ships code ourselves rather than a rotating bench of consultants. Every engagement is staffed by the people who actually build the product, so clients get direct access to the engineers and see working software every week. Most engagements start with a scoped discovery sprint or a working pilot before any long-term commitment. A focused MVP typically ships in 6–10 weeks.

## Where we have delivered

We have delivered production systems for clients in India, the UK, and Bangladesh, with experience spanning government, defence, healthcare, energy, and fintech. Each published case study covers the problem, what we built, and the technical details:

* **Software & SaaS:** [Multi-Source Lead Scraping & Scoring Engine](/case-studies/multi-source-lead-scraping-scoring-engine), [Real-Time Sales Call Assistant](/case-studies/real-time-sales-call-assistant)
* **Manufacturing:** [Microsoft 365 Inbox to ERP-Validated Quote Generator](/case-studies/microsoft-365-inbox-to-erp-quote-generator), [Trim-Loss Optimization Engine](/case-studies/trim-loss-optimization-engine), [Multi-Retailer PO-to-Production ERP RPA Layer](/case-studies/multi-retailer-po-to-production-erp-rpa), [SAP RPA for Export-Oriented Clothing Mill](/case-studies/sap-rpa-platform)
* **Logistics:** [No-API Legacy ERP-to-REST Bridge](/case-studies/no-api-legacy-erp-to-rest-bridge), [Fuel Expense Reconciliation Ecosystem](/case-studies/fuel-expense-reconciliation-ecosystem), [Mindgraph TMS](/case-studies/mindgraph-tms), [ETA Sentinel](/case-studies/eta-sentinel)
* **Legal Services:** [Context-Aware Secure Real-Time Multilingual Transcription Engine](/case-studies/legal-transcription-engine), [Personal Injury Case Management Platform](/case-studies/personal-injury-case-management-platform)
* **Financial Services:** [Self-Hosted Real-Time KYC Image-to-Text API](/case-studies/augmont-kyc-verification)
* **Sports & Facilities:** [MultiFacility Sports Ecosystem ERP](/case-studies/sports-city-operating-system)
* **HR Tech:** [Candidate Screening Systems for HR Companies](/case-studies/elite-standard-screening-automated)
* **E-Commerce:** [PPC & Inventory Intelligence Platform](/case-studies/ppc-inventory-intelligence-platform)
* **Customer Engagement:** [AI Voice Calling Platform](/case-studies/emaavy-ai-voice-calling)
* **Agriculture:** [Field-to-Dispatch Operations Platform](/case-studies/field-to-dispatch-operations-platform), [QR & Blockchain Traceability Platform](/case-studies/qr-blockchain-traceability-platform)
* **Food Processing:** [Poultry ERP & WhatsApp Ordering Platform](/case-studies/poultry-erp-whatsapp-ordering-platform)
* **PropTech:** [Resident Experience & Operations Platform](/case-studies/resident-experience-operations-platform)
* **EdTech:** [AI Program Management Platform](/case-studies/ai-program-management-platform)
* **Interior Design:** [CAD-to-Render Visualization Platform](/case-studies/cad-to-render-visualization-platform)
* **Hospitality:** [Boutique Island Hostel Website](/case-studies/boutique-island-hostel-website)
* **Security Research:** [Polkadots PrivEsc](/case-studies/polkadots-privesc)

## Founders

### Swapravo Sinha Roy — Founder

![Swapravo Sinha Roy, Founder of Mindgraph AI](/team/swapravo.png)

Full-stack automation engineer and security researcher with 10 years building enterprise SaaS, AI pipelines, and backend infrastructure for $10M–$1B+ businesses. Architected ERP and CRM systems for a 125-acre sports city in Dhaka, cut a UK law firm's transcription costs from $165K to $6K a year, built a high-availability KYC OCR pipeline for a $7B gold lender, and reduced SAP document processing from 20 minutes to under 1. Formerly an independent security researcher — authored the first public exploit for CVE-2021-3560. Leads architecture, delivery, and client strategy at Mindgraph AI.

[LinkedIn](https://www.linkedin.com/in/swapravo/)

### Anirban Paul — Co-Founder

![Anirban Paul, Co-Founder of Mindgraph AI](/team/anirban.png)

Machine learning engineer building cognitive AI products — LLMs, retrieval-augmented generation, and vector databases — at Oracle Cloud Infrastructure since 2022. Previously shipped churn-prediction and search-ranking models at BlackBuck, NLP and computer-vision procurement bots at Zycus, and document-understanding systems (computer vision, NER, credit-risk analysis) at Wipro Digital. B.Tech from VIT Vellore; mentors ML/AI cohorts at AlmaBetter, Newton School, and UpGrad. Leads AI/ML architecture and applied research at Mindgraph AI.

[LinkedIn](https://www.linkedin.com/in/paulanirban4/)

## Contact

Email [hello@mgraph.dev](mailto:hello@mgraph.dev) or [book a call](https://calendly.com/swapravo/meet). Full company details are on the [contact page](/contact).