About

An operator-led firm
building financial systems.

We sit at the intersection of financial markets, quantitative research, AI, automation and trading infrastructure.

Founder

Leadership

Ankush Goyal, founder of OpsPhi
Founder · Product Leader · Quantitative Researcher · Systems Builder

Ankush Goyal

IIT Roorkee · Ex PhonePe · Ex Ola

Over the past decade, Ankush has designed products, research workflows and production systems across consumer technology and financial markets — product leadership at PhonePe and Ola, and active systematic participation in Indian markets. OpsPhi brings together product thinking, quantitative research, AI and engineering to build infrastructure that operates continuously in live environments.

LinkedIn
Team

Senior technical team expertise

The engineering behind OpsPhi comes from enterprise software rather than agency work. Close to six years across a global enterprise software company, a Big Four technology consulting practice and a large IT services firm — Java, Spring Boot, systems design and web applications, delivered in environments where auditability and uptime are contractual rather than aspirational.

That enterprise foundation is paired with direct experience building market-facing systems: research pipelines, broker-integrated execution and monitoring infrastructure running against live market data. That combination is why OpsPhi builds systems to be operated, not demonstrated.

Experience across:

Automation SystemsSoftware EngineeringAI SystemsData EngineeringCloud InfrastructureEnterprise PlatformsQuantitative ResearchFinancial WorkflowsProduct Strategy
Boundaries

What we don't do

We are not

  • ✗ An investment adviser or research analyst
  • ✗ A provider of trading signals, tips or recommendations
  • ✗ A portfolio, fund or money manager
  • ✗ Generic AI agencies
  • ✗ Marketing automation consultants
  • ✗ Dashboard-only vendors
  • ✗ No-code implementation shops
  • ✗ Prompt engineering service providers

We focus on

  • ✓ Research & intelligence automation
  • ✓ Monitoring & reporting systems
  • ✓ Execution & risk infrastructure
  • ✓ Product strategy & research
  • ✓ Backtesting & strategy validation
How We Think

Principles that shape our work

01

Research before automation.

Understand the decision and information flow before building the system.

02

Infrastructure over isolated tools.

Durable operating layers compound; one-off scripts decay.

03

Execution matters as much as analysis.

A system is only complete when it runs live and influences outcomes.

04

Long-term systems outperform short-term hacks.

We build software designed to be operated and extended over years.

Long Term Vision

The Future of Financial Decision Making

Markets are becoming increasingly data-rich and AI-native.

The organizations that succeed will not simply consume information. They will operate intelligent systems capable of continuously researching, monitoring, generating signals and supporting execution.

OpsPhi is building toward that future — the operating layer between information and action.

Build logs and research notes from production will be published in Notes.