Marcus Lion | AI
AI Advisory
- We help you choose what to build/buy, how to evaluate it, and how to deploy safely—with an execution-ready roadmap and measurable success criteria.
- Roadmaps, evaluations, and model risk controls (privacy, bias, monitoring)
- Edge vs cloud tradeoffs, latency/cost sizing, and vendor/model selection
- We aggregate real-time and static data feeds.
- We use AI to Join datasets, and create indicators
- We provide a development library to consume data and publish models and indicators, in Python and R-lang (and a REST API)
- We back-test, live-test and stress-test models.
- We save all test runs, and test results
Previews
Services (Advisory & Build)
AI Consultancy Service
Advisory engagements that turn AI ambition into a plan you can execute.Typical deliverables:
- Use-case prioritization + ROI sizing
- Data readiness assessment + gap plan
- Model / vendor evaluation (cost, latency, privacy, edge vs cloud)
- 90-day pilot plan + 6–12 month roadmap
AI Model Development Service
Bring your AI vision to life with Marcus Lion's bespoke model development services. Our team of skilled data scientists and engineers excels in designing and building custom AI models tailored to your specific needs.From natural language processing to predictive analytics and decision-making algorithms, we leverage the latest technologies and methodologies to develop robust, scalable, and efficient AI models. Let us help you unlock new opportunities and capabilities with tailor-made AI solutions.
AI Model Back Testing Service
Ensure the reliability and performance of your AI models with Marcus Lion's comprehensive model testing services.Our rigorous testing processes evaluate your models across multiple dimensions, including accuracy, efficiency, bias, and scalability.
By identifying and addressing potential issues before deployment, we help you mitigate risks and enhance the overall quality of your AI solutions.
AI Readiness & Roadmap
Align stakeholders, size ROI, assess data readiness, and produce an execution-ready plan.Output: prioritized backlog, architecture direction, pilot scope, success metrics, and a 90-day / 12-month roadmap.
Model & Vendor Evaluation
Compare LLMs, forecasting models, and platforms against your constraints—latency, cost, privacy, and deployment target.Output: benchmark plan + results, tradeoffs, and a clear recommendation.
Data Aggregation
We aggregate data in realtime, from multiple data feeds, for your models to consume.
Financial Data
- Realtime Quotes and Trades
- Order Book Depth
- Historic Prices (Candles and Ticks)
- Securities and Exchange Commission – SEC Filings
- Transcripts from Earnings Calls
- Macro-Economic Indicators (Federal Reserve Economic Data - FRED)
Financial Markets
- Equities
- Treasuries
- Commodities
- Foreign Exchange
- Futures
- Options
- Crypto Currencies
Text Based Data
- News Feeds
- Social Media
- Sentiment Data
- RSS Feeds
- LLM Analysis
Other Data
Data sets from anywhere can be imported and merged with realtime data
- IOT Data
- Geographic Data
- Google Trends
- Weather Data
- Census Data
Bots, Algos, and Indicators
We have a three layer model, for trading:
- Indicators are derived from, pre-calculated feeds and your own
calculations, on the raw data.
We provide many popular ones as canned calculations - Algos Consume raw data and indicators, to generate trading
signals.
Super algos, optimize the signals from many algos, to reduce your trading - Bots operate on trading signals, with regard to current position
and risk limits.
Bots are straightforward and mechanical and target your goal.
And best of all, you get to create your own indicator and algos, our bots will handle the trading
Who we are
Get In touch with us.