Product, Plant, and Performance.
(AI CAPA)
01
Product Innovation & PLM
Align product development, specifications, and data to accelerate speed to market and improve launch success.
Representative Work:
- PLM readiness assessments and transformation roadmaps
- Requirements definition and RFP execution for global PLM selection
- Formula, specification, and claims data model design
- Product data governance and standardization across regions
- PLM implementation advisory and vendor alignment
02
Factory Digital Enablement
Prepare and enable manufacturing operations with the systems, data, and processes required for reliable, scalable execution.
Representative Work:
- Factory digital readiness assessments across global networks
- MES / shop floor system selection and deployment support
- Commissioning, CQV, and UAT structure and governance
- Manufacturing data model alignment (resources, lines, assets)
- Site rollout planning and deployment playbooks
03
Connected Digital Thread
Connect PLM, manufacturing, quality, and supply chain to create a unified, trusted flow of data across the enterprise.
Representative Work:
- End-to-end digital thread architecture (PLM ↔ MES ↔ ERP ↔ QMS)
- Master data model design across product, plant, and quality domains
- Integration strategy and interface definition across core systems
- Data governance frameworks and ownership models
- Cross-system traceability and genealogy enablement
04
Decision Intelligence
Turn operational data into actionable insights to drive adoption, optimize performance, and sustain value over time.
Representative Work:
- KPI frameworks and performance management systems
- Factory and enterprise-level digital maturity assessments
- Data and analytics platforms for operational visibility
- AI / agent use case definition (data quality, impact analysis, workflow automation)
- Post-go-live adoption and value realization programs
Industries We Serve
Food and Beverage
Production, processing, distribution, and sale of food and drinks.
CPG
Food, beverages, toiletries, and cleaning products sold in packaged form.
Manufacturing
Production of goods through the use of labor, machinery, tools, and chemical or biological processing.
Grocery
Sale of food and household items to consumers, including supermarkets, grocery stores, and online food retailers.
Food Retail
Sale of food and beverages to consumers through various outlets, including specialty food stores and online platforms.
Cosmetics
In cosmetics, speed, compliance, and brand integrity must align. We unify product, quality, and supply chain to accelerate innovation.
Problems We Solve
Lack of Strategic Alignment
The organization’s current state does not align with its strategic goals and objectives.
Inadequate Readiness for Change
The organization lacks readiness for implementing new processes, technologies, or organizational changes.
Maturity Gaps Against Industry
The organization’s innovation and agility fall short of industry standards or best practices.
Inefficient Processes Impacting Productivity
Existing processes are inefficient, leading to wasted time, resources, and decreased productivity.
In the News
Intelligent Innovation and Product Data Readiness
March 24, 2026
