Case study

Engineering

Engineering

SMC Marine is a marine engineering contractor that wins most of its work through complex tenders. The process is highly technical and repetitive, with significant time spent re-answering similar corporate and policy questions. The team wanted to reduce administrative burden and focus more time desiging engineering solutions.

SMC Marine is a marine engineering contractor that wins most of its work through complex tenders. The process is highly technical and repetitive, with significant time spent re-answering similar corporate and policy questions. The team wanted to reduce administrative burden and focus more time desiging engineering solutions.

Industry

Engineering

Technology

Monday CRM, Microsoft Power Automate, Claude

Project Focus

AI Implementation

Solution

Vollardian was engaged to improve operations and embed AI into SMC’s tendering function, reclaiming over 30% of engineering time previously lost to manual administration and repetitive documentation. We rebuilt this capability in-house over three months using a "Foundations-First" methodology:

  • Phase 1: Operational Foundations – Configured Monday.com as the CRM backbone and centralised historical tender knowledge into a structured SharePoint library, optimised specifically for AI retrieval (RAG).

  • Phase 2: Workflow Automation – Leveraged Microsoft Power Automate to trigger instant tender kick-offs. A single action in the CRM now auto-creates Teams channels, SharePoint folder structures, and Microsoft Planner project plans.

    • Auto-creation of a dedicated Microsoft Teams channel.

    • Auto-generation of the SharePoint folder structure using standardised naming conventions.

    • Auto-build of the Microsoft Planner project plan with pre-populated tasks.

    • Auto-creation of the CRM deal record and associated metadata.

    • Copilot chatbot integration for conversational CRM data entry and deal updates, removing the need for manual

  • Phase 3: Custom AI Agents – Deployed two bespoke Claude-powered agents grounded in SMC’s proprietary knowledge:

    • Tender Response Agent: Drafts answers to technical questions with full source-citation and a human approval interface.

    • Contract Review Agent: Proactively identifies risks and obligations in incoming clauses for human review.

Results

  • Removed 75hr a week/month from Tender process: Cut setup from 30 minutes of manual work to just seconds, eliminating ~75 hours of annual administrative drudgery.

  • 300+ Hours Saved Annually: The Tender Response Agent automates the retrieval and synthesis of historical data, saving ~2 hours per submission.

  • $150k in Annual Value Creation: Derived from significant time savings and the avoidance of expensive enterprise tendering software licenses.

  • Continuous Improvement: The built-in approval interface ensures the AI "Golden Template" grows smarter with every human-verified submission.

  • Sustained Human Control: Every AI-generated response is traced back to its source, ensuring 100% accountability in high-stakes engineering bids.

Testimonial

"The time this tool saves us is invaluable."

Manager, SMC Marine

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