AI Solutions & Automation

Areas: GenAI, ML, Automation

Engagement: Discovery · PoC · Production

Focus: RAG, Chatbots, Vision, NLP

We design and deploy practical AI solutions to automate workflows, augment teams, and unlock new product experiences. From GenAI copilots and RAG chatbots to classical machine learning and computer vision, we deliver measurable outcomes with safety and reliability.

Capabilities include LLM integration, retrieval‑augmented generation (RAG), prompt engineering and guardrails, fine‑tuning, document understanding, semantic search, forecasting/classification, and vision pipelines. We build end‑to‑end systems with data pipelines, APIs, and MLOps.

blog-details

Webiancy delivered a secure RAG chatbot over our knowledge base in 6 weeks; ticket resolution time dropped by 41% and CSAT improved.

“VP Support, Enterprise SaaS”

What we build: AI copilots for support/sales/ops, secure enterprise chatbots, knowledge search, document processing, content generation with review gates, vision detection, and forecasting models. We integrate with your apps through REST/GraphQL, events, or workflow tools.

Tech stack: OpenAI/Anthropic/Azure OpenAI; Hugging Face; LangChain/LlamaIndex; Python (FastAPI), Node.js; PyTorch/TensorFlow; PostgreSQL/pgvector, Pinecone, Weaviate; Redis; Docker/Kubernetes; GitHub Actions; monitoring and evals.

Deliverables

  • Working prototypes and production services with documentation
  • Evaluated prompts/models with guardrails and safety checks
  • Data pipelines, embeddings, and retrieval indexes
  • Observability: metrics, feedback loops, and dashboards

Process

  • Discover: use‑cases, risks, success metrics
  • Design: data, architecture, evaluation plan
  • Build: models/prompts, integrations, iterative testing
  • Deploy: hardening, governance, continuous improvement