Confidential · Digital Transformation Proposal · 2026

AI & Workflow
Automation for
Sitson India Ltd.

A department-by-department blueprint to eliminate operational drag, surface intelligence from your data, and let your team focus on the work that actually moves the business.

7Departments
30+AI Use Cases
40%Efficiency Gain
6 MoFirst ROI
Scroll to explore

We understand who Sitson is — and what the next chapter demands.

47 years of precision engineering in boilers, co-generation, and sugar mill machinery. The hard infrastructure is built. The intelligence layer is what's missing.

Established
1978 — 47 Years of Engineering Legacy
Headquarters
Dombivli, Maharashtra — 30,000 m² facility
Certifications
ISO 9001 · IBR Approved · NCDC Registered
Business Scale
~₹220 Cr Revenue · 100–150 Employees
Core Business
Boilers · Soot Blowers · Sugar Mill Machinery · EPC Co-Gen Projects
Key Markets
Sugar · Chemicals · Sponge Iron · Paper · Power

Where your team is losing time, money, and deals

These aren't assumptions — they're the friction points we find in every engineering SME at this scale.

📋

Quotation Bottleneck

Sales engineers spend 3–6 hrs per quote. By the time it reaches the client, competitors may have already responded.

📂

Drawings Lost in WhatsApp

Engineering documents scattered across phones, hard drives, and emails — no version control, no accountability.

🏭

Shop Floor Blind Spot

Production delays discovered too late. No live view of which order is at what stage, no automated alerts.

📦

Procurement on Gut Feel

Material shortages caught only at the crisis point. No demand forecasting, no auto-reorder trigger in place.

🏗️

EPC Site Communication Black Hole

Daily updates on WhatsApp, project delays unknown until it's overrun — no structured tracking across multiple sites.

💰

Finance Stuck in Reconciliation

GST matching, invoice follow-ups, and bank reconciliation eat weeks every month. Debtors aren't chased systematically.

📄

Tender Intelligence Gap

Tender documents reviewed manually. Compliance gaps and scope risks identified too late — after hours of reading.

👥

HR Running on Paper

Attendance registers, manual payroll, contract labour compliance — consuming bandwidth that should go toward people, not paperwork.

Solutions built per team, per problem.

Each department gets a targeted AI and automation stack that addresses what their team actually deals with on a Tuesday morning — not generic tools, not ERP features.

💼

Sales & Business Development

Your sales team spends more time building documents than building relationships. That needs to change.

Where time is being lost

Slow quote turnaround (3–6 hrs)Leads tracked on Excel — no CRMNo structured follow-up systemEnquiries fall through the cracksNo quote-to-order conversion visibilityTender documents reviewed manually
AI Solution

AI Quotation Generator

Engineer enters boiler capacity and fuel type — AI auto-drafts a fully structured technical + commercial quote using your standard pricing logic. 4 hours becomes 20 minutes.

Workflow Automation

Lead Capture & CRM Pipeline ERP Integrated

Enquiries from IndiaMART, email, or calls are auto-captured, assigned to the right rep, and tracked through each stage. Nothing slips, nobody needs to remember to follow up.

AI Solution

AI Tender Intelligence Tool

Feed any client tender PDF into the AI — it extracts scope, flags deviations from your standard specs, highlights compliance risks, and outputs a summary in 3 minutes. No more 4-hour manual reads before deciding to bid.

Workflow Automation

Automated Follow-Up Sequences

Post-quote WhatsApp + email follow-ups sent automatically at Day 3, 7, and 14. Escalates to a senior rep if no response. Clients feel attended to. Your team does nothing manually.

AI Solution

AI Proposal Writer

Trained on your past winning proposals. Input the client name, project type, and scope — AI generates a personalised technical proposal draft your team just needs to review and send.

Analytics

Sales Intelligence Dashboard ERP Integrated

Live funnel from enquiry to order. Win/loss rate by product type, region, and rep. Revenue forecast. Your sales head gets this on their phone every Monday — automatically.

Enquiry-to-Quote Automation

Enquiry arrives (email / IndiaMART)
Auto-logged to CRM + assigned to rep
AI generates quote draft
Manager reviews & approves
Quote sent + follow-up auto-scheduled
75%Faster quotes
0Lost enquiries
Proposals/day
+25%Win rate (est.)
⚙️

Engineering & Design

Drawings in WhatsApp groups, calculations in notebooks, BOQs built from scratch every time — your engineers deserve better tools.

Where time is being lost

No centralised drawing managementBOQ built manually for every projectDrawing revision conflictsDesign approvals via email — no trackingRepetitive calculations for similar designsCritical knowledge locked with senior engineers
Workflow Automation

Drawing Management System ERP Integrated

Cloud-based DMS with version control, access control, and approval workflows. Every drawing has a revision history, owner, and status. The "which rev is this?" WhatsApp message is gone.

AI Solution

AI BOQ Generator ERP Integrated

Engineer inputs boiler capacity, pressure rating, and fuel type — AI generates a full Bill of Quantities from your standardised component database. Consistent, auditable, done in minutes.

AI Solution

Engineering Knowledge Base

All past project files, calculations, and technical decisions indexed into a searchable AI. Ask it: "What drum thickness did we use for the 80 TPH coal boiler in 2021?" — answer in seconds, not a 40-minute dig through old files.

Workflow Automation

Design Review & Approval Workflow

Drawing submitted → reviewer auto-notified → comments tracked → approval stamped digitally. Every design decision has a timestamp and owner. IBR-audit ready by default.

AI Solution

AI Specification Extractor

Client sends a 60-page tender. AI reads it and outputs: key technical requirements, scope summary, deviations from your standard designs, and open questions — in under 5 minutes. Your engineers start from an informed position, not a blank page.

Analytics

Design Progress Dashboard

Which drawings are pending approval, who's holding them, for how long. Bottlenecks in the design cycle become visible — and fixable — before they delay production.

Drawing Approval Flow

Engineer uploads drawing
System auto-assigns version number
Reviewer notified automatically
Comments / Approval in portal
Approved drawing released to production
60%Less rework
Faster BOQ
FullTraceability
ZeroLost revisions
🏭

Production & Manufacturing

A 30,000 m² shop floor running without real-time data is expensive. Not in theory — every single week, in delayed decisions and missed early signals.

Where time is being lost

No real-time production trackingManual job cards — delays and errorsProduction planning done in ExcelDelays discovered too late to recoverNo digital quality inspection recordsWorker utilisation not measured
Workflow Automation

Digital Job Cards & Work Orders ERP Integrated

Workers scan digital job cards at each operation. Time per stage, material consumed, and completion status auto-logged. Supervisor dashboard updates in real time. No paper trails to trace.

Analytics

Live Production Dashboard ERP Integrated

Every active order — which stage it's in, who's working on it, target vs actual — displayed on a screen at the floor and accessible on any phone. Management sees this without calling anyone.

AI Solution

AI Delay Predictor

AI analyses job card data and order history to flag which production orders are likely to miss their delivery date — 1 to 2 weeks before it happens. Enough lead time to actually course-correct.

AI Solution

AI Production Scheduler ERP Integrated

AI builds daily production schedules based on order priority, worker availability, and material readiness — instead of a supervisor doing it mentally every morning. Reduces idle time. Improves on-time delivery.

Workflow Automation

Digital Quality Inspection Records

Inspectors fill structured checklists on a tablet — weld inspection, dimensional checks, hydrostatic test results. Auto-linked to the order, auto-archived, IBR submission-ready at any point.

Workflow Automation

Auto Shift Handover Reports

End-of-shift summary auto-generated from job card data and sent to supervisors and production head via WhatsApp + email. Nobody writes a manual report at shift end again.

Production Order Monitoring

Work order created
Job card assigned digitally
Progress updated at each stage
AI flags delay risk
Manager alerted + action tracked
LiveFloor visibility
↓35%Scheduling gaps
EarlyDelay detection
↓30%Rework incidents
📦

Procurement & Supply Chain

Manual POs, late materials, and no vendor visibility are quietly adding weeks to your delivery timelines.

Where time is being lost

Purchase orders created manuallyNo vendor performance trackingMaterial shortages caught too latePrice comparisons done by phone/emailNo automated reorder triggersGRN delays creating invoice backlogs
Workflow Automation

Auto-PO Generation & Approval ERP Integrated

When stock falls below reorder level, the system auto-generates a PO draft, routes it for approval, and sends to the vendor. No manual trigger. No missed reorders.

AI Solution

AI Material Demand Forecasting ERP Integrated

AI reads your order pipeline and historical consumption to forecast what materials you'll need 4–8 weeks out. Buy at the right time. Stop paying emergency purchase premiums.

AI Solution

Vendor Scorecard & AI Ranking

Every vendor is automatically scored on delivery time, quality rejections, price consistency, and compliance. When raising a new PO, the system surfaces the best vendor for that material category — no guesswork, no favouritism.

Workflow Automation

GRN & Inspection Workflow ERP Integrated

Material received → digital GRN raised on mobile → quality checklist assigned → auto-linked to PO in accounts. The paperwork bottleneck at the gate is eliminated.

Workflow Automation

Three-Way Invoice Matching ERP Integrated

PO → GRN → vendor invoice matched automatically. Discrepancies flagged for review. Only clean invoices reach accounts for payment. Month-end reconciliation stops being a multi-day ordeal.

Analytics

Procurement Intelligence Dashboard ERP Integrated

Spend by vendor, category, and project. Price variance trends. Delayed PO alerts. Your purchase manager finally has the data they need for supplier negotiations and budget planning.

50%Faster POs
↓15%Material costs
ZeroEmergency buys
AutoInvoice matching
🏗️

Projects & Site Execution (EPC)

Managing ₹20–100 Cr EPC projects across UP, Haryana, and Karnataka — over WhatsApp and Excel — is where overruns are born.

Where time is being lost

No real-time site progress visibilityDaily reports via WhatsApp — unstructuredMaterial dispatch vs site need mismatchSub-contractor billing disputesDrawing revisions not reaching site on timeCommissioning checklists still on paper
Workflow Automation

Digital Daily Progress Reports

Site engineer fills a structured mobile form each day — works on 2G. System auto-computes % completion per discipline, generates a PDF report, and shares with the PM and MD automatically. No formatting, no forwarding.

Analytics

Project Milestone Tracker ERP Integrated

Every EPC milestone — civil, structural, erection, piping, commissioning — tracked on a live Gantt view. Delays show in red. Your project head doesn't need to call the site to know what's happening.

AI Solution

AI Project Risk Forecaster

AI scans DPR data, milestone progress, and cost actuals weekly. If a project is trending toward delay or budget overrun, it surfaces the specific risk and likely root cause — before it becomes a crisis call to the MD.

Workflow Automation

Material Dispatch & Tracking

Factory dispatch logged in system → logistics tracked → site team gets a WhatsApp notification when material is dispatched, with ETA. The "where is the material?" call stops happening.

Workflow Automation

Sub-Contractor Management Portal

Sub-contractors submit attendance, safety records, and bills digitally. Approval workflows ensure no payment without proper documentation. Disputes stop before they start.

AI Solution

Digital Commissioning Checklists

IBR and client pre-commissioning punch lists run digitally. Photo evidence captured per item. Defect closure tracked. Audit trails auto-archived. IBR inspection day becomes a formality, not a scramble.

Site-to-Management Reporting Flow

Site engineer submits digital DPR
System calculates % completion
AI flags risk if trending late
PM + MD notified via WhatsApp
Action assigned + tracked to closure
LiveSite visibility
↓40%Delay incidents
ZeroBilling disputes
IBR-readyAudit trails
💰

Finance & Accounts

Your accounts team shouldn't spend a week every month on GST reconciliation. That's a solvable problem.

Where time is being lost

Manual invoice creation and matchingGST reconciliation eats entire weeksDebtors tracked in Excel, chased manuallyProject-wise P&L not visible in real timeBank reconciliation takes daysBudget vs actual visibility is absent
Workflow Automation

Milestone-Linked Invoice Automation ERP Integrated

When a project milestone is marked complete, the invoice is auto-generated, routed for approval, and sent to the client. Billing is no longer dependent on someone remembering to raise it.

AI Solution

AI GST Reconciliation Assistant ERP Integrated

AI matches your purchase invoices against GSTR-2A automatically. Mismatches, missing invoices, and ITC risks are flagged in a clean exceptions report. Weeks of monthly work done overnight.

Workflow Automation

Debtor Follow-Up Automation ERP Integrated

Overdue invoices trigger WhatsApp + email reminders at Day 7, 15, 30. Automatically escalates to the MD if unpaid beyond 45 days. Systematic, consistent, zero manual effort.

AI Solution

AI Cost Overrun Alert

AI compares actual project costs against the sanctioned budget in real time. When any project crosses 80% of budget with significant scope remaining, finance and the PM are alerted — before it's too late to act.

Analytics

MD Financial Dashboard ERP Integrated

Revenue, cash flow, receivables aging, and project-wise P&L — all live. Auto-sent to the MD every Monday morning as a one-page summary. No calls to accounts. No waiting for month-end.

Workflow Automation

Bank Reconciliation Automation ERP Integrated

Bank statement imported → auto-matched against ledger entries → unmatched items flagged for review. A 4-day month-end task compressed to under 2 hours.

70%Faster GST filing
↓25%Overdue debtors
LiveProject P&L
ZeroMissed invoices
👥

HR & Administration

Managing 150 permanent and contract employees across the factory and multiple EPC sites — without digital HR — is a compliance risk the company carries every day.

Where time is being lost

Manual attendance and payroll processingContract labour compliance riskPaper-based onboardingTraining records not digitisedPF / ESI / PT computed manuallyLeave management via WhatsApp messages
Workflow Automation

Digital Attendance & Auto-Payroll ERP Integrated

Biometric or app-based attendance feeds directly into payroll. Salary slips auto-generated. PF, ESI, and PT calculations automated. Close payroll in one day instead of five.

Workflow Automation

Contract Labour Compliance Tracker

Licence renewals, wage registers, Form 13, and principal employer documentation tracked digitally with auto-alerts before deadlines. A factory inspector visit stops being something you scramble to prepare for.

AI Solution

AI Recruitment Screening

Applications for welders, fitters, engineers, and project managers screened by AI against role requirements. Only qualified candidates reach your HR manager. Half the screening time, significantly better shortlists.

Workflow Automation

Digital Onboarding Workflow

New hire gets a link. Documents collected, policies acknowledged, induction checklist completed — digitally, before Day 1. All records stored, auditable, and searchable. No paper files.

AI Solution

AI HR Helpdesk — WhatsApp Bot

Employees ask: "What's my leave balance? When is salary credited? How do I apply for PF withdrawal?" — answered instantly on WhatsApp. HR handles exceptions and real people problems, not repetitive queries.

Analytics

HR Analytics Dashboard ERP Integrated

Attrition by department, overtime trends, training completion, skills gap heatmap. The kind of data that makes performance reviews, appraisal cycles, and workforce planning something you can actually act on.

1 DayPayroll close
ZeroCompliance lapses
↓60%HR admin time
AlwaysAudit-ready

From kickoff to compounding returns.

A phased approach that delivers visible wins in the first 90 days — so confidence and adoption grow before the deeper systems go in.

Phase 1Foundation & Immediate WinsMonths 1–3
CRM setup + lead pipeline automation
AI Quotation Generator
Drawing Management System
Digital Attendance + Payroll automation
Milestone-linked invoice automation
Site Daily Progress Report digitisation
Automated follow-up sequences (WhatsApp)
Phase 2Operational IntelligenceMonths 4–7
Digital Job Cards + Shop Floor Dashboard
Procurement automation + vendor scorecard
AI GST Reconciliation tool
Engineering Knowledge Base (AI-indexed)
EPC Project Milestone Tracker
Debtor follow-up + bank reconciliation
AI BOQ Generator + Design Approval Flow
Phase 3AI-Driven AdvantageMonths 8–12
AI Delay Predictor (Production)
AI Production Scheduler
AI Risk Forecaster (EPC Projects)
MD Real-Time Financial Dashboard
AI Tender Intelligence Tool (Sales)
Material Demand Forecasting Engine
AI HR Helpdesk Bot (WhatsApp)

What changes — and by how much.

Conservative estimates drawn from comparable engineering and capital-equipment manufacturing companies that have gone through similar transformations.

+20–30% Revenue Impact

Faster quote turnaround, structured follow-ups, and sharper tender responses directly improve win rates and order volumes.

35–45% Productivity Gain

Across automated departments — time freed from manual tasks goes back into billable engineering, execution, and client work.

6–9 Mo Payback Period

Phase 1 and 2 investments typically recover within 6–9 months through efficiency gains and reduced operational waste.

↓70% Compliance Risk

GST, contract labour, and IBR documentation fully digitised. Audit readiness shifts from reactive fire-fighting to built-in by design.

A note on your ERP investment

We're aware you're currently building an ERP with another partner. Everything in this proposal is designed to sit on top of — or directly integrate with that ERP. Our role isn't to replace it. It's to make it significantly more intelligent. ERP systems record and manage data. We add the layer that reasons over it, predicts from it, and automates intelligent action from it — which is precisely where standard ERP development ends and where we begin.

The Next Step

Ready to make Sitson's
next chapter smarter?

Let's start with a working session with your department heads. Two hours, whiteboard, no slides — we map your exact friction points to specific solutions and agree a pilot scope together.