Manufacturing and EPC use cases

Two measurable places to start

Illustrative process designs for valve and pump proposal flow and EPC project delivery. Assumptions are explicit; results and targets must be established from each client's baseline.

Two concrete starting points

Use cases with a measurable baseline—not a generic AI promise.

These scenarios show how the value case is structured. The assumptions are illustrative; the diagnostic replaces them with the client's actual volumes, costs, constraints and KPI definitions.

Valve & pump manufacturers

Engineer-to-order RFQ and proposal flow

Specifications, sizing, costing, exceptions and approvals move through email and spreadsheets, slowing the quote while making technical and margin risk hard to see.

Approach: Create one governed RFQ evidence path: extract and cite requirements, reuse only approved engineering content, route deviations to specialists and retain human approval for price, margin and contractual commitments.

Illustrative capacity-value scenario

600 engineered quotes/year × 2 engineer-hours released/quote × ₹1,500 loaded hourly cost

₹18 lakh annual capacity value

Illustration only—not a customer result or forecast. Baseline hours, usable capacity and financial attribution must be validated during the diagnostic.

KPIs to baseline and track

Median and P90 proposal cycle time
Engineering review hours per issued proposal
First-pass technical completeness
Share of proposals within approved margin policy

WinsProposal supports the governed RFQ workflow; PulseIQ connects proposal decisions to downstream order, margin and delivery outcomes.

Review the full workflow

EPC & project manufacturing

Project delivery, margin and cash exposure

Engineering releases, supplier commitments, site milestones, change orders and billing events live in different systems, so a project can look on track after recovery time has already narrowed.

Approach: Use PulseIQ to connect approved project evidence to customer commitments, quantify modeled exposure and route recovery options to the accountable project, commercial and finance owners.

Illustrative value-at-risk scenario

₹25 crore scoped project portfolio × 0.5% avoidable cost or leakage acted on in time

₹12.5 lakh potential protected value

Illustration only—not a promise of savings. Value is recognized only after the action, observed outcome and finance-approved attribution are recorded.

KPIs to baseline and track

Risk lead time before committed milestone
Approved change-order cycle time
Project gross-margin variance at completion
Milestone billing achieved on the planned date

PulseIQ is the initial operating-intelligence layer for the evidence, decision and value record.

Review the full workflow