AI Implementation
Design and build AI systems for real business workflows - from problem scoping to prototype, MVP, and production deployment.
What we do
AI Implementation is the core of what ALTERNATIX Lab delivers. We take a business problem, assess the data and technical landscape, design an AI system architecture, build a working prototype, and deploy it into your production environment. Every project is scoped around real workflows - not demos or proof-of-concepts that never ship.
AI System Design
Architect end-to-end AI solutions: model selection, data flow, API design, integration points, and deployment strategy.
Workflow Automation
Automate repetitive business processes with intelligent systems that handle decisions, routing, and execution.
Prototyping & MVP
Build fast, test with real data, iterate. Get a working system in weeks, not months.
Model & API Integration
Connect ML models, LLMs, and third-party APIs into your existing stack cleanly and reliably.
Intelligent Dashboards
Build monitoring and analytics dashboards that make AI outputs visible, actionable, and auditable.
Process Automation
Replace manual, error-prone workflows with automated systems powered by AI decision-making.
What you need to get started
A defined problem
A clear business challenge or workflow that could benefit from AI. It doesn't need to be perfectly scoped - we help refine it during discovery.
Access to data
Historical data, current systems, APIs, or databases relevant to the problem. Even messy or incomplete data is a starting point.
Success criteria
What does "working" look like? Accuracy thresholds, speed requirements, cost targets, or business KPIs the system must meet.
A decision-maker
Someone who can approve scope, provide feedback during iteration, and champion the project internally.
What we've built
Golden Gauss AI
A complete AI implementation for gold market prediction. Built from research to deployable product: 239 engineered features, gradient boosting models, ONNX runtime packaging, and MetaTrader/MQL5 integration for live probability-based trade execution.
Have an AI implementation challenge?
Tell us about your problem and we'll respond with clarity on what's possible.