Engineering and product preparation
Reduce manual work across specifications, configurations, artwork, documentation, reviews, and production-ready outputs.
AI Transformation for Manufacturing
Improve the work around production, not just the technology on the factory floor.
VBT helps manufacturers redesign high-value workflows across engineering, production, quality, planning, service, and business operations, then builds the systems that make the improvement real.
Start where delay, rework, fragmented information, or expert bottlenecks create meaningful cost.
The operating reality
Most manufacturers do not have a shortage of systems. They have a shortage of flow.
The work behind production often moves through ERP, manufacturing systems, product data, quality tools, documents, spreadsheets, email, and knowledge held by experienced employees.
People spend enormous effort translating between those systems, checking whether information is complete, coordinating decisions, and recovering when one handoff breaks.
Adding an AI tool to one screen may make a task faster. The larger opportunity is to redesign the complete workflow so information, people, systems, and decisions move together.
Where AI can create value
Look for repeated work where delay, inconsistency, or expert scarcity affects the economics.
Quoting and order intake
Interpret requirements, gather the right context, prepare configurations, and move complex requests into production faster.
Planning and inventory
Improve forecasting, purchasing, inventory decisions, exception handling, and visibility across products and locations.
Quality and compliance
Support inspections, documentation, root-cause analysis, corrective actions, standards, and approval workflows.
Service and maintenance
Give teams better access to product knowledge, troubleshooting history, work orders, parts information, and recommended next actions.
Operational intelligence
Bring fragmented operating information together for reporting, variance analysis, recommendations, and better management decisions.
Two paths to impact
Redesign the workflow or rebuild the system holding it back.
Transform the work that should operate differently, or modernize the system preventing it from doing so.
Transform Work
Redesign a repeated manufacturing workflow, such as engineering preparation, quoting, quality, planning, purchasing, or service, and build the production system that makes it faster, more consistent, and easier to scale.
Explore Transform WorkModernize + AI
Rebuild the platforms, integrations, data foundations, and internal applications constraining operations, then make them ready for future intelligent workflows and experiences.
Explore Modernize + AIProduct strategy, experience design, AI engineering, and software delivery are brought into either path as the work requires.
Built for manufacturing reality
Transformation cannot come at the expense of production.
Keep the business running
Launch in phases, protect live operations, and avoid unnecessary big-bang replacement programs.
Integrate before replacing
Preserve useful systems of record and redesign how the work moves across them.
Make recommendations explainable
Show the information, logic, and assumptions behind decisions where operators and leaders need confidence.
Keep experienced people in control
Use AI to reduce preparation, coordination, and repetitive execution while preserving accountability and expert judgment.
Manufacturing and operational work
Focused workflows. Measurable operating change.
Transform WorkWorld Emblem
Turning one AI workflow into company-wide transformation.
VBT started with one high-value production workflow, proved meaningful results, and expanded across departments as each success created new capabilities, confidence, and compounding returns.Approximately 70%Routine production work automatedMillionsIn projected annual valueRead Case Study Modernize + AIClear Packaging
Rebuilding a critical platform without stopping the business.
VBT modernized a core laboratory platform and customer experience in phases, improving performance and flexibility while protecting live operations throughout the transition.Minutes to secondsReport performance10×Reporting flexibilityRead Case Study Transform WorkNational Food Distributor
Turning fragmented data and buyer instinct into explainable, AI-supported decisions.
VBT built a production platform combining trusted product data, machine-learning forecasts, explainable recommendations, and natural-language analytics to improve high-value purchasing decisions.17,000+ ProductsMatched and validated at 99.99% accuracyProduction AIForecasts and analytics assistant launched in 2024Read Case StudyStart with the constraint
Find one manufacturing workflow worth changing.
VBT can help identify where redesigning the work can improve cost, capacity, speed, quality, visibility, or customer value.