Solutions
Custom AI Solutions
Allium AI’s core competencies—custom agentic AI development, legacy integration, and data security—apply universally. The challenges of unstructured data, repetitive processes, and disconnected systems exist in every sector. Our agentic AI approach enables intelligent automation that adapts to your specific business context.
Fine-Tuned LLMs
Customized LLms built on your data and tailored to automate complex workflows. Craft a model that evolves how your business handles document processing and regulatory reporting, while maintaining strict audit trails and capturing advanced analytics for sales forecasting and risk assessment.
Optimal Model Selection
Deep expertise and knowledge across all proprietary and open source models to choose the architecture that truly fits your requirements. Once selected and tuned, every model is rigorously tested to ensure reliability in production.
Safely Leverage Agentic AI and LLMs
Combine the power of LLMs with the instrumentality of AI agents, empowering advanced learning techniques like Retrieval Augmented Generation (RAG). This provides the framework for unparalleled
automatic document parsing and analysis, internal data management, internal chatbots, and operations automation.
Traditional Machine Learning
Machine Learning remains the right tool for a broad range of well-defined, data-rich use cases such as 3D ore estimation, sales forecasting and analysis, and cost‑efficient image and text classification. By combining these proven techniques with our AI‑accelerated engineering, we deliver models that are fast, inexpensive to run at scale, and highly interpretable, giving you highly precise predictions and classifications without the overhead of full LLM deployments.
Hardened, Production-Ready Models
Advances in AI-led engineering have enabled inexperienced coders to rapidly build models without the foundational knowledge required to make them stable. A demo that produces a catastrophic issue in 10% of cases is fundamentally broken, and is unusable in the professional world. Our engineers rigorously validate, iterate, and fine-tune to resolve the last 10%, 1% or 0.1% of edge cases that could cause failures, achieving beyond-human levels of accuracy by using AI as a precise tool, not a crutch.
Traditional Code Automation
Well-engineered code remains the gold standard for process automation: it behaves the same way every time, is highly efficient, and is inexpensive to run at scale. For workflows that are straightforward and consistent, demand extreme efficiency, or are mission‑critical and tightly regulated, code-based automation is often the superior choice. Using our AI‑accelerated methodology, we quickly design, generate, and harden these coded workflows, which translate your business rules into robust automation that can be safely operated and audited in production.