I killmanual friction.
Founder & CTO — complete ecosystems, zero to one
One architect, end to end. I design and ship complete operating ecosystems that replace subscription software, paper trails and administrative bloat.
Featured here — Vibers Connect × Quad Computing (hospitality) · HindTrade AI (global trade)
Harshit Choudhary*
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( 01 ) — Manifesto / Software that runs the business, not a ledger of it
Softwareshouldnotchargerentforbasicdataentry.Itshouldrunthebusiness.Ienterfragmented,legacyindustries—studythemanualbottlenecksontheground—andengineerself-governingsystemstoreplace them.
No dashboards for decoration. No SaaS rent. Systems that settle money, move stock and roster people — live.
( 02 ) — Ecosystem 01/02 / Hospitality & travel
Vibers Connect× Quad Computing
One stack, two faces: guests on Vibers, operators on Quad.
The pain
Legacy venue software charges ₹25k+ a month in rent for data entry, runs on fragile local setups, brings the venue no new guests — and still leaks money between the table, the kitchen and the till.
The architecture
- One connected ecosystem — guest brand, venue OS and member club share one spine: a guest discovered on the brand side settles a bill on the venue side.
- Settlement, not subscription — the OS earns a few rupees per settled bill. The venue pays when it earns, never before.
- Atomic money paths — per-table locks and idempotent writes; a bill cannot double-count under concurrent fire.
Underneath it — the operating system
Next door — the member layer
The record
One person. Three years. Twenty-plus products, shipped end to end.
0
Years building
2 in market · 1 before launch
0+
Projects delivered solo
Scoped, built and shipped alone
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Ecosystems in production
Hospitality · global trade · textiles e-commerce · real estate · land investing · social apps · agentic personal LLM agents
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Companies
Founder or equity holder
Shipped, measured, gated — Vibers Connect × Quad Computing
0/195
Live settlement tests passed
On a production venue, real bills
<0s
Order round-trip
After multi-region edge migration
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Dishes served live
Through the guest menu, one venue
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Automated tests & audits
Release gate: green
( 03 ) — Ecosystem 02/02 / Global trade OS & compliance
HindTrade AI— the export OS
The pain
Legacy MSME exporters — running since the 1960s — are trapped in paper trails, middleman broker fees and cross-border trust gaps that stretch export cycles from weeks to months.
The system
- Territorial micro-franchise engine — reverse bidding for Indian manufacturing clusters; international buyers bid for exclusive territorial distribution, starting with Australia.
- Deterministic compliance — export regulation translated into decision trees: instant HSN-level audits, buyer scoring, verified Trade Passports. Rules first, models second.
MICRO-FRANCHISE PROTOCOLSEQUENCE 01
Manufacturing cluster
Sports-goods manufacturing cluster, Jalandhar
Trade passport
HSN audit · DGFT Ch. 95 decision tree
Reverse-bidding auction
Buyers bid for territory, not price alone
Exclusive distribution
Australia micro-franchise · verified buyer
CYCLE
WEEKS → DAYS
BROKERS
ZERO
TRUST
VERIFIED
( 04 ) — In the works / Live builds
What shipsnext.
- 01In build
Autonomous staff management
Calling agents that qualify, roster, follow up and book shifts for an Australian agency — every call logged and auditable. An independent build in its own right.
- Client
- Australian staffing agency
- Scale
- 2,000+ staff today
- Agents
- Qualify · roster · follow up · book
01 Observe
02 Architect
03 Build
04 Gate
05 Operate
- 02In process
Territory expansion
More manufacturing clusters onto the export OS, more venues onto the hospitality spine — the same architecture, new ground.
- Trade
- New clusters onto HindTrade AI
- Hospitality
- New venues onto Quad Computing
- Method
- Same spine, no rebuilds
01 Observe
02 Architect
03 Build
04 Gate
05 Operate
( 05 ) — Services / What I take off a founder’s plate
Six problems I solve end to end.
- 01
Business operating systems
Spreadsheets, registers and rented software each hold a slice of the truth. One owned system holds all of it — orders, stock, money, people.
One source of truth - 02
Zero-to-one strategy
Most products fix the bottleneck in the pitch deck. I scope from the floor, so the first release removes the one that actually costs money.
Scoped from the floor - 03
Workforce automation
Tickets, stock counts, payouts and reconciliation run themselves. People stop doing data entry and handle only the exceptions.
Same output, fewer hands - 04
Customer acquisition
Aggregators rent you your own customers. Booking, referral and guest-brand funnels bring them direct — and keep the margin with you.
Zero aggregator commission - 05
Customer retention
A CRM nobody opens retains nobody. Cashback, memberships and win-back loops live inside checkout, where the guest already is.
Loops built into checkout - 06
Agentic operations
AI that improvises with money is a liability. Deterministic rules decide first; models only act inside the lines the rules allow.
Rules first, models second
( 06 ) — Method / Five phases, one owner
How a broken operation becomes an operating system.
- 01
Ground observation
Week 1
I work inside the operation — the venue floor, the factory line. Shadow staff, time every handoff, follow the money from order to settlement.
Output
Friction map · leak ledger
- 02
Architecture
Week 2
Tenant-isolated data, per-bill locks, idempotent money writes. Designed so a leak is impossible by construction, not merely unlikely.
Output
System blueprint · data model
- 03
Build & automate
Weeks 3–6
Shipped in vertical slices on real data. Agents run rules first — deterministic decision trees act before a model ever gets a say.
Output
Working OS on staging
- 04
Release gate
Every build
3,100+ automated tests, security and tenant-scope audits, 1,000+ behaviour scenarios. Red does not ship — no exceptions, no hotfix culture.
Output
Audited production release
- 05
Operate & compound
After launch
Live metrics, audits re-run on every change, settlement verified against real bills. The model earns per settled bill — incentives stay aligned.
Output
A system that pays for itself
( 07 ) — The vault / Rooms I’ve been in
The roomsthat shaped it.
To every room that let me in, every person who trusted an early idea, and every conversation that made it sharper — thank you. None of this was built alone.
( 08 ) — Journal / Field notes, Nov 2025 — now
Written fromthe floor.
Built under the frequencies of the Himalayas
Old Manali, a chance meeting, and why the software got built at the counter, not in an office.
Notes from a room at T-Hub
What I took away from Google for Startups’ invite-only Founder Meetup in Hyderabad.
What a trade agreement doesn’t do for a small exporter
The India–Australia ECTA lowered tariffs. It did not introduce a single Jalandhar manufacturer to a single Australian buyer.
Consciousness is a builder’s competitive edge
In an age where tools are abundant, attention is the scarce resource. Building well starts with seeing clearly.
04 / 11 essays · every figure linked to its source
( 09 ) — Engagement
Have a brokenoperation?
I take a small number of zero-to-one engagements a year. Week one is ground observation inside your operation — then you get the architecture, the build, and a release gate that refuses to ship anything unproven.