Agentic AI in Consumer Packaged Goods

CPG teams move fast, but decisions slow down when data, systems, and ownership are fragmented. Agentic AI turns insight into coordinated action, helping CPG leaders respond faster to disruption, protect margins, and scale with greater control.

Introduction
Our Expertise
Why TQA?
Accelerators
Case Studies
Contact

Introduction

CPG leaders are managing disruption across supply and demand while protecting margin in a volatile cost environment. At the same time, market expansion and product launches carry real risk, and the information needed to decide often sits across disconnected systems. Agentic AI in CPG connects data directly to workflows, so issues surface earlier and responses happen faster. Instead of relying on manual follow-ups and reactive coordination, agentic systems automate routine actions, flag exceptions, and support consistent decision-making across supply chain and commercial operations. The result is faster execution with traceable control.

70-95%

Estimated failure rate for new product launches.

1

Month timeframe to establish a single view across shipments and delivery status.

1–3

Months timeframe to start predicting disruption and quantifying impact.

Our Expertise

Agentic AI works in CPG when it supports how your teams run the business day to day. TQA designs and delivers agentic systems that connect your data to the moments where action is needed, then moves work forward with clear controls. That means fewer manual check-ins and faster responses when priorities shift.

Supply Chain

Supply chain disruption creates blind spots that drive avoidable cost and customer impact. Our Supply Chain Command Center creates a single view of in-transit movement and warehouse operations, then flags exceptions early, including delays or temperature risk. As the system matures, agents begin predicting disruption and supporting consistent response.

Route to Market

Expansion is high risk, and launch decisions often depend on incomplete inputs. Route to Market Intelligence combines external market signals with your internal financial and supply realities, so you can focus on the markets that are viable for your business. You get an evidence-based roadmap and scenarios that improve decision speed.

Pricing and Margin

Inflation and volatility erode margin, and promotions can waste spend when teams lack predictive support. Global Pricing and Margin Optimizer improves visibility into leakage and highlights where pricing and promotions are driving loss. It also supports faster decisions with alerts for margin slippage and recommendations grounded in your data.

Data Foundation

These capabilities depend on reliable data flow and automation that fits your environment. TQA uses a layered approach that connects to the systems you already run, prepares data for decisioning, and triggers agentic workflows with guardrails. This keeps delivery vendor-agnostic and designed for adoption, not a one-off pilot.

Why TQA?

TQA turns agentic AI into real-world advantage by delivering systems that work in real operations. We focus on outcomes, build around your current landscape, and design for controlled adoption so the value holds up past the pilot stage.

IMPROVE SUPPLY CHAIN VISIBILITY

Reduce blind spots with a unified view of your operations that supports faster decision making, through greater insight and better outcome modeling.

RESPOND FASTER TO DISRUPTION

Surface at-risk deliveries early and coordinate escalation with less manual effort.

REDUCE LAUNCH RISK

Make expansion and launch decisions using evidence-based roadmaps tied to operational reality.

PROTECT MARGINS

Support pricing and promotion decisions with recommendations grounded in data.

AUTOMATE COORDINATION

Reduce time spent chasing updates across teams and systems.

BUILD GOVERNANCE THAT SCALES

Keep actions traceable and controls consistent as adoption expands.

TQA helped us set up a roadmap and vision and gave us a pathway to success
Head of Commercial Systems Premier Foods

1 / 3

Our developer spent five dedicated days with TQA. This was invaluable. So much so that she re-coded previously developed automations
Mícheál McGrath, Global RPA Lead Carbery Group

2 / 3

TQA has established itself as a trusted and strategic partner to support our automation roadmap and other emerging tech solutions
IT Director Wella

3 / 3

Our Consumer Product Goods Accelerators

Get a clear path to implementing agentic AI in your CPG organization.

Start with a focused use case that proves value quickly, then scale what works across supply and commercial workflows.

Advisory
Professional Services
Managed Services

Align leaders on priorities and define a roadmap across people, process, technology, and governance. This is where you pick the first use case with a clear business case, such as supply chain visibility or margin protection.

Learn how we can help you transform to an agentic enterprise

Design and deliver the workflows, data connections, and guardrails needed to run reliably in production. Common starting points include disruption alerts, market-entry planning workflows, and pricing decision support.

Learn more about agentic and automation solution development

Keep solutions reliable once live with proactive support and continuous improvement so the system evolves as your operating model changes.

Learn more about agentic solution maintenance