# Gen8i > The AI transformation layer for the industrial enterprise — generative models, autonomous agents and process intelligence in a single secure, governed platform. Gen8i builds enterprise-grade AI platforms for engineering, procurement and construction (EPC), manufacturing, energy, infrastructure and industrial operations. Three products — GEN8, GENFlow and Flux AI — are backed by eighteen production deployments with measured outcomes across pharma, chemicals, FMCG, logistics, agritech, HR and engineering. The emphasis is governed, domain-specific AI that survives production: retrieval grounded in enterprise documents with source citations, agentic workflows with human review points, guardrails against PII disclosure, full audit traceability, and compliance checking against real engineering and regulatory standards. The platforms are LLM-agnostic and cloud-agnostic, and customer data never trains foundation models. Gen8i has offices in India, Norway, the United Kingdom and the United States. ## Products - [GEN8 — Full-stack generative AI platform](https://gen8i.com/products/gen8): Build enterprise knowledgebases with insight extraction and content creation across regulated, mission-critical workflows. GEN8 Studio provides use-case templates, prompt operations with an evaluation harness, an agent builder with MCP support, and built-in observability and traceability. GEN8 Workspace is the consumption layer — branded multi-tenant interface, SSO and role-based access control, threaded chat grounded in documents, PII redaction and policy enforcement. Unified AgentOps covers MCP server hosting, a third-party agent registry, custom agent runtime, multi-agent orchestration and lifecycle automation. G-Fence Guardrails monitor input and output to enforce policy and block PII disclosure. Also includes data lineage tracking, AI observability, hybrid-search knowledgebase and prompt studio. Stated outcomes: 10x faster time-to-PoC, 60% lower operating cost. LLM-agnostic and cloud-agnostic, GDPR-compliant, answers carry source citations, and user data never trains foundation models. Built for regulated industries including pharma, life sciences and financial services. - [Flux AI — AI operating layer for EPC firms](https://gen8i.com/products/flux): Reads, validates and acts on engineering drawings, tenders, vendor proposals and compliance documents in real time. Six intelligent hubs: Drawing Hub for P&ID and MEP analysis with GMP compliance checking; RFI/RFP/Tenders Hub for proposal automation and retrieval-grounded Q&A; Vendor Intelligence for scoring and comparative analytics; BOQ Analysis for quantity and cost intelligence; Deliverables Generator for pharma EPC documents; and Knowledge Bank, a RAG system grounded in GMP and FDA regulations. Capabilities include document ingestion across drawings, tenders, BOQs and vendor documents, symbol detection and tag cross-referencing, compliance scoring against regulatory standards, and bill-of-quantities extraction with anomaly detection. Stated outcomes: 70% drawing review time saved, 5x faster tender response, 94% GMP compliance score, 921 engineer hours saved per month. Differentiators are ground-truth sourcing where outputs cite regulatory standards and internal documents, full audit traceability, and pharmaceutical-grade compliance by default. Built for EPC consultants and service providers, particularly in pharmaceutical manufacturing under GMP and FDA requirements. - [GENFlow — AI workflow generation and process intelligence](https://gen8i.com/products/genflow): From a sentence to a running workflow in minutes. Prompt-to-workflow generation converts plain English into executable diagrams, edited on a visual canvas with drag-and-drop steps, branches and approvals. Process mining analyses event logs from enterprise systems to map how work actually flows, with bottleneck analysis surfacing slow handoffs and rework loops, and simulation testing proposed changes against historical data before rollout. Git-style version control provides branching, diffs and approvals. Pre-built integration blocks connect SAP, Salesforce, ServiceNow and others, with live dashboards for cycle time, throughput and SLA compliance. Stated outcomes: 80% less time than traditional BPM, zero lines of code. The differentiator is discovering real workflows through process intelligence rather than assuming a known process, in contrast to consultant-led BPM modelling. Business users, analysts and operations leads design workflows; engineers extend them with custom code; governance teams approve them. ## Case Studies Eighteen production AI deployments with measured outcomes. Full index at [gen8i.com/case-studies](https://gen8i.com/case-studies). - [GEN8 AI Accelerator Framework](https://gen8i.com/case-studies/gen8-ai-accelerator): Cross-vertical enterprise AI backbone for building, validating and deploying domain-specific AI workflows on a governed foundation. The reference architecture underpinning the deployments below. ## Case Studies — Engineering, EPC and Manufacturing - [DrawEX — P&ID Compliance Scoring](https://gen8i.com/case-studies/drawex-pid-compliance): Validates P&ID drawings against compliance checkpoints in three minutes rather than four hours, using symbol detection and tag cross-referencing scored against GMP standards. EPC, manufacturing and pharma. - [BOQ Comparison and Cost Deviation Engine](https://gen8i.com/case-studies/boq-cost-deviation): Aligns design-stage and implementation-stage bills of quantities line by line to surface cost creep early, flagging quantity and rate anomalies before they compound. Construction and EPC. - [PharmaGEN8 — AI Platform for Pharma Engineering, Compliance and Operations](https://gen8i.com/case-studies/pharmagen8-platform): Unified platform connecting design, compliance and procurement across the pharma project lifecycle rather than treating them as separate systems. Pharma manufacturing and EPC. - [AI-Based 3D Cabinet Generation from Architectural Plans](https://gen8i.com/case-studies/ai-3d-cabinet-generation): Converts 2D architectural plans into parametric 3D layouts in ten minutes, replacing manual modelling. Architecture, interior design and construction. ## Case Studies — Procurement and Supply Chain - [VendorEX — Vendor Proposal Analysis](https://gen8i.com/case-studies/vendorex-proposal-analysis): Analyses vendor proposals of 50 to 200 pages through natural-language queries in minutes, replacing line-by-line manual comparison. Pharma manufacturing. - [Procurement Intelligence Engine — FMCG](https://gen8i.com/case-studies/procurement-intelligence-fmcg): Vendor scoring and negotiation recommendations across more than $200M of annual spend. FMCG and retail. - [VendorIntel — Vendor Intelligence and Negotiation Optimisation](https://gen8i.com/case-studies/vendorintel-negotiation): Turns scattered vendor data into negotiation-ready insights through a conversational interface, so category managers query rather than build spreadsheets. FMCG retail. - [Intelligent Document Processing for Logistics](https://gen8i.com/case-studies/logistics-idp): Processes more than 15,000 shipping documents daily with confidence-scored extraction, routing low-confidence items to human review. Logistics and supply chain. ## Case Studies — Pharma, Chemicals and Compliance - [DocEX — Clinical Research Data Structuring](https://gen8i.com/case-studies/docex-clinical-structuring): Converts scattered clinical Excel files into regulatory-ready structured data suitable for submission. Pharma and biotech. - [Central Intelligence Platform — Chemical Industry](https://gen8i.com/case-studies/central-intelligence-chemical): Knowledge graph combining regulatory monitoring, safety data sheet automation and eco-alternative recommendation across a chemical product portfolio. Chemicals and pharma. - [Cortex-GRC — AI Risk Assessment and Compliance Framework](https://gen8i.com/case-studies/cortex-grc): Automates AI risk scoring and compliance mapping across multiple regulations simultaneously, for organisations governing their own AI estate. Cross-vertical enterprise governance. ## Case Studies — Knowledge Work and Operations - [G8Rep — AI-Driven Research Report Generation](https://gen8i.com/case-studies/g8rep-research-reports): Reduces research report cycles from five to seven days down to hours through agentic synthesis across sources. Innovation, R&D and strategy consulting. - [Automated Email Reply and CRM Sync](https://gen8i.com/case-studies/email-reply-crm): Classifies and replies to more than 5,000 support emails monthly with automatic CRM record updates. SaaS and support operations. ## Blog Field notes on enterprise AI in production — project operations, engineering drawing compliance, and procurement intelligence across RFP, RFI and tender workflows. Index at [gen8i.com/blog](https://gen8i.com/blog). - [Automating Project Operations with Flux AI](https://gen8i.com/blog/automating-project-operations-with-flux-ai): Turning EPC document chasing, status reconciliation and handovers into a governed agent-driven loop. 2026-07-14. - [Addressing Engineering Drawing Compliance with AI](https://gen8i.com/blog/ai-engineering-drawing-compliance-workflow): Making P&ID and GA drawing review repeatable and consistent without removing the engineer. 2026-07-08. - [Adding Intelligence to RFP and RFI Response Workflows](https://gen8i.com/blog/intelligent-rfp-rfi-response-workflows): Using retrieval over past submissions to produce compliant first-draft bid responses in hours. 2026-06-30. - [AI in Tender Evaluation and Vendor Comparison](https://gen8i.com/blog/ai-tender-evaluation-vendor-comparison): Normalising and scoring vendor proposals against a technical specification, defensibly. 2026-06-18. - [Agentic Procurement: Intelligence Across Source-to-Contract](https://gen8i.com/blog/agentic-procurement-operations-source-to-contract): Connecting intake, sourcing, evaluation and contracting into one governed agentic process. 2026-06-05. ## Company - [Contact Gen8i](https://gen8i.com/contact): Offices in India, Norway, the United Kingdom and the United States. Book a demo or start a conversation. ## Optional - [G8 HREx — AI Talent Search and Shortlisting](https://gen8i.com/case-studies/g8-hrex-talent-search): Semantic talent search and CV scoring across a candidate base of more than 100,000. HR tech and recruitment. - [AI Interview Summariser and Recommendation Engine](https://gen8i.com/case-studies/interview-summarizer): Transcribes interviews and produces standardised, comparable hiring recommendations. Recruiting and talent operations. - [Farmhand — Process Data Intelligence](https://gen8i.com/case-studies/farmhand-john-deere): Real-time efficiency scoring across more than 50 farm equipment telemetry signals. Agritech. - [AI-Based Facial Skin Analysis and Product Recommendation](https://gen8i.com/case-studies/facial-skin-analysis): Real-time webcam skin analysis with personalised product recommendation. Skincare and D2C commerce.