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we build the systems thatmove money, run the business, and can't be wrong

We're an AI-native product studio based in Bengaluru, working worldwide. We take products from first idea to running system and stay with them through production and beyond, across fintech systems, operational platforms and agentic AI.

our work

defi product system

ChaiDEX

Wallet, exchange, and smart contracts as one non-custodial product, across chains.

2,500+ active users
$500K+ managed funds
$80K raised

fintech infrastructure

Clove.Trade

A hybrid exchange where speed meets custody: vaults, spot, perps, algorithmic orders and governed agent access.

2 weeks to prototype
<2.2ms p99
7 capabilities

fundraising and impact platform

SirGiving

Discovery, campaigns, rewards and staff workflows, all in one giving platform for donors and nonprofits.

1.2M+ nonprofits
8 campaign types
1 ledger boundary

1 of 3

ChaiDEX
Clove.Trade
SirGiving

what we do

Fintech, operations and agentic AI. Monitored from day one.

We take products from first idea to running system, and we stay close enough after launch to see how they actually perform.

  • 01

    Fintech Systems

    Ledgers, custody, settlement, trading and payments. These are the systems where a bug becomes a financial loss, not a bug report, so we build them with the controls and audit trails that kind of system demands.

  • 02

    Operational Platforms

    The internal tools, admin consoles, marketplaces and dashboards a business runs on day to day, with permissions, approvals and workflows built around how the operation actually works.

  • 03

    Agentic AI

    Agents, retrieval, automation and MCP-style interfaces, added only where they earn their place, inside a system that stays reviewable and stays under human control.

  • 04

    Monitoring

    Cost, behaviour and delivery, watched from the first deployment. The same view we build from is the view you keep, so how the system runs never stays a mystery.

the engagement

Bring the business surface. We'll find the system shape.

  1. Map

    Start with the workflow that's expensive, slow, risky or hard to scale. Map the users, the rules, the data, the tools and the exceptions, then decide where AI belongs and where it doesn't.

  2. Build

    Ship the product system: app, dashboard, portal, automation, AI layer, admin surface, or agent-ready interface. Weekly working software, not status updates.

  3. Operate

    Launch is the beginning. We deploy, monitor and improve in production, with cost, quality and AI behaviour visible to you, on a platform that ships with the product and stays yours.

the method

The method is the product. Every build sharpens the next.

Our strength is the method: turn business reality into maps, maps into software, software into intelligence, and each delivery into reusable operating memory.

That memory compounds across builds: permissions, ledgers, approvals, reporting, portals, review queues, agent access, AI fit maps, release checks, and decision records.

The more we build, the sharper the next build becomes.

we build in

fintech, commerce, platforms, ai layers

contact

Start with an AI fit map.

Bring the process that is too important to leave manual and too specific for generic SaaS. We will map where AI belongs, where it does not, and what software should exist around it.

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