Systems live Est. 2016 · Switzerland → Singapore · New York Azure · AWS MultiEdge Signal Relay · live BrokerSRE · 174 rules
Singapore · strategy advisory · AI trading systems · cloud

AI trading systems & resilient cloud for demanding financial firms.

A founder-led boutique that advises on and builds AI-driven trading systems, low-latency cloud and decision intelligence for hedge funds, asset managers, prop firms and bank trading desks.

  • ~30%Cloud spend cut
  • < 1 msExecution hot path
  • 1 sprintIdea → live
  • Founded2016 in Switzerland · HQ Singapore · New York
  • PioneerSignal as a Service — MultiEdge Signal Relay, live since Sept 2026
  • MicrosoftFrontier Accelerate for Marketplace Premium Partner
  • AuthorTwo trading books — Wiley 2025 · Packt 2021
  • CommunitySICC Tech Transformation Resource Group co-chair
01
Choose your path

Decide what to build, or have us deliver it.

Strategy work that ships into code — never into a slide-deck graveyard. Pick the entry point that matches where you are today.

Decide what to build

Strategy Advisory

Senior, independent judgment on technology, AI and capital-allocation strategy — to de-risk a decision before you commit budget and engineering time.

  • Architecture reviews for trading, risk & market-data platforms
  • Cloud cost & reliability audits across AWS and Azure
  • AI/ML strategy for alpha research and operational automation
  • Vendor & build-vs-buy decisions with TCO models
  • Regulatory posture review (MAS, FINRA, GDPR, SOC 2)
See Advisory tracks
Have us deliver it

Build & Run

Production engineering with the same hands that wrote the strategy.

  • Trading systems from idea → backtest → live in a single sprint
  • Cloud platforms for sub-millisecond paths and zero-trust controls
  • Streaming market-data pipelines with millisecond freshness
  • GenAI applications with enterprise security and cost governance
  • 24×7 SRE-style monitoring, runbooks, and incident response
See delivery tracks
02
Ahead of the curve

We build what the market asks for next — before it asks.

RocketEdge ships categories before they have names: a published playbook for AI trading, Marketplace-ready Azure products, Signal as a Service, and reliability engineering for broker connectivity.

  • 10thyear of operation — founded in Switzerland in 2016, now Singapore and New York
  • 2published trading books — Wiley (2025) and Packt (2021)
  • 3continents of clients — Asia, Europe and North America
  • 174production rules in the BrokerSRE audit — the checklist we run on our own platform
  • Founded in Switzerland

    RocketEdge starts as a Swiss engineering boutique for trading and cloud systems; today headquartered in Singapore with a New York subsidiary.

  • First book — Packt

    Hands-On Financial Trading with Python, with Sourav Ghosh: fourteen implemented strategies and the Python backtesting toolchain.

  • Second book — Wiley

    Hands-On AI Trading with Python, QuantConnect, and AWS, with Ernest Chan and Jared Broad: 20+ worked AI strategies with full code.

  • Microsoft programme

    Joined Microsoft ISV Success — now a Frontier Accelerate for Marketplace Premium Partner with Marketplace-ready Azure products.

  • Signal as a Service

    MultiEdge Signal Relay goes live: auditable, post-quantum-sealed signal distribution for funds and their subscribers — not execution.

  • Broker reliability, productised

    BrokerSRE for Interactive Brokers: 174-rule scored audit, fixed-price deploy into your Azure tenant, monthly run.

03
Capabilities

Where RocketEdge creates an edge.

The systems that move money, manage risk, and turn data into decisions — strategy first, then production code.

00 / Strategy

Strategy Advisory for Fintech, AI & Trading Leaders

Independent, board-level counsel on the decisions that compound for 12–24 months: where to invest in technology, data and AI; which architecture and cloud to commit to; build-versus-buy; vendor and platform selection; and how to sequence execution. Written recommendations and board-ready roadmaps — from the people who then build it.

  • Strategy & Architecture Review — 2–5 weeks, best first engagement
  • Fractional CTO / CIO Advisory — 3–12 months, embedded part-time
  • Board & Investor Advisory — independent technical diligence for boards, LPs, GPs and acquirers
See Advisory tracks
12–24 moThe horizon over which your next decision compounds
WeeksBoard-ready recommendation, not quarters of consulting
1 roomMarkets, cloud, AI and architecture — one advisor, no handoffs
CodeEvery roadmap can flow straight into Build & Run
01 / Cloud

Cloud Architecture & Optimization

Hardened, autoscaling AWS and Azure architectures with zero-trust controls and continuous cost guardrails — 25–60% cost reduction in weeks, not months.

02 / Trading

Trading Systems & Backtesting

Idea → backtest → live in a single sprint. Sub-millisecond paths, reproducible research, deterministic risk checks, audit trails, and kill-switches.

03 / Decisions

Decision Intelligence

Unified store for positions, risk, and market signals with predictive analytics — cutting time-to-decision from days to minutes for the desk and the board.

04 / Market Data

Market Data Analytics

Low-latency multi-venue pipelines with normalization, factor engineering, and anomaly detection on one schema shared by research, backtest, and production.

05 / Risk & Fraud

Risk & Fraud Intelligence

Anomaly and fraud models calibrated to your patterns, with continuous monitoring, automated controls, and immutable audit trails wired into playbooks.

06 / GenAI

Enterprise Generative AI

Prompt to production-grade assistants and research summarization, built with access controls, evaluation harnesses, cost governance, and human handoff.

04
How we engage

Four high-value engagements, each tied to a result.

Not generic “solutions.” Each offering maps to a business-critical outcome: lower cost, faster time-to-market, better decisions, or safer operations.

Cloud Cost Optimization for Trading Workloads

A fixed-scope diagnostic and re-architecture of your AWS/Azure trading and research estate — right-sizing, spot strategy, data-tiering, and continuous cost guardrails that hold after we leave.

Result delivered

Reduced a fund’s cloud expenses by ~30% while doubling backtest throughput — savings that paid for the engagement many times over.

AI Strategy & Model Development for Funds

From research notebook to live, governed signal: alpha research, feature engineering, model validation, and deployment with reproducible pipelines and deterministic risk checks.

Result delivered

Took a strategy from idea to live trading in a single sprint, with audit trails and kill-switches institutional allocators expect.

Trading Infrastructure & DevOps Modernization

Sub-millisecond execution paths, zero-trust controls, CI/CD, and SRE-style observability — replacing fragile, hand-managed stacks with production-grade, monitored systems. For desks trading through Interactive Brokers, this is now a fixed-price service: BrokerSRE for Interactive Brokers.

Result delivered

Re-platformed a fund’s execution stack to < 1 ms hot-path latency with 24×7 monitoring and one-click, repeatable deploys.

AI/ML Advisory for FinTech Products

Senior architecture review and build guidance for fintech and AI-finance startups shipping data, GenAI, and decision-intelligence products — security, cost, and scale designed in from day one.

Result delivered

Helped a data-science firm ship a production-grade AI platform with enterprise security and cost governance, avoiding a costly re-build later.

05
Why a senior boutique

A high-ROI partner, not a low-cost vendor.

Offshore outsourcing firms compete on cheap hourly labor. RocketEdge competes on specialized outcomes in the areas that decide your P&L — alpha, risk, latency, and cloud cost. Almost no offshore firm, and very few boutiques, can claim two published trading books plus dual-cloud delivery plus CFA & FRM. Here is the difference you actually buy.

RocketEdge — boutique fintech expert Low-cost offshore outsourcers
Deep trading & AI domain expertise — wrote the book, runs it for real funds General development skills, lacking finance specialization
Proven, ROI-focused results — cost savings, speed, and alpha improvements Low hourly rates with no guaranteed outcomes
Single senior point of contact — 20+ years of experience, no handoffs Junior, rotating teams; higher management overhead for the client
Trusted-partner mindset — invested in your long-term strategy Transactional approach; little stake in your outcomes
Flexibility & personal dedication — tailored to your schedule and needs Rigid, one-size-fits-all processes
Seamless integration with your team — contextual knowledge of your trading environment Knowledge gaps about finance-specific requirements

The math is simple: a ~30% cloud-cost reduction or a strategy that reaches production a sprint sooner is worth far more than a lower hourly rate. RocketEdge is priced as a high-impact partner because the work directly grows AUM and protects profitability — and it filters for clients who value quality and trust over bargain-hunting.

06
Founded by a practitioner

Led by Jiri Pik.

Jiri Pik is the founder and CEO of RocketEdge — a financial strategist and cloud software architect who has spent two decades building ultra-low-latency, distributed systems for trading, risk management, and market data at Citi, Goldman Sachs, JPMorgan, and UBS. He founded RocketEdge in Switzerland in 2016 and now leads it from Singapore.

He is the author of Hands-On AI Trading with Python, QuantConnect and AWS (Wiley, 2025) and Hands-On Financial Trading with Python (Packt, 2021), and serves as Co-Chair of the Tech Transformation Resource Group at the Singapore International Chamber of Commerce, helping shape pragmatic digital strategy across industries.

Why this matters: most cloud consultancies have never traded, and most quant shops have never operated a regulated cloud estate. Financial rigor and platform engineering in the same brain is rare — and it’s why RocketEdge moves from idea to production faster than typical vendor cycles.

CFACAIAFRMPMPCertified Scrum Professional20+ AWS & Azure CertsWiley · Packt author
07
Strategic alliances

Built with trusted ecosystems that help solutions scale.

RocketEdge works within business and technology ecosystems that connect market needs, enterprise platforms, and practical transformation.

Singapore International Chamber of Commerce

A member firm, with CEO Jiri Pik serving as Co-Chair of the Chamber’s Tech Transformation Resource Group.

  • Pragmatic digital transformation focus
  • Cross-industry technology dialogue
  • Singapore-based business ecosystem

Microsoft Frontier Accelerate for Marketplace

RocketEdge.com is a Premium Partner in Microsoft’s Frontier Accelerate for Marketplace program — aligned with the Azure and GitHub toolchain and Microsoft Marketplace pathways.

  • Azure-first product architecture
  • GitHub-enabled delivery workflow
  • Microsoft Marketplace publishing readiness
08
Operating model

We optimize for advantage, not technology theater.

RocketEdge works best when the mandate requires senior judgment, hands-on architecture, and measurable business outcomes — design to deploy to monitor.

  • Start with the strategic constraint, not the technology
  • Design for operating reality: speed, security, cost, governance
  • Build for production, not demos — APIs, observability, ownership
  • Measure what compounds: adoption, cycle time, unit economics
  • Keep humans accountable — AI accelerates, judgment decides
09
Credibility

Financial rigor meets cloud-native execution.

A small, senior team at the intersection of AI, cloud, and trading — with institutional pedigree and published authorship.

Azure · AWSFrontier Accelerate for Marketplace Premium Partner · dual-cloud delivery
Wiley · PacktTwo published trading books — AI trading (2025) and Python trading (2021)
CFA · FRMInstitutional financial rigor
Live fundsHedge funds & data-science clients in production
Next step

Bring us your hardest trading or cloud problem.

A 30-minute architecture review with Jiri is free. You’ll leave with a one-page diagnostic and at least two concrete options — whether or not we end up working together.

RocketEdge.com Pte. Ltd. · Singapore · with a New York subsidiary serving North America. Founded in Switzerland in 2016.

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