AI Product Engineering
Enterprise-Grade AI Product Engineering for Real-World Impact
We design and ship LLM agents, knowledge-grounded RAG systems, and workflow-integrated copilots—not demos. Production reliability, data privacy, and measurable outcomes for support, marketing, and operations.
Build your AI product with usWhat we build
- LLM agents for customer support, marketing, and internal operations—with guardrails, evals, and observability.
- Knowledge-grounded RAG systems: chunking, retrieval quality, access control, and citation-ready answers.
- AI copilots embedded in CRM, ticketing, and ERP workflows so teams work faster without losing context.
- Orchestration and tool use: secure APIs, human-in-the-loop, and audit trails for regulated environments.
How we deliver value
- Scalable architecture: separation of retrieval, reasoning, and action layers so you can evolve models without rewriting everything.
- Data privacy by design: tenancy, PII handling, and deployment options that match your security review.
- Production reliability: regression tests, monitoring, and rollback paths—not “80% in the demo, broken in prod.”
- Acceleration from PoC to production: narrow scope, clear KPIs, then harden—so you reach launch with evidence, not hope.
Tech stack & tools
OpenAIAnthropicLangChainPineconeWeaviatepgvectorAWS SageMakerFastAPINext.js
Case studies
Production work across AI, SaaS, fintech, and operations.
Looking for an AI product consultancy that ships? Silicon Tech Solutions helps teams with enterprise LLM integration, custom AI agent builders, and RAG pipeline engineering—so generative AI becomes a product advantage, not a slide deck. Whether you need LLM application development services or end-to-end AI automation consulting, we align engineering with your compliance and uptime requirements.