- Kshitij Bhatnagar
- Case studies
Case studies
I learn how the work runs, find the turn, build it to last, and show what changed.
Each case is a different product: a post production startup's website, search and AI footage tagger; a transmittal product for practices that issue drawings; a brand film studio's first website; a dance school's website takeover; and self serve booking with UPI payment for a counselling practice.
Every number carries a label that says how it was found: measured, reported, modelled from inputs you can see, or an example. Each label links to its source.
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Post Aura
Research, website, search, product
Building a startup from scratch: the research, a website in five versions, its search layer and an AI footage tagger.
Pre launch: site on test addresses, tagger tested on 10 real clips, schedule paused
- Saves time
- Saves money
- Opens reach
- Removes risk
12 days from the starting wireframe on 12 Oct 2026 to the tagger's first production test on 24 Oct 2026, 23:15 IST. Measured, source 1
5 versions of the website over four calendar days, each frozen and kept live at its own address so the client could compare. Measured, source 2
10 clips from a real studio folder tagged in the first production test, 0 failed. A second run tagged none of them again. Measured, source 3
Tagged by the Gemini fallback model, not Claude. Failed counts errors, not wrong tags. Four camera files over 1,400 MB were skipped.
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Drawing Ledger
Workflow product on Microsoft 365
The drawing fills in the transmittal. The lead still says yes.
Built and tested, first live installation pending
- Saves time
- Saves money
- Removes risk
5 jobs to 1 per drawing issued: five hand jobs move to the engine, and the project lead keeps one review. Reported, source 1
Counted from the product specification. Not yet observed on a live installation.
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Flipp Tripp
Research, design contest and build
The studio had no showreel to lead with, so its first website leads with a split flap board of verified facts.
Pre launch: review build waiting on the owner's confirmations; a requested new look has not started
- Opens reach
- Removes risk
42 of 42 acceptance checks pass on the review build, reading the served pages with JavaScript off, 25 Oct 2026. Measured, source 1
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Buskers
Website takeover and rebuild
I took over a dance school's 2018 website, kept it live until sign off, and broke none of its old page addresses.
Live since 2 Oct 2026
- Opens reach
- Removes risk
36 of 36 old page addresses land on the matching section of the new page, by permanent redirect. Measured, source 3
Checked on 25 Oct 2026, each address with the trailing slash WordPress used.
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Shivantika Saxena
Therapy website and booking
Her draft had a warm editorial look and no way to book; now clients book on their own and pay her by UPI.
Live since 5 Aug 2026, booking checked 25 Oct 2026
- Saves time
- Saves money
- Opens reach
- Removes risk
0 to 2 session types a client can book without messaging her first: a free 20 minute consult and a 50 minute session. Measured, source 2
How I work
Learn how it works
I study how the work runs today: the steps people repeat by hand, the files that drift, the parts that break quietly.
Find the turn
I write down the obvious fix and its cost, then look sideways for one that needs less: no licence to buy, no gateway fee, no showreel to wait for.
Build it to last
Few moving parts, tests for what broke once, notes the owner can read, and a way back if something fails.
Show the impact
I put each number beside the work that produced it. Where I cannot measure yet, I model it in the open, with every input shown.
If one of these sounds like your business, write to me about how the work runs today.
kshitijbhatnagar97@gmail.com