AI Scientists for Research & Discovery

SimicX-Q

The Intelligence Behind Discovery

AI scientists that reason about mathematics, analyse data, design algorithms, and collaborate with you to accelerate breakthroughs

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Chatbots help you work.
Coding assistants help you build.
AI Scientists help you discover.

What are AI Scientists?

AI scientists are specialised agents powered by SimicX-Q. They reason about mathematics, analyse data, design algorithms, write and review code, and collaborate with humans or other AI agents.

They are not chatbots — they are partners in research, built to help you explore complex ideas and turn them into working systems.

Quantitative FinanceForecastingOptimisationRisk ModellingApplied ML

Technical Comparison

What makes AI scientists fundamentally different

Capability	SimicX-Q	Claude Code	GPT Research
Research Autonomy Bridges research discovery and real implementation — months of work in hours
Domain-Native Agents AI scientists that understand alpha decay, overfitting, and look-ahead bias
Runtime Verification Loop AST validation, leakage detection, out-of-sample testing — iterates until verified		Human
Project Memory Maintains full context of large-scale systems and dependencies
Scientific Rigor Enforces research best practices, citation tracking, and reproducible results
Multi-Agent Collaboration AI scientists that coordinate, review each other, and synthesise findings

Our Platforms

Ready-made solutions powered by AI scientists

AlphaStream

Turn cutting-edge research into trading strategies with unprecedented speed. AI quants read, reason and implement ideas — reducing months of work to hours. Research translation at scale.

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ForeCast

Time-series forecasting across diverse domains. From market predictions to demand planning — AI scientists model uncertainty and deliver production-ready forecasting systems.

Coming Soon

The Intelligence Pipeline

Research translation at scale — reducing months of work to hours

Prepare

Understand task, gather context

Awareness

Analyse files, extract APIs

Plan

Design architecture, dependencies

Generate

Multi-file code generation

Review

Multi-agent parallel review

Verify

Design verification tests

Execute

Run code, validate output

Document

Generate docs, error reports

Self-correcting: If verification fails, loops back with error context and fixes itself

Core Capabilities

Multi-Model Orchestration

Routes each task to the optimal AI model. Fast models for classification, powerful models for generation. Unified intelligence layer.

Multi-Agent Collaboration

Specialised reviewers run in parallel: Code Quality checks logic and bugs. Domain experts catch look-ahead bias and data leaks.

Real Execution Verification

AST validation, leakage and look-ahead bias detection, separated training/testing windows. Catches errors that static analysis misses.

Domain Expertise

Deep quantitative knowledge built-in. Understands market microstructure, risk management, and statistical edge decay.

Enterprise Security

Enterprise-grade encryption and strict access controls. Your data is used solely for your work and never shared.

Human-AI Collaboration

Work with AI scientists as you would with colleagues — exchanging ideas, documents, and code. They plan, execute, and iterate.

Research to Production

Months to hours

Underlying Papers

AI trained on AI

Specialised Agents

Parallel review

100%

Code Ownership

Fully yours

Simple, Accessible Pricing

Access starts free. On-demand services are priced to be accessible, often replacing weeks of human labour at a fraction of the cost.

For bespoke projects, we quote transparently — and in many cases, we only charge when value is demonstrably delivered.

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Frequently Asked Questions

Everything you need to know about SimicX and AI scientists

SimicX is a London-based AI agent company building AI scientists — intelligent systems designed to accelerate mathematically intensive research and development. Our mission is simple and ambitious: enable individuals and teams to achieve breakthroughs faster than ever before.

We support people and organisations working where data, mathematics and decisions meet: quantitative finance, forecasting, optimisation, risk modelling and applied machine learning. Whether you're an individual researcher or an institutional team, SimicX helps you think bigger and move faster.

AI scientists are specialised agents powered by SimicX-Q. They reason about mathematics, analyse data, design algorithms, write and review code, and collaborate with humans or other AI agents. They are not chatbots — they are partners in research, built to help you explore complex ideas and turn them into working systems.

You can use them through ready-made platforms like AlphaStream and ForeCast, or collaborate with them as you would with colleagues — exchanging messages, documents, slides or code. They plan, execute and iterate, helping you move from concept to implementation with remarkable speed.

AlphaStream focuses on discovering, implementing and benchmarking trading strategies. ForeCast focuses on time-series forecasting across diverse domains. Both platforms showcase what AI scientists can already do — and hint at what they will soon make possible.

You can begin using AlphaStream or ForeCast immediately. For bespoke projects, simply email hello@simicx.com. We assemble an AI scientist team tailored to your goals and work with you to deliver concrete outcomes.

Access starts free. On-demand services are priced to be accessible, often replacing weeks of human labour at a fraction of the cost. For bespoke projects, we quote transparently — and in many cases, we only charge when value is demonstrably delivered.

Yes. We apply enterprise-grade security, encryption and strict access controls. Your data is used solely for your work and never shared without explicit permission. Trust and confidentiality are foundational to everything we build.

Like human experts, AI systems can err — but our pipelines include validation, error detection and human oversight in critical stages. We treat errors as part of the scientific process: they surface, are reviewed, and lead to better systems.

A team of quantitative researchers, machine learning engineers and infrastructure specialists with deep industry experience. We work side-by-side with AI systems every day — building tools we would want to use ourselves.

Today, we focus on quantitative finance, forecasting, optimisation and risk modelling. Tomorrow, we aim to expand into healthcare modelling, scientific simulation and other mathematically rich domains. Our goal is to build a broad ecosystem where AI scientists help solve some of the world's most challenging problems.

SimicX does more than provide access to models. We build teams of AI scientists that reason, coordinate and create — empowering people to explore ideas previously limited by time, cost, or computational complexity. We believe the future of research is collaborative, and AI will be part of the team.

Who is Behind SimicX?

A team of quantitative researchers, machine learning engineers and infrastructure specialists with deep industry experience.

We work side-by-side with AI systems every day — building tools we would want to use ourselves. Based in London, serving researchers and institutions worldwide.

Meet the Team

Ready to Discover?

It's not just faster — it changes how quantitative research is done. AI scientists will be part of your team.

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