Custom software, websites, agents, models and AI dramas built around real business needs.
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Connect models to document retrieval, business assistance and routine automation.
RAG, tool calls, permission isolation, citations, system interfaces and audit logs.
Test citations, accuracy, permissions, latency and fallback on agreed datasets; no zero-hallucination guarantee.
Present offerings clearly so mobile visitors can find products and submit requirements.
Responsive UI, multilingual routing, validation, SEO foundations and performance optimization.
Test navigation, forms, languages, mobile layout and agreed performance; no search-ranking guarantee.
Validate feasibility before production to reduce interface, algorithm and integration uncertainty.
Embedded systems, protocols, algorithm prototypes, test benches and failure analysis.
Deliver agreed prototypes, test data and documentation; R&D is not production certification.
Coordinate content, support, orders and analytics while reducing repetition and retaining decision control.
Authorized platform APIs, multilingual content, orchestration, review queues and exception handling.
Test authorization, order and stock consistency, approvals and fallback; no sales or fully unattended-operation guarantee.
Adapt models to customer domains and tasks with comparable quality, safety and cost baselines.
Data governance, SFT, parameter-efficient tuning, preference optimization, reinforcement learning and evaluation.
Separate training and evaluation data; test quality, safety, inference cost and rollback within agreed scale.
Turn themes and brand briefs into reviewable series and promotional assets.
Scripts, storyboards, character consistency, image/video generation, editing, dubbing and subtitles.
Agree episodes, duration, rights, languages and formats; approve a pilot. Third-party work is not our case study.
Application concept, not a delivered customer case.