Lesson 71 of 78 · Value, Deployment & Stewardship
Lifecycle Business Case & Integration Contract
An automation business case is a lifecycle cash-flow and capability model, not “labor hours times wage.” Include benefits only where the organization can realize them and costs wherever the system creates them.
Cost structure
Include discovery, engineering, equipment, tooling, fixtures, guarding, utilities, facilities, network, software, integration, validation, travel, taxes, training, internal time, production interruption, ramp scrap, spares, preventive and corrective maintenance, licenses, vendor support, cybersecurity, upgrades, retooling, and decommissioning.
Benefit structure
Separate capacity, overtime, yield, material, energy, injury/exposure reduction, ergonomic improvement, consistency, lead time, flexibility, data, and avoided obsolescence. Do not double count: faster cycle and more capacity may describe the same benefit.
Model uncertainty
Build base, downside, and upside scenarios. Vary production volume, good-part rate, availability, ramp months, recovery time, maintenance, energy, labor redeployment, and product life. State the break-even conditions. An attractive average with severe downside and irreversible investment deserves a pilot or modular phase.
Contract for evidence
The statement of work should define scope boundary, standards and responsibilities, provided parts and data, utilities, interfaces, documentation, source/configuration access, cybersecurity, safety deliverables, training, spares, FAT/SAT conditions, performance metrics, run duration, allowed exclusions, punch-list closure, warranty, support, and change control.
Acceptance should test representative product mix and abnormal conditions, not one curated part at maximum attention. Retain objective logs.
Ownership after handoff
Name owners for controls, robot programs, safety validation, recipes, user accounts, backups, calibration, preventive maintenance, spare inventory, vendor escalation, and performance review. A cell without institutional ownership degrades into a mysterious appliance.
Business-case artifact
Create a five-year discounted cash-flow model and an acceptance annex for one proposed cell. Show which benefits are cash, capacity, risk reduction, or strategic option value. State three conditions that would make you stop or redesign the project.
Source trail
References
Further reading
- The Work of the Future - Building Better Jobs in an Age of Intelligent Machines. MIT Task Force on the Work of the Future. 2020. verifiedTask-level account of automation, new work creation, skills, technology diffusion, job quality, institutions, and shared prosperity.
- Robotic Systems for Smart Manufacturing Program. National Institute of Standards and Technology. verifiedMeasurement science, performance metrics, test methods, interoperability, planning, agility, and collaborative workcell integration.
- NIST SP 800-82 Rev. 3 - Guide to Operational Technology Security. National Institute of Standards and Technology. 2023. verifiedSecurity guidance for OT systems, including PLC, DCS, SCADA, physical-process interactions, reliability, performance, and safety constraints.
Check your understanding
- Which cost is often omitted from a simple automation quote?
- Integration ramp training spares maintenance software support downtime and internal labor
- Robot price
- Shipping line item
- Tax only
Total cost of ownership spans acquisition, implementation, operation, change, and retirement.
- What should acceptance criteria do?
- Tie payment and handoff to objective evidence under defined conditions
- Say works well
- Remain unwritten
- Measure only fastest demo cycle
Acceptance criteria establish shared, testable proof for performance, safety documentation, recovery, and deliverables.