Agentic AI for Manufacturing

Manufacturing performance depends on alignment across planning, production, quality, and maintenance. Agentic AI in manufacturing coordinates actions across systems, helping teams keep lines running efficiently.

Agentic AI Built for Real Manufacturing Operations

Rising costs, supply disruption, and regulatory pressure are forcing manufacturers to run tighter, more resilient operations. Safety, quality, sustainability, and compliance are under constant scrutiny. Yet in many organizations, critical data and workflows still live across disconnected engineering, ERP, MES, and supplier systems. This fragmentation turns everyday work into manual coordination. Agentic AI in manufacturing connects these steps into governed, end-to-end workflows. Routine actions are automated, exceptions surface early, and every decision remains traceable. The result is faster execution, fewer errors, and greater confidence that automation supports.

$7.5B

Estimated total addressable market for manufacturing.

5.0

Manufacturers are investing in advanced automation and AI to stay competitive for industry 5.0

4x

A manufacturer reported its RPA pipeline quadrupled year over year after scaling automation (UiPath)

Our Expertise

Agentic AI delivers value in manufacturing when it reflects how work actually moves from engineering into production, and from suppliers through to customers. TQA designs agentic AI workflows for manufacturing that reduce manual coordination while keeping every action auditable, governed, and aligned with operational realities. We focus on systems that manufacturing teams can trust and sustain in day-to-day operations.

Research and Development

Engineering slows down when test evidence and documentation live in different places. Agentic workflows can collect and validate test results from LIMS so outputs are ready for downstream teams. They can also propagate BOM and service instruction updates into connected systems, which reduces downstream rework when designs change.

Sourcing and Procurement

Supplier processes create delays when supplier data is incomplete or verification steps are inconsistent. Agentic workflows can support supplier certification and keep supplier master data current. They also help manage import and export requirements, which reduces back-and-forth during ordering and receiving.

Supply Chain Planning and Logistics

Supply chain disruption creates blind spots that drive avoidable cost and customer impact. TQA’s Supply Chain Command Center brings in-transit movement and warehouse operations into a single view, then flags exceptions early, including delays or temperature risk. As the system matures, agentic workflows begin predicting disruption and supporting consistent response, so teams spend less time chasing updates and more time keeping delivery on track.

Production Scheduling and Plant Operations

Production teams need schedules that reflect real constraints, plus timely updates when conditions change. Agentic workflows can help generate line-level plans and coordinate raw material inventory with production requirements. They also support production performance monitoring by bringing together key signals from shop floor systems into a usable view.

Maintenance and Quality

Downtime and defects often start as small signals that get missed. Agentic workflows can trigger maintenance actions based on analyzed downtime and improve OEE calculations through real-time data collection. On quality, they help streamline non-conformance workflows so corrective actions move faster and defects reduce over time.

Why TQA?

TQA delivers agentic AI in manufacturing that holds up in real manufacturing environments. We work vendor-agnostic and design around your current landscape, with governance that supports adoption and measurable outcomes.

01

REDUCE OPERATIONAL DRAG

Cut manual handoffs in planning and execution so work moves faster.

02

IMPROVE THROUGHPUT

Keep production workflows moving by surfacing exceptions early.

03

STRENGTHEN SUPPLY CHAIN RESILIENCE

Coordinate supplier and logistics workflows so disruption is handled sooner.

04

IMPROVE QUALITY EXECUTION

Speed up non-conformance handling and reduce rework over time.

05

INCREASE PRODUCTIVITY

Automate routine processing so teams focus on exceptions and improvement work.

06

SUPPORT ESG AND COMPLIANCE

Make reporting repeatable through automated data flows and traceable actions.

Our Manufacturing Accelerators

Get a clear path to implementing agentic AI in manufacturing. Start with high-friction workflows, prove value quickly, then scale what works across the value chain.

  • Advisory
  • Professional Services
  • Managed Services

Identify the best starting points and define a roadmap across people, process, technology, and governance. You leave with a plan your teams can execute in real operations.

Set your strategy and roadmap to an agentic enterprise

Design and deliver agentic workflows that integrate with your current systems. Common starting points include supplier onboarding, maintenance coordination, production reporting, and ESG reporting.

Learn more about our agentic solution and development services

Keep critical workflows reliable once live with proactive support and continuous improvement, so automation evolves alongside your operations.

Learn more about 24/7/365 agentic and automation managed services

Schedule a Consultation

We’re here to be your trusted partner in automation, data and AI services. You can schedule a meeting with us by using the form and we’ll be touch.

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