Imaduddeen Khan
See the 15 wins

For plant heads, ops managers & SME promoters

Your shop floor runs on tribal knowledge and paper. Both retire when your senior leaves.

From RFQ to dispatch, most Indian manufacturers still operate on Excel, paper job-cards and WhatsApp pings. Below are 15 places I bring AI into a plant — without ripping out your ERP — and the rupees each one returns.

₹5.71 L / year saved
For a msme factory (tier-2 / tier-3 city) · math shown below
Calculations are for this size of business
Type
MSME factory (Tier-2 / Tier-3 city)
Annual turnover
₹4–12 Cr / year
Team size
30–120 people on shop floor + 6–10 office staff
Locations
1 plant

Bigger setup? Multiply the numbers by your scale (e.g. 3 clinics ≈ 3× savings). Smaller? Divide. The ratio of savings to cost stays the same.

Talk to Imad on WhatsAppSee the 15 automations
RFQ-to-quoteJob-card AIQC visionVendor reconciliationMaintenance
Imad Khan · AI Automation

Built & shipped by Imaduddeen Khan — same engineer behind the heavy-haul AI platform

If this sounds like your week

Your most experienced engineer is a search engine. The day he leaves, the plant slows down.

Read it honestly. If even three of these hit, you are bleeding hours and money you will never get back.

RFQs arrive as dirty PDFs, drawings, Excel — quotation engineer takes 2 days per quote.

Job-cards on paper. Operators tick boxes. Nobody knows real OEE till month-end.

QC reports are a stack of Excel sheets nobody analyses for trends.

Vendor invoices reconciled by clerks against POs — short-shipments quietly accepted.

Maintenance is reactive — machine stops, then panic, then ₹3L overtime.

Customer complaints come over WhatsApp, never become tickets, never become root-cause.

186 hrs
Hours wasted today
team time / month
26 hrs
Hours after AI
160 hrs returned
₹47,573
Monthly cost saved
67% reduction
₹5.71 L
Annual savings
compounds every year

The 15 automations

Traditional way → AI way, with the math on the table

Every line below is a real workflow I have built or could ship inside 2–6 weeks. The per-task numbers describe a reference setup at the upper end (busy clinic, full QSR week, etc.) using a loaded labour rate of ₹380/hr. The headline savings of ₹5.71 L/year at the top of the page are these per-task savings scaled down to the msme factory (tier-2 / tier-3 city) described above. If your business is larger, multiply; if smaller, divide.

01 · RFQ

RFQ intake, drawing reading & quote drafting

Traditional way

Sales engineer reads the drawing, looks up materials, asks shop for cycle time, builds Excel quote.

  • • Time: 5 hrs × 30 RFQs/month
  • • Volume: ≈ 30 RFQs
  • • Total: 150 hrs / month
AI way (what I build)

Agent reads drawing + spec PDF, identifies material/process, pulls historic costs of similar parts, drafts quote in your template.

  • • Time: 20 min × 30
  • • Human in loop: Sales engineer reviews & negotiates
  • • Total: 12 hrs / month
Saves 138 hrs & ₹45,940 every month — (150 hrs × ₹380 → 12 hrs × ₹380 + ₹6,500 tools)
What you'll feel

Quote turn-around drops from 3 days to 4 hours. Win-rate climbs because you're first.

150h
manual / mo
12h
with AI / mo
₹57,000
costs you now
₹45,940
back in your pocket
02 · Production

Digital job-cards & live OEE

Traditional way

Supervisor prints job-cards, operators tick & sign; data entered to Excel weekly.

  • • Time: 15 hrs / week
  • • Volume: 4 weeks
  • • Total: 60 hrs / month
AI way (what I build)

Tablet job-cards, voice updates from operators in Hindi, live OEE per machine, downtime auto-categorised.

  • • Time: auto
  • • Human in loop: Supervisor confirms abnormal events
  • • Total: 8 hrs / month
Saves 52 hrs & ₹14,760 every month — (60 hrs × ₹380 → 8 hrs × ₹380 + ₹5,000 tools)
What you'll feel

OEE becomes a number you act on Tuesday, not see Friday.

60h
manual / mo
8h
with AI / mo
₹22,800
costs you now
₹14,760
back in your pocket
03 · QC

First-piece & in-process quality vision check

Traditional way

QC inspector measures samples with vernier, fills paper sheet, anomalies caught hours later.

  • • Time: 20 hrs / week
  • • Volume: 4 weeks
  • • Total: 80 hrs / month
AI way (what I build)

Camera + vision model checks dimensions, surface defects, label/printing; logs SPC charts; alerts on drift.

  • • Time: auto
  • • Human in loop: QC investigates flagged units
  • • Total: 14 hrs / month
Saves 66 hrs & ₹17,580 every month — (80 hrs × ₹380 → 14 hrs × ₹380 + ₹7,500 tools)
What you'll feel

Rejection rate drops. Customer complaints trend down for the first time in years.

80h
manual / mo
14h
with AI / mo
₹30,400
costs you now
₹17,580
back in your pocket
04 · Maintenance

Predictive maintenance from machine logs & audio

Traditional way

Maintenance is breakdown-driven; PM schedules ignored; ₹2-4L emergency calls every month.

  • • Time: 60 hrs / month firefighting
  • • Volume: 20 critical machines
  • • Total: 60 hrs / month
AI way (what I build)

Vibration / current / sound sensors + model predicts failures 3-7 days early; auto raises work orders.

  • • Time: auto
  • • Human in loop: Maintenance executes work orders
  • • Total: 12 hrs / month
Saves 48 hrs & ₹11,740 every month — (60 hrs × ₹380 → 12 hrs × ₹380 + ₹6,500 tools)
What you'll feel

Unplanned downtime drops sharply. The plant feels less chaotic on Mondays.

60h
manual / mo
12h
with AI / mo
₹22,800
costs you now
₹11,740
back in your pocket
05 · Vendor

Vendor invoice ↔ PO ↔ GRN 3-way matching

Traditional way

Accounts clerk opens 3 PDFs, matches line by line, calls vendor for short shipments.

  • • Time: 12 min × 600 invoices
  • • Volume: ≈ 600 / month
  • • Total: 120 hrs / month
AI way (what I build)

Agent reads invoice, matches to PO and GRN at line level, drafts disputes for mismatches.

  • • Time: 1 min × 600
  • • Human in loop: Disputes confirmed by buyer
  • • Total: 14 hrs / month
Saves 106 hrs & ₹35,780 every month — (120 hrs × ₹380 → 14 hrs × ₹380 + ₹4,500 tools)
What you'll feel

Short-shipments stop slipping past. Vendor payments get cleaner, faster.

120h
manual / mo
14h
with AI / mo
₹45,600
costs you now
₹35,780
back in your pocket
06 · Stores

Stores: receipts, indents, reorder points

Traditional way

Storekeeper writes indents in book, supervisor approves, buyer raises PO; stockouts common.

  • • Time: 40 hrs / month
  • • Volume: 1 store
  • • Total: 40 hrs / month
AI way (what I build)

Live BOM-driven reorder, visual stock counting via phone camera, indent approvals on WA.

  • • Time: auto
  • • Human in loop: Buyer signs POs
  • • Total: 6 hrs / month
Saves 34 hrs & ₹9,920 every month — (40 hrs × ₹380 → 6 hrs × ₹380 + ₹3,000 tools)
What you'll feel

Inventory days drop. Production never stops because of a missing washer.

40h
manual / mo
6h
with AI / mo
₹15,200
costs you now
₹9,920
back in your pocket
07 · Planning

Production planning & shop loading

Traditional way

Planner builds weekly plan in Excel, juggles changes via WA.

  • • Time: 20 hrs / week
  • • Volume: 4 weeks
  • • Total: 80 hrs / month
AI way (what I build)

Solver schedules orders against machines/setups, suggests changes when a hot order arrives.

  • • Time: auto
  • • Human in loop: Planner accepts/edits
  • • Total: 12 hrs / month
Saves 68 hrs & ₹20,340 every month — (80 hrs × ₹380 → 12 hrs × ₹380 + ₹5,500 tools)
What you'll feel

Customer commitments become realistic again. Less frantic re-planning.

80h
manual / mo
12h
with AI / mo
₹30,400
costs you now
₹20,340
back in your pocket
08 · Dispatch

Dispatch documentation: invoice, e-way, packing list

Traditional way

Despatch clerk types invoice, packing list, e-way bill, transporter LR — multiple systems.

  • • Time: 18 min × 300 dispatches
  • • Volume: ≈ 300 / month
  • • Total: 90 hrs / month
AI way (what I build)

Single 'dispatch' button generates all docs, posts to GSTN, books transporter via API.

  • • Time: auto + 2 min check
  • • Human in loop: Clerk signs
  • • Total: 10 hrs / month
Saves 80 hrs & ₹26,900 every month — (90 hrs × ₹380 → 10 hrs × ₹380 + ₹3,500 tools)
What you'll feel

Dispatches don't pile up at 5 PM waiting for paperwork.

90h
manual / mo
10h
with AI / mo
₹34,200
costs you now
₹26,900
back in your pocket
09 · Complaints

Customer complaint capture & 8D / RCA

Traditional way

Complaints come on WA / phone — sales takes notes — RCA half-done.

  • • Time: 20 hrs / month
  • • Volume: 30 complaints
  • • Total: 20 hrs / month
AI way (what I build)

Complaints captured via portal/WA, AI groups similar issues, drafts 5-Why + 8D from QC + production data.

  • • Time: auto + review
  • • Human in loop: Quality head signs
  • • Total: 4 hrs / month
Saves 16 hrs & ₹3,580 every month — (20 hrs × ₹380 → 4 hrs × ₹380 + ₹2,500 tools)
What you'll feel

Repeat complaints fall. Big customers see you as a serious supplier.

20h
manual / mo
4h
with AI / mo
₹7,600
costs you now
₹3,580
back in your pocket
10 · Compliance

ISO / IATF audit prep & document control

Traditional way

Once a year, team scrambles to update SOPs, records, training logs.

  • • Time: 120 hrs in audit month
  • • Volume: amortise → 12 hrs/month avg
  • • Total: 12 hrs / month
AI way (what I build)

Living doc system tracks SOP changes, training records, internal audit findings; produces audit packets on demand.

  • • Time: auto
  • • Human in loop: MR signs off
  • • Total: 2 hrs / month
Saves 10 hrs & ₹1,600 every month — (12 hrs × ₹380 → 2 hrs × ₹380 + ₹2,200 tools)
What you'll feel

Audits stop being all-nighters. Findings drop year over year.

12h
manual / mo
2h
with AI / mo
₹4,560
costs you now
₹1,600
back in your pocket
11 · Energy

Energy & utility cost tracking

Traditional way

Electrical engineer notes meter readings; analysis monthly.

  • • Time: 12 hrs / month
  • • Volume: 30 meters
  • • Total: 12 hrs / month
AI way (what I build)

Energy meter pull, kWh / unit produced tracked live, anomaly alerts on idle consumption.

  • • Time: auto
  • • Human in loop: Engineer investigates spikes
  • • Total: 2 hrs / month
Saves 10 hrs & ₹1,600 every month — (12 hrs × ₹380 → 2 hrs × ₹380 + ₹2,200 tools)
What you'll feel

Energy cost / unit drops measurably. SBI loan interview goes better.

12h
manual / mo
2h
with AI / mo
₹4,560
costs you now
₹1,600
back in your pocket
12 · Knowledge

Internal SOP & troubleshooting bot for operators

Traditional way

New operator asks senior 'what to do?'; senior frustrated; mistakes happen on shift change.

  • • Time: scattered ≈ 25 hrs / month
  • • Volume: across plant
  • • Total: 25 hrs / month
AI way (what I build)

Voice bot in Hindi answers SOP / setup / common defect questions; logs unanswered ones for the trainer.

  • • Time: instant
  • • Human in loop: Trainer feeds new SOPs
  • • Total: 4 hrs / month
Saves 21 hrs & ₹5,480 every month — (25 hrs × ₹380 → 4 hrs × ₹380 + ₹2,500 tools)
What you'll feel

Tribal knowledge becomes shared knowledge. Onboarding new operators gets way faster.

25h
manual / mo
4h
with AI / mo
₹9,500
costs you now
₹5,480
back in your pocket
13 · Sales

Daily sales follow-ups with B2B customers

Traditional way

Sales engineer drafts mails for quote follow-ups, payment reminders, sample feedback.

  • • Time: 2 hrs / day × 25
  • • Volume: 1 sales engineer
  • • Total: 50 hrs / month
AI way (what I build)

Sales agent drafts personalised follow-ups using CRM context; sales engineer just reviews & sends.

  • • Time: 20 min/day
  • • Human in loop: Engineer approves before send
  • • Total: 8 hrs / month
Saves 42 hrs & ₹13,460 every month — (50 hrs × ₹380 → 8 hrs × ₹380 + ₹2,500 tools)
What you'll feel

More open quotes get closed. Pipeline stops leaking through silence.

50h
manual / mo
8h
with AI / mo
₹19,000
costs you now
₹13,460
back in your pocket
14 · Costing

Per-part costing accuracy

Traditional way

Finance computes part-cost annually; market changes, costs are stale; bidding gets risky.

  • • Time: 60 hrs / quarter
  • • Volume: amortise → 20 hrs / month
  • • Total: 20 hrs / month
AI way (what I build)

Live cost engine combines material LME, energy, labour rate, scrap %, machine hour rate per part.

  • • Time: auto
  • • Human in loop: Finance reviews monthly
  • • Total: 4 hrs / month
Saves 16 hrs & ₹2,580 every month — (20 hrs × ₹380 → 4 hrs × ₹380 + ₹3,500 tools)
What you'll feel

You stop bidding low on parts that secretly bleed. Margin per part visible weekly.

20h
manual / mo
4h
with AI / mo
₹7,600
costs you now
₹2,580
back in your pocket
15 · Analytics

Plant dashboard for promoter / MD

Traditional way

MD waits for monthly MIS PPT; surprises only after quarter close.

  • • Time: 25 hrs / month for MIS team
  • • Volume: 1 MIS team
  • • Total: 25 hrs / month
AI way (what I build)

Live dashboard with OEE, scrap %, on-time delivery, CM per product, AR aging — promoter gets daily WA summary.

  • • Time: auto
  • • Human in loop: Promoter decides
  • • Total: 4 hrs / month
Saves 21 hrs & ₹4,980 every month — (25 hrs × ₹380 → 4 hrs × ₹380 + ₹3,000 tools)
What you'll feel

Promoter walks the plant with numbers in hand, not asking 'how was last month?'

25h
manual / mo
4h
with AI / mo
₹9,500
costs you now
₹4,980
back in your pocket

The honest math

₹5.71 L back every year.
1922 hours your team gets to live again.

Add a one-time build of ₹1.28 L and a small monthly run-cost of ₹4,800 for tools. Payback shows up in 3 months. Everything after that is profit.

WhatsApp Imad now See Imad's portfolio
One-time build
₹1.28 L
Monthly run-cost
₹4,800
Monthly savings
₹47,573
Payback period
3 mo

Why people remember Imad

You'll be hiring an engineer who already shipped this.

The same systems described above — agentic workflows, document extraction, voice agents, secure APIs, deployment — are running today inside a logistics company I built for. Not slides. Production.

Production-grade systems

13 modules, real users, real money flowing through them — see the heavy-haul case study.

Industry-aware design

Workflows are designed around how your domain actually moves, not generic ChatGPT wrappers.

Fast turnaround

First working slice in 7–14 days, full build in 2–6 weeks for most workflows.

Honest pricing

Fixed-scope quotes. You see the calculation, the build cost, and the payback month before signing.

Questions plant heads, ops managers & SME promoters actually ask

Frequently asked questions

Q.How can a small Indian factory use AI without changing its ERP?

We layer AI on top of Tally, SAP B1, or even Excel. The AI reads POs, invoices, dispatch challans, and quality reports — then writes structured data back to your existing system. No rip-and-replace.

Q.Is AI worth it for a 30-crore MSME?

Yes. The biggest unlock is back-office (POs, GRNs, e-invoices, GST, salary inputs) — typically 60–120 hours/month freed for ₹50K–₹1L build cost.

Next step is small

Send one WhatsApp. Get a free workflow audit.

I'll look at one painful workflow in your business and tell you, in writing, what it would take to automate it. No deck, no obligation.

WhatsApp +91 91251 97678Back to Imaduddeen Khan's portfolio

Built by Imaduddeen Khan · AI Automation Engineer

Talk on WhatsApp