Mihir Joshi

Field technician checking a tablet with fading signal strength near industrial equipment, illustrating Agentforce Field Service's offline gap

Agentforce Field Service Review: Strong UX, but the Offline Gap Still Costs OEMs

Agentforce Field Service (formerly Salesforce Field Service) delivers strong core FSM capability (scheduling, mobile UX, native CRM integration, asset hierarchies) out of the box, ahead of most competitors. But its offline gap is real and documented, serious enough that a mature Salesforce shop still went third-party. Know before you buy.

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hart showing service efficiency rising while service revenue flattens over time, illustrating the service margin paradox

Your Service KPIs Are Improving. Your Revenue Isn’t. Here’s Why.

Improving FTFR and MTTR often coincides with flat or declining service revenue is not a KPI problem. This article breaks down why efficiency erodes revenue differently across strategic, hybrid, and break-fix accounts, offers a four-point diagnostic, and explains why the real fix is repricing the contract, not reversing the efficiency.

Your Service KPIs Are Improving. Your Revenue Isn’t. Here’s Why. Read More »

Two hands reaching toward each other with a gap between them, representing the disconnected handoff between project and service teams in manufacturing

The Project-to-Service Handoff Gap That’s Quietly Draining OEM Margins

In project-based manufacturing, service inherits assets without their history such as warranty terms, commissioning data, configuration, because no one owns both sides of the handoff. Mature organizations send technicians to physically audit sites, but that only answers “what’s here,” triggering a tedious admin scramble to piece the rest together. The real fix uses the ERP as the single source of truth.

The Project-to-Service Handoff Gap That’s Quietly Draining OEM Margins Read More »

Technician verifying service entitlement and warranty coverage for an industrial asset using a rugged tablet displaying contract, SLA, and parts coverage information.

Entitlement Management: The Moment the Contract Meets Reality

Manufacturers have gotten sophisticated at selling service contracts, yet when a customer calls, dispatchers still juggle six systems to answer one question: is this covered? The contract exists. The entitlement decision is still manual. Here’s why that gap persists, what it costs, and how to actually fix it.

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Parts Fill Rate (PFR) KPI icon representing parts availability and inventory readiness in manufacturing and automotive after-sales service

KPI of the Month #6: Parts Fill Rate – The Hidden Driver of Service Performance

Parts Fill Rate measures the percentage of parts requests fulfilled immediately from available inventory. For manufacturing and automotive service leaders, it is a critical KPI influencing First Time Fix Rate, Mean Time to Repair, customer satisfaction, and ultimately service profitability and operational resilience.

KPI of the Month #6: Parts Fill Rate – The Hidden Driver of Service Performance Read More »

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