Magnus Report — Financial ROI Model

01 · Input Parameters

Hourly Earning Rate

₹15K

15 MRIs/hr × ~₹1,000/MRI
Your single highest-value activity

Build Hours Remaining

38 hrs

19 days × 2 hrs/day (evening build sprints)

Opportunity Cost (Build)

₹5.7L

38 hrs × ₹15,000
Foregone MRI income

Annual Refresh Cost

₹6L

40 hrs × ₹15,000 every 12–18 months
Technology obsolescence rework

02 · Total Investment: Opportunity Cost Model (Dr. Harsha builds it himself)

Cost Item	Hours	Rate (₹/hr)	Cost (₹)	When	Notes
MVP Build (remaining)	38 hrs	₹15,000	₹5,70,000	Now → Sept 30	UX, payment, onboarding, QA, legal. Full opportunity cost applied.
Soft launch + marketing sprint	10 hrs	₹15,000	₹1,50,000	Oct 2026	LinkedIn outreach, WhatsApp group posts, beta user support
Month 1–3 ongoing maintenance	15 hrs	₹15,000	₹2,25,000	Oct–Dec 2026	Bug fixes, user feedback, minor feature additions
Technology Refresh Cycle 1	40 hrs	₹15,000	₹6,00,000	Month 12–15	New Claude model integration, UI redesign, new competitor response, regulatory changes
API / Infrastructure costs	—	Cash	₹36,000/yr	Ongoing	Anthropic API (~₹24K/yr at 200 users), DigitalOcean (~₹12K/yr). 92% gross margin assumed.
TOTAL YEAR 1 INVESTMENT	103 hrs	—	₹15,81,000	—	Of which ₹9,81,000 is in first 3 months

03 · Revenue Ramp vs Cumulative Cost

Month	Free Users	Pro Subscribers	Group Subscribers	Monthly Revenue	Cumul. Revenue	Cumul. Cost	Net P&L	Status
Month 0 (Build)	0	0	0	₹0	₹0	₹9,81,000	-₹9,81,000	IN DEFICIT
Month 1 (Oct '26)	50	15	2	₹39,985	₹39,985	₹9,81,000	-₹9,41,015	IN DEFICIT
Month 2 (Nov '26)	100	40	5	₹1,04,960	₹1,44,945	₹9,81,000	-₹8,36,055	IN DEFICIT
Month 3 (Dec '26)	180	80	10	₹2,09,920	₹3,54,865	₹11,31,000	-₹7,76,135	IN DEFICIT
Month 4 (Jan '27)	250	130	18	₹3,49,882	₹7,04,747	₹11,31,000	-₹4,26,253	IN DEFICIT
Month 5 (Feb '27)	320	180	25	₹4,84,875	₹11,89,622	₹11,31,000	-₹58,622	NEAR BREAK-EVEN
Month 6 (Mar '27)	400	230	32	₹6,19,768	₹18,09,390	₹11,67,000	+₹6,42,390	✅ BREAK-EVEN
Month 9 (Jun '27)	600	380	55	₹10,34,745	₹42,00,000	₹14,67,000	+₹27,33,000	PROFITABLE
Month 12 (Sep '27)	800	520	80	₹14,14,680	₹78,00,000	₹15,81,000	+₹62,19,000	STRONG ROI

MONTHLY REVENUE RAMP — CUMULATIVE BASIS

-₹9.8L

₹40K

₹1L

₹2.1L

₹3.5L

₹4.8L

₹6.2L ✓

₹10.3L

₹14.1L

Build

M1

M2

M3

M4

M5

M6 ✓BE

M9

M12

Opportunity Cost (₹9.8L)

Monthly Revenue

Break-Even: Month 6

04 · Technology Obsolescence — The Hidden Cost Dr. Harsha Correctly Identified

Period	Trigger Event	Rework Required	Hours	Opp. Cost	Revenue at That Point	Verdict
Month 12–15	New Claude model (claude-opus-5 / new API), competitor feature parity, user feedback accumulation	Prompt engineering update, new template modalities, UI/UX refresh, pricing review	35–45 hrs	₹5.25–6.75L	₹12–14L/mo MRR	EASILY ABSORBED
Month 24–30	Major AI paradigm shift (multimodal image-to-report becomes standard), new regulatory requirement, new competitors at lower price	Significant rebuild — add voice input, image upload, PACS integration stub, mobile app	80–120 hrs	₹12–18L	₹18–25L/mo MRR	ABSORBED IN 1 MONTH
Month 36+	Full-stack AI-native PACS becomes commoditised; pure text reporting tools disrupted	Platform pivot — Magnus Report becomes one module of a larger Magnus suite, not a standalone product	200+ hrs	₹30L+	₹25–40L/mo MRR	PLAN FOR IT NOW

💡 Dr. Harsha's Instinct Is Exactly Right

The tool will not stay the same. In 12–18 months, the competitive baseline will include voice input and possibly image interpretation. BUT — by Month 12, the product is generating ₹14L/month. A 40-hour refresh costing ₹6L is recovered in 13 days of revenue. The obsolescence cost is real but manageable once the subscriber base is established.

05 · Scenario Analysis — Bear / Base / Bull Case

🐻 Bear Case — Slow Adoption

Subscribers at M680

MRR at M6₹1.8L

Break-even monthMonth 10–12

Year 1 net-₹2L

Year 2 net+₹8L

TriggerPoor word of mouth, no LinkedIn

📊 Base Case — Steady Growth

Subscribers at M6262

MRR at M6₹6.2L

Break-even monthMonth 6

Year 1 net+₹62L

Year 2 net+₹1.2Cr

Trigger2 LinkedIn posts/wk + OmniVue

🚀 Bull Case — Viral + GCC

Subscribers at M6500+

MRR at M6₹12L+

Break-even monthMonth 3–4

Year 1 net+₹1.8Cr

Year 2 net+₹3Cr+

TriggerRadiology WhatsApp viral + GCC + OmniVue

06 · The Equation-Changer — What Happens If You Hire a Developer?

Model	Build Hours (Dr. H)	Opp. Cost	Dev Cost (Cash)	Total Investment	Break-Even	Verdict
Dr. Harsha builds alone	38 hrs + 100 hrs/yr maintenance	₹5.7L + ₹15L/yr	₹0	₹20.7L (Year 1)	Month 6	VIABLE BUT EXPENSIVE
Hire dev (₹50K/mo) + Dr. H directs (30 min/day)	5 hrs (direction only)	₹75,000	₹6L/yr (dev salary)	₹6.75L (Year 1)	Month 2–3	✅ OPTIMAL STRUCTURE
Hire dev + Dr. H keeps full reporting	5 hrs/yr	₹75,000	₹6L/yr	₹6.75L	Month 2	✅ BEST ROI

Developer salary (₹50K/mo) = 3.3 hours of Dr. Harsha's MRI reporting
Developer replaces 38+ hours of Dr. Harsha's build time
Net saving: 34.7 hours × ₹15,000 = ₹5,20,500 recovered in Year 1 alone

Hiring a ₹50K/month developer pays back in Day 1 compared to Dr. Harsha building alone.

07 · Strategic Decision Framework

⚡ The Answer to Dr. Harsha's Question

Break-Even: Month 6 (Self-Build) · Month 2–3 (With Developer)
Year 1 Net: +₹62L · Year 2: +₹1.2Cr · Obsolescence: Manageable

On break-even: Building alone, you recover the full opportunity cost of ₹15.8L by Month 6. After that, the product generates ₹6–14L/month with ~1–2 hours/month of maintenance. That is genuine passive income — but it takes 6 months to reach and requires 38 hours upfront.

On obsolescence: Your instinct is correct and important. This is NOT a build-once product. Expect a meaningful rework every 12–18 months costing 35–50 hours. However, by the time that rework is needed, the product is generating enough revenue that 50 hours of rework = 6 days of product income. The obsolescence risk reduces as subscriber base grows.

The smarter equation: A ₹50,000/month junior developer costs you 3.3 hours of MRI reporting. That developer replaces 38+ hours of your build time. You report MRIs, they build the product, you review and direct 30 minutes per day. This cuts break-even from Month 6 to Month 2–3 and eliminates the ₹15,000/hour opportunity cost entirely.

On perpetual revenue: After Month 6, every ₹1 generated by Magnus Report is income earned while sleeping, operating, or reporting other studies. That compounding effect is the real prize. Even at the Bear Case (80 subscribers), Year 2 generates ₹8L with almost no new effort. At Base Case, Year 2 is ₹1.2Cr.

Bottom line: The product is financially justified. The condition is: hire a developer within 30 days so your ₹15,000/hour time is never again used for coding.