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R&D of New Products — Low Automation

Industry

Manufacturing & Industry

Company size

Medium (50–150 employees)

Process to be automated

R&D process: ideation, prototyping, and product validation

Process description

The process includes idea generation, market research, prototype design, lab testing, technical adjustments, regulatory validation, and launch decision-making. It involves engineering, marketing, and leadership teams. It requires creativity, experimentation, and strategic decision-making under high uncertainty.

ROI Automation, recommendation and costs

COP

currency $:

Nivel de Automatización
% Automatizable
Casos al Mes
Tiempo por Caso (horas)
Low
15
1
160
Personas Involucradas
Nivel de Cargo Promedio
Average Monthly Salary
Real Company Cost with Benefits
6
Level 1 (Director) + Level 2 (Technical Manager) + Level 3 (Engineers)
7.000.000
10.733.000
Monthly Operational Cost
Annual Operational Cost
Estimated Monthly Savings
19.319.000
231.828.000
2.897.850
Estimated Annual Savings
Year 1 Investment
Net Benefit Year 1
34.774.200
10.228.950
24.545.250
Cumulative Net Benefit 3 Years
FTE Equivalente Liberado
83.887.350
0.9

Power in Numbers

240

ROI Year 1 (%)

3.5

Payback (months)

3.4

Cost/Benefit ratio

⚠️ AUTOMATE ONLY PARTIALLY

Although the ROI appears attractive, 85% of the process is creative and research work that cannot be automated. The automatable 15% corresponds to: project task tracking, test and results logging, milestone alerts, and progress report generation. We recommend implementing a project management workflow for R&D (not decision automation). The real value is not in saving hours, but in traceability and preserving institutional knowledge.

Signs of inefficiency detected

• No systematic record of what was tested and why it was discarded • Process knowledge in the heads of 1–2 key engineers • Project milestones without automatic alerts • Progress reports generated manually every 15 days

Does your R&D team lose knowledge when someone leaves? Protect it with traceability

+1- 407 9907657
mmp@timeautomationagency.com

NEVADA, United States

Fax : +1 775-375-4140

Shipping Address: BWH1-232-2 4104 L B MCLEOD ORLANDO, FL 32811-5650 United States

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