The ASU Dispatch
ASU
Work with us
Manifesto18 April 2026
We build AI products
that compound.
A note from the studio

ASU is a small team that designs, builds, and ships AI products from first principles. Four in-market today — and we partner with founders to build the next.

— Mahanthesh, Vinod, Uchit & Puneet
The ledgerAs of today
04
Products in-market
Shipped & operating
'24
Year we started
Still day one
100%
Percent in-house
Design, infra, ship
04
Operators on bench
No contractors
§ 02 — How we buildFour movements

Four phases.
No theatre.

We build like an operator, not an accelerator. Each product walks through the same four movements — so the fifth, sixth, and seventh ship faster than the first.


  1. I.
    Weeks 1–3

    Signal

    An asymmetric opportunity, stress-tested with real operators before a line of production code. No trend-chasing, no consensus bets.

    • ·Primary research with 20+ operators
    • ·Competitive teardown & wedge
    • ·A written thesis we all sign off
  2. II.
    Weeks 4–12

    Forge

    End-to-end build alongside the founder — model, infra, UI, onboarding. A working system, not a deck.

    • ·Evals, prompts, guardrails wired in
    • ·Production-grade infra, day one
    • ·First ten design partners onboarded
  3. III.
    Month 3–6

    Ship

    Paying customers, public launch, retention loops. Pricing and support — live, not theorised.

    • ·Public launch with paying users
    • ·Revenue dashboards, feedback loops
    • ·Weekly shipping cadence
  4. IV.
    Year 1+

    Compound

    Growth, hiring, institutional capital. We stay until the company compounds without us.

    • ·First ten operators hired
    • ·Fundraise support and intros
    • ·Monthly office hours, hand-off
§ 03 — DispatchFrom the field
We didn't start ASU to become a studio. We started it because the next ten AI companies shouldn't wait a decade to learn what we already know. The first ten customers are the easy part — what matters is what ships the week after.
Mahanthesh, for the editors— April 2026

Bengaluru, 12 Apr

DZap crosses 10M swaps

Cross-chain liquidity pipes up across 12 networks. Retention on the trader cohort continues to lead the category.

Remote, 03 Apr

BillTrim at 800M rows / week

A new reconciliation engine rolled out to enterprise pilots. First customer cut month-end close from nine days to two.

Mumbai, 28 Mar

Payroll Finance runs first cross-border

An Indian employer funded salaries into three currencies in under four hours. Same-day payroll is now the default.

§ 04 — The operatorsFour on the bench

The whole team,
on the page.

Small, senior, hands-on. We design, build, and ship every product ourselves before a founding team is ever brought in. You work with the people writing the code.


01Founder

Uchit Rangaswamy

Product & design

Product and design across the portfolio. Shapes how every surface feels.

LinkedIn
02Co-founder

Mahanthesh

Company & product

Builds the company and the products it ships. Keeps the thesis honest.

LinkedIn
03Team

Vinod S

Engineering & infra

Engineering lead. Owns infrastructure, delivery, and the week-over-week cadence.

LinkedIn
04Team

Puneet Bagewadi

Growth & partnerships

Go-to-market, partnerships, distribution. Brings the first hundred customers.

LinkedIn
§ 05 — CorrespondenceReply within 7 days

Write to us,
plainly.

Tell us what you're thinking about. We read every letter and reply within the week if there's a fit — faster when the signal is strong.

What we back
Founders building AI products
Stage
Pre-seed to Series A
Response time
Within 7 days
Geography
India-first, global
— The editors, Bengaluru
ASURef. ASU/04/2026
Namaste editors,

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