# Mindgraph AI > Mindgraph AI is an AI-native product studio and engineering lab. We help legacy enterprises become AI-native — not as vendors, but like an in-house tech team. ## About Mindgraph AI is an AI-native product studio and engineering lab. 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. We're a small, senior team that ships code ourselves rather than managing a bench of subcontractors — every engagement is staffed by the people who actually build the product. Clients get direct access to the engineers, fast iteration cycles, and delivery experience spanning government, defence, healthcare, and fintech-scale systems. More: [About](https://www.mgraph.dev/about) · [Team](https://www.mgraph.dev/team) · [FAQ](https://www.mgraph.dev/faq) · [Contact](https://www.mgraph.dev/contact) ## Case studies - [Multi-Source Lead Scraping & Scoring Engine](https://www.mgraph.dev/case-studies/multi-source-lead-scraping-scoring-engine) (Software & SaaS): An 11-platform prospecting habit, replaced by one scored pipeline. - [Microsoft 365 Inbox to ERP-Validated Quote Generator](https://www.mgraph.dev/case-studies/microsoft-365-inbox-to-erp-quote-generator) (Manufacturing): An AI agent that reads incoming material requests, checks them against the ERP, and drafts the quotation before a person opens the email. - [No-API Legacy ERP-to-REST Bridge](https://www.mgraph.dev/case-studies/no-api-legacy-erp-to-rest-bridge) (Logistics): Turning a click-only ERP portal into three REST endpoints that return a finished Excel report. - [Fuel Expense Reconciliation Ecosystem](https://www.mgraph.dev/case-studies/fuel-expense-reconciliation-ecosystem) (Logistics): Replacing informal card handoffs and untracked vehicle assignments with a system the team is required to keep honest. - [Context-Aware Secure Real-Time Multilingual Transcription Engine](https://www.mgraph.dev/case-studies/legal-transcription-engine) (Legal Services): A transcription engine that joins the call, translates as it listens, and never loses a word even when the connection drops. - [Real-Time Sales Call Assistant](https://www.mgraph.dev/case-studies/real-time-sales-call-assistant) (Software & SaaS): An invisible second brain on every sales call, answering from the company's own product material before the rep even finishes hearing the question. - [Trim-Loss Optimization Engine](https://www.mgraph.dev/case-studies/trim-loss-optimization-engine) (Manufacturing): A mathematical cutting engine that groups a paper mill's daily orders into combinations that waste far less paper. - [Multi-Retailer PO-to-Production ERP RPA Layer](https://www.mgraph.dev/case-studies/multi-retailer-po-to-production-erp-rpa) (Manufacturing): Normalizing every retailer's idiosyncratic purchase-order format into one standard schema before it touches production. - [Self-Hosted Real-Time KYC Image-to-Text API](https://www.mgraph.dev/case-studies/augmont-kyc-verification) (Financial Services): A document-quality gate and an AI reader working together, so a bad photo never wastes an extraction call and a good one gets structured data back in seconds. - [MultiFacility Sports Ecosystem ERP](https://www.mgraph.dev/case-studies/sports-city-operating-system) (Sports & Facilities): End-to-end ERP, CRM, and digital infrastructure for a 125-acre multi-sport city in Dhaka. - [Candidate Screening Systems for HR Companies](https://www.mgraph.dev/case-studies/elite-standard-screening-automated) (HR Tech): A two-layer AI interviewer that generates candidate-specific questions, delivers a live voice interview, and outputs a SELECTED/REJECTED recommendation with AI-written rationale. - [SAP RPA for Export-Oriented Clothing Mill](https://www.mgraph.dev/case-studies/sap-rpa-platform) (Manufacturing): Multi-tenant platform that reads scanned SAP documents with AI and posts them straight into SAP over a self-healing VPN tunnel. - [PPC & Inventory Intelligence Platform](https://www.mgraph.dev/case-studies/ppc-inventory-intelligence-platform) (E-Commerce): A platform that watches every dollar of Amazon ad spend and every unit of inventory, and tells you exactly what to do about both. - [AI Voice Calling Platform](https://www.mgraph.dev/case-studies/emaavy-ai-voice-calling) (Customer Engagement): Multi-tenant platform that runs AI voice agents over real phone lines — outbound campaigns and inbound reception, both handled by the same conversational AI. - [Field-to-Dispatch Operations Platform](https://www.mgraph.dev/case-studies/field-to-dispatch-operations-platform) (Agriculture): A role-based mobile ERP that replaces free-text WhatsApp logging across a banana export operation's entire field-to-dispatch chain. - [QR & Blockchain Traceability Platform](https://www.mgraph.dev/case-studies/qr-blockchain-traceability-platform) (Agriculture): Two-tier QR traceability down to the individual banana, with an optional blockchain seal that lets a buyer verify a shipment without taking the exporter's word for it. - [Poultry ERP & WhatsApp Ordering Platform](https://www.mgraph.dev/case-studies/poultry-erp-whatsapp-ordering-platform) (Food Processing): An ERP, CRM, and WhatsApp ordering system that replaces three notebook checkpoints and a retail till with one live, auditable ledger. - [Resident Experience & Operations Platform](https://www.mgraph.dev/case-studies/resident-experience-operations-platform) (PropTech): A resident experience that lives entirely in WhatsApp, feeding a single operations system built for the staff running the business. - [AI Program Management Platform](https://www.mgraph.dev/case-studies/ai-program-management-platform) (EdTech): A platform that automatically scores every live training session and manages instructor availability before a cancellation becomes a crisis. - [CAD-to-Render Visualization Platform](https://www.mgraph.dev/case-studies/cad-to-render-visualization-platform) (Interior Design): A pipeline that turns a CAD floor plan directly into a full set of photorealistic marketing renders. - [Boutique Island Hostel Website](https://www.mgraph.dev/case-studies/boutique-island-hostel-website) (Hospitality): A photography-led website built entirely around the hostel's own personality, not a generic travel-booking template. - [Personal Injury Case Management Platform](https://www.mgraph.dev/case-studies/personal-injury-case-management-platform) (Legal Services): An MVP case management platform connecting the law firm, the patient, and every provider involved in a case, with the access controls a legal and medical record actually needs. - [Mindgraph TMS](https://www.mgraph.dev/case-studies/mindgraph-tms) (Logistics): Multi-tenant transport management for container exporters: shipments, per-container sales orders, truck legs, customs, documents and charges, with 5 roles and row-level isolation. - [ETA Sentinel](https://www.mgraph.dev/case-studies/eta-sentinel) (Logistics): Cost-effective daily ocean-shipment tracker for an apparel sourcing desk: reads the ETA sheet, checks 17 shipping lines every morning, and flags each shipment that will miss its cancel date. - [Polkadots PrivEsc](https://www.mgraph.dev/case-studies/polkadots-privesc) (Security Research): A proof-of-concept Linux local privilege escalation for CVE-2021-3560: races polkit's D-Bus accounts service to plant a passworded, privileged user in under a second. --- Mindgraph AI · [hello@mgraph.dev](mailto:hello@mgraph.dev) · [Book a call](https://calendly.com/swapravo/meet) · [All pages](https://www.mgraph.dev/llms.txt)