Case studies
Case studies
ALLITI LLC projects: the task, the solution and a measurable result for each area of work.
5 projects
LLM, RAG and agents
Dialogue systems on top of large language models: answers drawn strictly from the client’s knowledge base, deterministic scenarios instead of free generation, and hand-off to a human for hard cases.
LLM agent with RAG · RAG on client data · Chatbots and agents
8 projects
Machine learning and data analysis
Models built for a specific task and dataset: computer vision, audio analytics, clustering of large datasets, and generative geometry for manufacturing.
Computer vision · Audio analytics: voice spoofing detection · Energy grid clustering · AI CAD for 3D printing
3 projects
Web platforms and enterprise systems
Calculation and record-keeping systems in place of spreadsheets: a relational schema instead of drifting files, permissions enforced at the API, automated money calculations and reconciliation against a reference.
Financial modelling · Web platform and billing · Administration panel
2 projects
Generative content
Text, image and voice generation as part of a product rather than a demo: a task queue, quality and safety controls, billing and an admin panel.
Generative content: text and graphics · Image generation
5 projects
Interface design and motion
Interfaces that go into development without rework: clean layouts for specific scenarios, with legible transitions and states.
UI/UX design · Motion Design
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