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Birla Opus

AI Measurement Module – Proof of Concept

Validate AI-powered wall area measurement with 1,000 real field surveys before committing to the full platform. Android app, pay-per-survey billing, no minimum commitment.

Date

2026-02-19

PROP-BIRLAOPUS-POC-2026

AI Measurement POC

Before committing to the full platform, validate the core AI with real field surveys. Operators use an Android app to photograph walls; the AI returns a complete area breakdown. Birla Opus gets full visibility into results via the admin dashboard.

What the AI Returns Per Wall

  • Paintable area — confirmed visible surface (sq ft)

How It Works

  • Operator enters their Job ID from the existing system — no login, no accounts
4–5 Weeks
To App Delivery
3 Modules
AI + App + Admin
Android App
No Login, Job ID Only
Admin Dashboard
Full Data Visibility

About Us

About 1000xdev

1000xDev builds systems that scale with your business. We combine modern web development with intelligent architecture to deliver platforms that grow with you—without constant rewrites.

We specialize in fintech, booking platforms, and enterprise SaaS. From MVPs to complex platforms, we move fast and build right.

99.99%

System Uptime

5M+

Transactions Processed

20K+

Users Served

50+

Projects Delivered

Brands We've Built For

From booking platforms to e-commerce, we craft digital experiences that scale across India and beyond.

Tradewise

Tradewise

EdTech & Stock Trading Platform

Astrolearn

Astrolearn

Learning Management System

Loan Doctor

Loan Doctor

Financial Services PWA

Khelomore

Khelomore

Sports Venue Booking Platform

Pahari Cultural Centre

Pahari Cultural Centre

Cultural Events & Heritage Website

Itel India

Itel India

Consumer Electronics Portal

The Garment People

The Garment People

B2B Fashion E-commerce

MTalkz

MTalkz

Enterprise Communication SaaS

What We Deliver

Three deliverables: the AI that does the measurement, the Android app that puts it in the operator's hands, and the system that stores results and gives Birla Opus visibility. Nothing else.

1

1. Measurement AI

AI that analyses wall photos and returns a three-way area breakdown per wall — fast, accurate, and delivered to the operator's app.

  • Paintable area: confirmed visible wall surface (sq ft / sq m)
  • Non-paintable area: doors, windows, built-in fixtures
  • Blocked area: movable furniture detected in front of wall — surface is real but not visible in photo
2

2. Android App

Lean capture-and-submit app. Operator enters Job ID, photographs walls room by room, reads the AI area breakdown, and submits. No login, no editing, no drawing tools.

  • Job ID entry screen — ties every survey to a real Birla Opus job record
  • Guided camera capture with prompts (angle, distance, lighting)
  • Read-only results: paintable / non-paintable / blocked area per wall
  • Per-room and whole-home area summary before submission
  • Survey submission to our systems with Job ID, timestamp, and device metadata
3

3. Data Storage and Admin View

Secure storage for all survey data, keyed by Job ID. A web dashboard for the Birla Opus team to monitor surveys, drill into individual results, and export data for accuracy analysis.

  • Survey storage: photos, area results (all three categories), metadata
  • Each photo is analysed by the AI and results are returned to the operator in the app
  • Admin view: survey list (filter by date, Job ID, region), drill-down to detail
  • CSV export: per-wall and per-room area data keyed by Job ID
  • Accuracy tracking dashboard: AI results vs manual reference measurements

How It Works

Two flows — the operator's survey journey and the admin team's monitoring view.

1Operator Survey Flow2Admin Monitoring and Export
1

Operator Survey Flow

From opening the app to submitting a completed home survey. Designed to take under 2 minutes to start.

1
Open Appstart

No login — app opens directly to Job ID entry

2
Enter Job ID

Operator types their Job ID from the existing Birla Opus system. Links this survey to a real job record.

3
Capture Walls

Room by room: photograph each wall following guided prompts. Photos are sent to our systems automatically.

4
View AI Results

Read-only breakdown per wall: paintable / non-paintable / blocked area in sq ft

5
Submit Surveyend

Review whole-home summary and submit. Record saved against Job ID in our systems.

2

Admin Monitoring and Export

Birla Opus team monitors survey submissions in real time and exports data for accuracy benchmarking against job records.

1
Admin Viewstart

Web dashboard: all surveys listed by date, Job ID, region

2
Drill Down

Per-survey detail: wall photos, three-way area breakdown per wall and room

3
Export CSV

Download all survey data keyed by Job ID for offline accuracy analysis

4
Operator Feedbackend

Review post-survey operator feedback — capture quality issues, app friction, and field notes to improve accuracy

These flows represent the primary field operator journeys. All data is cloud-resident; the application is online-only and requires an active connection to function.

Project Timeline

1
Kick-offWeek 1
Environment setupJob ID format confirmedScope aligned
2
Measurement AIWeeks 1–3
3-way area classificationFurniture detectionCalibration workflow
3
App + Data SystemWeeks 2–4
Android appData storage + admin viewCSV export
4
QA + DeliveryWeek 5
Device QAApp deliveredOperator walkthrough
5
Field SurveysPost-delivery
Live field surveysReal-time admin monitoring

Investment

One-time setup fee to build everything. Then pay ₹30 per survey for the next 1,000 surveys — hosting and infrastructure are billed separately at actual cost plus 10% management fee, so the per-survey number stays low and every rupee is visible.

Investment Breakdown

Key components included in the engagement

One-Time Setup Fee – ₹5,50,000

₹5,50,000
  • AI/ML Engineer — 100 hrs · Measurement AI, three-way classification, furniture detection
  • Android Developer — 90 hrs · Job ID entry, guided capture, results screen, submission
  • Backend Engineer — 70 hrs · Data storage, admin view, CSV export, accuracy dashboard
  • Project Manager / QA — 40 hrs · Kick-off, milestone reviews, device QA, delivery
  • Total: ~300 hrs across 4–5 weeks · Payment: 50% on signing · 50% on app delivery

Per Survey – ₹30 (Next 1,000 Surveys)

₹30/survey
  • ₹30 per completed survey for the next 1,000 surveys — one home visit, all walls, one Job ID
  • No minimum commitment — pay only for surveys your operators run
  • This is the only per-survey charge; hosting and infrastructure are separate line items

Monthly Hosting & Infrastructure – Actual Cost + 10% Management Fee

~₹15,000–25,000/month
  • Fixed monthly cost to keep the system running — servers, storage, data transfer
  • Billed at actual cost with full documentation; 10% management fee added on this line
  • Estimated ₹15,000–25,000/month regardless of survey volume

Stage-wise Payment Schedule

Investment spread across two delivery stages with milestone-based payments

1
Setup (One-Time)
50% on signing / 50% on app delivery.
Timeline
4–5 Weeks
Investment
₹5,50,000
2
Per Survey (Next 1,000 Surveys)
₹30 per survey for the next 1,000 surveys. Hosting & infrastructure (~₹15–25K/month) billed separately at actual cost + 10% management fee.
Timeline
Pay as you go
Investment
₹30/survey

Terms & Conditions

Payment Terms

Setup fee (₹5,50,000): 50% on signing (₹2,75,000) · 50% on app delivery (₹2,75,000). Work commences after receipt of initial payment.
Monthly running costs: billed in arrears. Invoice shows separate lines — survey fees (₹30 × count for next 1,000 surveys) + actual hosting and infrastructure costs. 10% management fee applied on hosting and infrastructure only. Payable within 7 days.
18% GST applicable on all invoices. Hosting and infrastructure costs itemised with actual cost documentation on every monthly invoice.

Survey Definition and Billing

One survey = one complete home visit — all walls captured and submitted under a single Job ID in a single session.
Pulse survey pricing: ₹30 per survey applies to the next 1,000 surveys. Pricing for surveys beyond 1,000 to be agreed separately.
Failed surveys (system error on our side) are not charged. Incomplete surveys (started, not submitted) are not charged.
If the same Job ID is resubmitted, each submission is billed separately. Monthly billing cycle; invoice within 3 business days of month end.

POC Scope

In scope: Android app (direct install); AI area classification — paintable, non-paintable, blocked; data storage and admin view with CSV export.
Out of scope: defect detection; draw-on-screen tools; iOS; Zoho integration; OTP/GPS verification; paint estimates; Visualiser; notifications; full admin dashboard.
Anything outside this scope is a change request requiring written approval and a separate cost estimate.

Accuracy and Limitations

Measurement accuracy depends on image quality, lighting, and operator capture technique. Operator guidelines are provided to maximise accuracy.
Blocked area (movable furniture) is reported separately — it represents real wall area that exists but cannot be confirmed from the photo.
Accuracy reports present field data as-is and include recommendations. They do not constitute a warranty of accuracy for any individual survey.

Full-Platform Credit

If Birla Opus signs the full platform engagement (PROP-BIRLAOPUS-2026, ₹61,00,000) within 6 months of POC app delivery, the ₹5,50,000 setup fee is credited against the first milestone payment. Credit lapses after 6 months.
What we build for the POC carries forward into the full platform — no throwaway work.

Future Development (Post Full Platform)

AMC: Fixed monthly fee covering bug fixes, patches, uptime monitoring, and defined support SLAs. Priced separately at full platform go-live.
T&M for new features: Each enhancement scoped and priced per written SOW before work begins. Independent of AMC.

T&M Rate Card (Reference)

For any work outside the POC scope — whether a change request during the POC or future platform development — the following rates apply. These are provided for planning purposes; all actual engagements are confirmed via a written SOW before work begins.
Tech Lead / Architect: ₹4,000–5,000/hr — system design, AI model decisions, integrations, code review
Senior Engineer (Full-Stack / Android / AI): ₹3,000–3,500/hr — feature development, API work, AI pipeline
Mid-Level Engineer: ₹1,800–2,500/hr — standard feature work, UI, backend modules
QA Engineer: ₹1,200–1,500/hr — test planning, device testing, regression
Project Manager: ₹1,500–2,000/hr — coordination, sprint management, client communication
Rates are exclusive of GST (18%). Minimum billing unit: 1 hour. Monthly T&M invoices include a time log by resource and task. Estimates provided upfront for any engagement over 20 hours.

IP, Confidentiality and Termination

All deliverables (including the app, the AI, and related work) become Birla Opus's property on full payment of the setup fee.
All survey data stored securely (encryption at rest and in transit) on infrastructure in India. Confidentiality obligations survive termination.
Either party may terminate with 14 days written notice. Initial 50% payment is non-refundable. Source code and documentation delivered to date on termination.

Warranty

30-day warranty on the app and the system from delivery date. Covers bugs in delivered functionality.
Critical issues (app unusable): 4-hour response. High: 24 hours. Medium/Low: 48–72 hours.
Future Enhancements

The Road Ahead

The POC is stage one of three. Here is the full journey — from field surveys to a live platform with ongoing development.

Stage 1: POC → Go/No-Go

1

250-Survey Checkpoint

Accuracy report mid-POC: area measurement accuracy, furniture detection rates, operator capture quality. Fix operator technique early — before the bulk of surveys run.

2

Data Visibility

Full survey data stored by Job ID, accessible via admin dashboard and CSV export for internal analysis.

3

Carry-Forward Work

The AI, data system, and app core carry directly into the full platform. No throwaway work — the POC is the foundation.

Modular & Flexible Development

Each phase is independent and can be developed based on your priorities and budget. Start with Phase 1, validate with real users, then expand with features that drive the most value for your business model.

Next Steps

The POC answers one question with real data: does the AI measure wall area accurately enough in actual field conditions to justify the full platform?

To get started: 1. Review the scope with your stakeholders 2. Share a sample of Job IDs so we can validate the format 3. Confirm your Android device list and operator count 4. Sign the agreement — we start within 5–7 days
Schedule a CallWhatsApp Chat

Quick Details

tushar@1000xdev.com
Ready to start within 5–7 days of agreement

Next Steps

  • 1Review the scope with your stakeholders
  • 2Share sample Job IDs to validate format
  • 3Confirm Android device list and operator count
  • 4Sign the agreement to begin
  • 5App delivered in 4–5 weeks; 15-minute operator walkthrough then surveys begin