Impact Achieved
- Notebook Productive Hours Recapture (NPHR)
- 2,000 hrs/yr
- Saved across MACFA’s core leadership, design, and controls roles synthesizing RFQs, BOMs, and supplier specs with Notebook AI.
- Gemini Productive Hours Recapture (GPHR)
- 1,560 hrs/yr
- Reclaimed across machining, assembly, and admin staff across a broad range of activities, including summarization, writing, meeting preparation, etc.
- Workspace Productive Hours Recapture (WPHR)
- 631.5 hrs/yr
- Time saved in collaborative activities with Workspace from Design to FAT.
- Total Productive Hours Recapture (TPHR)
- 4,192 hrs/yr
- Total hours recovered through collaboration, AI, and workflow efficiency.
Client Profile
MACFA is an industrial automation, system design, and integration firm based in Tijuana, Mexico. With over a decade of experience in Engineer-to-Order (ETO) manufacturing, MACFA specializes in designing, programming, and integrating custom automation systems, precision tooling, electrical CAD schematics, SCADA architectures, P&ID diagrams, and proprietary PLC logic for leading global manufacturing clients.
- Medical Devices
- Automation and Integration
Impact by the Numbers:
- 100,000+ historical communications and project records seamlessly consolidated with a 99.95% transfer success rate.
- 100% Multi-Factor Authentication (MFA) adoption across the organization, deploying hardware security keys for executive leadership.
- 5-Tier Role-Based Access Control (RBAC) architecture governing all corporate identities and centralized departmental repositories.
- 0 operational downtime during infrastructure cutover and shop floor deployment.
- Organic adoption of Artificial Intelligence across engineering workflows.
"With ten years in the industry and the level of technical intellectual property we generate at MACFA, elevating our data governance and access control was a strategic priority. Dasnova made the transition feel natural: the learning curve took far less time than anticipated, and today our team operates with complete fluidity, integrating Google Workspace and artificial intelligence into their daily engineering workflows."
— Marco Antonio Castro Flores, CEO at MACFA
1. The Context: Scaling a Decade of High-Value Engineering Excellence
With ten years of experience designing, programming, and integrating custom industrial automation systems and precision tooling, MACFA has built a strong reputation serving leading manufacturing clients. Their Engineer-to-Order (ETO) operations generate complex technical assets every day—including electrical CAD schematics, SCADA architectures, P&ID diagrams, and proprietary PLC logic.
As MACFA entered its next stage of corporate maturity, leadership recognized that the multi-platform tools that supported their early growth needed to evolve into a unified, enterprise-grade operating environment:
- Unifying Multi-Platform Workflows: Over a decade of rapid project execution, engineering files, commercial proposals, and historical records were distributed across multiple cloud storage providers and legacy email servers, creating administrative friction when cross-referencing project revisions.
- Enterprise-Grade IP Governance: To match the stringent compliance and quality standards of global Tier-1 manufacturing supply chains, MACFA sought to proactively upgrade its digital infrastructure with granular access controls and automated traceability.
- Connecting the Shop Floor to Design: MACFA needed a faster, more structured way for design, control, machining, and procurement teams to collaborate in real time—ensuring technicians on the shop floor always view the latest approved blueprints without risking accidental file modifications.
2. The Solution: Unified Cloud Architecture and Proactive Governance
As the foundational phase of MACFA’s Strategic Transformation Plan, Dasnova architected and executed a comprehensive migration to Google Workspace, engineered specifically for an industrial ETO environment:
2.1. A 5-Tier Organizational Architecture & Role-Based Access Control (RBAC)
Dasnova designed a scalable governance matrix based on the Principle of Least Privilege (PoLP). By structuring the organization into five clear operational tiers—from shop floor technicians to executive leadership—access to sensitive documentation is automatically governed by role and department.
All corporate knowledge was centralized into standardized Departmental Shared Drives (spanning Sales, Procurement, Engineering, etc), ensuring permanent institutional ownership of data. For the production floor, Dasnova implemented a Poka-yoke read-only architecture, allowing integration technicians to seamlessly consult assembly blueprints and 3D models at their workstations while protecting master engineering files from unintended changes.
2.2. Proactive Zero Trust Security & Data Sovereignty
- Administrative Privilege Isolation: Following enterprise best practices, administrative controls were decoupled from daily user accounts, delegating routine user management through strictly scoped operational roles.
- Hardware-Backed Authentication: MACFA achieved 100% MFA enforcement across its corporate domain, utilizing physical FIDO2 hardware security keys for leadership and modern cryptographic authentication for operational staff.
- Trusted-Partner Collaboration (DLP): External document sharing policies were configured with strict Data Loss Prevention guardrails, ensuring technical files are exchanged exclusively with verified corporate partner domains, backed by modern email authentication protocols (SPF, DKIM, and DMARC).
- Unified Workstation Identity: Corporate Windows workstations were integrated directly with MACFA's cloud directory, providing employees with a single, secure sign-on experience across their devices and workspace tools.
2.3. Structured Corporate Communication & Google Chat Governance
To replace fragmented messaging apps with a secure, real-time communication channel, Dasnova structured Google Chat to mirror MACFA’s organizational hierarchy and operational workflows:
- Institutional Broadcast & Departmental Spaces: Dedicated channels were established for company-wide executive announcements (with moderated publishing permissions), continuous departmental operations (Design, Control, Machining, etc), and strategic cross-departmental coordination among process owners.
- Audit-Ready Traceability: Chat history retention is enforced across all operational spaces, ensuring every technical decision and operational update remains searchable and auditable for MACFA’s Quality Management System (QMS).
2.4. Enterprise AI Enablement Across Engineering Workflows
Operating within a private, enterprise-protected cloud ecosystem, Dasnova enabled MACFA’s teams to safely harness Generative Artificial Intelligence (Gemini Pro models) directly within their daily workspace. Rather than relying on unmonitored public tools, engineers now leverage enterprise AI with complete data privacy to automate complex spreadsheet macros, streamline technical documentation, and accelerate engineering research.
2.5. Zero-Downtime Phased Consolidation
Using a four-stage migration methodology (Pilot Testing, Bulk Historical Load, Cutover, and Delta Sync), Dasnova consolidated over 100,000 historical emails and unified multi-cloud project repositories with a 99.95% success rate, maintaining 100% business continuity on the shop floor.
2.6. Leadership Onboarding & Turnkey Enterprise Documentation
Technology transformation is only as strong as the team's ability to operate and govern it. To ensure long-term self-sufficiency and zero resistance to change, Dasnova accompanied the technical deployment with comprehensive enablement:
- Hands-On Leadership & Key-Staff Workshops: Dasnova delivered multi-session, interactive training workshops for MACFA’s leadership, coordinators, and administrative staff. These sessions covered advanced Gmail operators for project tracking, resource and calendar management, real-time collaboration in Google Drive, and structured communication protocols in Chat and Meet.
- Turnkey Governance & Operational Documentation: At project handover, Dasnova delivered a complete library of custom-engineered corporate documentation, including the Technical Architecture & Governance Blueprint, the Security & Compliance Baseline, the Data Migration Audit Report, Standard Operating Procedures (SOPs) for IT lifecycle management, and an End-User FAQ & Enablement Guide.
3. The Results: Operational Velocity and AI-Driven Engineering
By establishing a modern, unified cloud foundation, MACFA immediately unlocked new levels of speed, security, and innovation across its departments:
- Instant Cross-Departmental Agility: Engineers, buyers, and project coordinators now operate from a single source of truth. Seamless interoperability between Gmail, Google Chat, and Shared Drives has eliminated version confusion and accelerated project delivery from RFQ to final integration.
- Proactive AI Adoption in Engineering: Operating within a secure, enterprise-protected cloud ecosystem, MACFA’s engineering team immediately began leveraging advanced AI models to automate complex spreadsheet macros, streamline documentation, and accelerate technical research.
- Frictionless Change Management: Backed by Dasnova’s tailored training workshops, custom Standard Operating Procedures (SOPs), and end-user guides, MACFA’s team completed the transition ahead of schedule with enthusiastic adoption across all levels.
"The interaction between email, chat, and centralized drives brought immediate speed. Our engineering team now naturally leverages AI to program advanced macros and accelerate technical searches. Operational efficiency and velocity have increased considerably."
— Marco Antonio Castro Flores, CEO at MACFA