We build practical, deterministic AI systems that empower engineering, manufacturing, and business teams to eliminate repetitive bottlenecks and deliver measurable impact.
Led by our flagship Engineering Design Automation platform, translating concepts and 2D drawings into parametric 3D CAD, automated fabrication drawings, and verified E-BOMs, alongside Vision AI Inspection, Industrial Operations, and Executive Decision Intelligence.
Instead of automating one isolated task, VM Micro connects engineering design, shop-floor manufacturing operations, and executive decision-making into a unified AI ecosystem.
Empowering engineers across the product development lifecycle: automating concept and 2D blueprint conversion to parametric 3D CAD, deterministic ASME/refractory solvers, 2D fabrication drawings, and E-BOMs.
AI-powered solutions that improve manufacturing productivity, quality, material utilization, operational efficiency, and industrial decision-making.
AI products and solutions that improve business processes, workforce effectiveness, customer engagement, enterprise productivity, and management decisions.
Accelerate engineering from concept to production: translate 2D drawings and sketches into parametric 3D CAD, run deterministic ASME and refractory thermal solvers, and auto-generate 2D fabrication drawings and E-BOMs.
Inspect physical components, surfaces, labels, drawings, and complex documents, from OCR and visual verification to real-time camera inspection.
Connect production, maintenance, engineering, materials, quality and procurement information to improve operational visibility and decision-making.
Unify ERP, CRM, HRMS, and operations into a single predictive decision engine with executive cockpits, automated anomaly detection, and scenario simulation.
Deploy fine-tuned Small Language Models and deterministic physics/CAD solvers inside your air-gapped VPC or on-premises GPU cluster with zero data egress.
Partner with our consulting leaders and forward-deployed engineers to identify, prioritize, and architect high-ROI AI solutions tailored to your workflows.
While generic AI focuses on writing text or summarizing documents, industrial engineers in heavy manufacturing, refractory systems, automotive, and process equipment still spend up to 35% of their time on manual 3D modeling, iterative design refinements, and 2D drafting. We build AI to empower engineers, not replace them, automating the full engineering-to-manufacturing lifecycle:
Ingest conceptual sketches, customer tender PDFs, and legacy 2D DWG/DXF drawings with spatial vector intelligence.
Synthesize constrained 3D CAD assemblies validated by deterministic ASME Section VIII, API 560, and refractory thermal solvers.
One master model generates every fabrication drawing: orthographic views, sectional cuts, GD&T callouts, and lining schedules.
Automatically extract structured E-BOMs, match ERP material masters, verify STC/MTC certificates, and optimize remnant plate nesting.
Organizations worldwide are investing heavily in AI, yet only a small percentage have successfully embedded AI into their core operations and business models.
Initiating AI projects without a long-term strategic vision or direct alignment with core business priorities.
Disconnect between technical data science teams and front-line business operations/functional leaders.
Siloed data repositories, poor data quality, and lack of unified data access protocols for AI models.
Regulatory compliance risks, data privacy barriers, and lack of responsible AI guidelines.
Internal gaps in AI capabilities, from engineering talent to business managers who understand how to deploy AI solutions.
Getting stuck in endless proof-of-concept loops without clear paths to production environments.
We bridge the gap between AI ambition and business outcomes.
We work with enterprise leadership to implement sustainable, business-driven AI solutions.
Assess organizational readiness, identify opportunities, and develop an actionable AI roadmap.
Learn MoreDesign and deploy AI powered solutions that improve efficiency, quality, decision making, and customer experience.
Learn MoreDevelop AI ready leaders, managers, and teams through executive programs and enterprise learning initiatives.
Learn MoreEstablish responsible AI frameworks, governance structures, and adoption programs that enable sustainable scale.
Learn MoreHeavy manufacturing, defense-grade fabrication, and capital equipment enterprises cannot upload proprietary CAD blueprints to public APIs or risk probabilistic hallucinations on pressure-vessel wall thicknesses. VM Micro combines domain-trained Small Language Models (SLMs) with deterministic mathematical and codal engines.
2D P&ID / GA blueprint cognition & parametric 3D FreeCAD/STEP assembly synthesis.
Multi-layer refractory conduction, heat-flux solvers & ASME Section VIII checks.
Automated E-BOM extraction, remnant nesting & rapid RFQ Bid-Pack estimation.
MTC/STC metallurgical certificate verification & real-time optical defect vision.
Most enterprises operate with critical data trapped across disconnected ERP, CRM, HRMS, and plant MES databases. Leadership waits days for manually reconciled spreadsheet packs that only explain what happened last month.
VM Micro's Enterprise Decision Intelligence platform unifies cross-system telemetry into a governed semantic layer, progressing your organization across five distinct stages of analytical maturity so executives can simulate scenarios and act with confidence.
Automated cross-system ETL pipelines replace manual Excel reconciliation with live, single-source-of-truth KPI scorecards.
Automated root-cause drilldowns isolate margin leakage, OEE drops, or procurement variance across plants and SKUs.
ML forecasting predicts demand shifts, equipment failures, working-capital crunches, and supplier delivery delays before impact.
Constraint-based optimization recommends optimal reorder quantities, production schedules, and pricing adjustments.
Natural-language executive querying and "what-if" scenario simulation governed by strict role-based access control.
See how our enterprise clients achieve operational excellence and workflow automation with AI.
A mid-size enterprise replaced fragmented spreadsheet reporting with a unified business intelligence dashboard, consolidation of data, and natural-language queries for faster executive decision-making.
An industrial manufacturer integrated production, maintenance, and quality data with real-time OEE tracking and predictive analytics to proactively resolve bottlenecks and prevent machine downtime.
An equipment manufacturer aggregated ERP transactions and quality records to enable real-time supplier performance scorecards, automatic spend analysis, and proactive vendor dependency risk detection.
A steel fabrication firm implemented an optimization platform using CAD geometry extraction to recommend suitable reusable remnants, maximizing material utilization and reducing plate procurement costs.
An industrial manufacturer automated Engineering BOM generation from CAD drawing files using Document AI and OCR, matching component parts against ERP material masters to reduce transcription errors.
An engineering manufacturer deployed an AI reviewer to extract chemical and mechanical parameters from Supplier Test Certificates, comparing values against ASME/ASTM compliance codes automatically.
Meet the consulting partners who help organizations translate complex business challenges into practical AI strategies, solution priorities, and scalable transformation initiatives.
Specializes in business analytics, quantitative marketing, and pricing strategy with world-class academic and industry expertise.
Specializes in applying AI/ML for predictive quality, process optimization, and supply chain agility with 35+ years of FMCG manufacturing experience.
Directs applied AI research, advanced optimization algorithms, and predictive frameworks for enterprise-scale industrial applications.
Specializes in data science, analytics platforms, and enterprise AI adoption with decades of technology leadership experience.
Focuses on enterprise AI strategy, digital transformation, applied AI capability building, and accelerating organizational adoption.
Specializes in data engineering, enterprise data architecture, and secure data pipeline integration for scalable AI deployments.
Specializes in Generative AI, agentic AI systems, RAG, computer vision, and end-to-end intelligent automation architecture.
A structured approach to take organizations from initial awareness to enterprise-wide scale.
We build domain-specific AI applications that integrate with existing workflows and databases.
Optimize plant operations, quality control, predictive maintenance, and supply chain logistics.
Leverage demand forecasting, inventory optimization, and customer analytics.
Improve clinical decision support, document intelligence, and patient operations.
Automate risk analytics, compliance reporting, and financial transactions.
Optimize route planning, warehouse logistics, and vendor procurement.
Supported on their AI transformation and execution journey.
Average reduction in document processing time via automated intelligence.
Improvement in operational efficiency across key use cases.
Unlike consulting firms that stop at strategy, or dev shops that only write code, VM delivers end-to-end support that addresses technology, process, and people.
We start with your business goals, not the technology, ensuring AI initiatives deliver real value.
From strategy and use case discovery to deployment and change management, we support you at every stage.
We design and implement secure, compliant, and scalable solutions that meet enterprise requirements.
We build internal capabilities and manage change, ensuring your team successfully adopts and scales AI.
We believe AI will define the future of business. Our vision is to help organizations of all sizes leverage the power of AI to drive innovation, efficiency, and growth, while establishing responsible governance models that ensure long term success.
Partner with VM to assess your readiness, discover high-impact use cases, and implement AI solutions that drive real business outcomes.