What We Build at Ficiali — AI Web Apps, Agents & Automation for Modern Businesses
Who we are
Ficiali is a specialized AI development agency. We build production-grade AI web apps, intelligent agents, and automation systems for businesses that want to move fast without cutting corners.
We are not a general software house that dabbles in AI. Every project we take on is AI-native — designed from the ground up around large language models, multi-agent orchestration, and modern AI infrastructure.
What we build
AI Agents — Sales, Support, Voice & Recruitment
We build custom AI agents tailored to your business function. Whether you need a sales agent that qualifies leads, a support agent that resolves tickets, a voice bot that conducts outbound calls, or a recruitment agent that screens candidates automatically — we design, build, and deploy it.
- Automated outbound calling bots for sales and lead generation
- Recruitment screening automation with auto call interviews
- Property AI automation and outbound calling agents
- Customer support agents with memory and escalation logic
RAG Chatbots & Document Q&A
We build Retrieval-Augmented Generation (RAG) systems that let your team — or your customers — ask questions in plain English and get accurate answers from your own data.
- AI Q&A trained on your documents, PDFs, videos, and images
- Internal knowledge bases for teams
- Customer-facing chatbots trained on your product and support content
- Multimodal search across text, tables, and visual content
Multi-Agent Systems & Automation Pipelines
For complex workflows that go beyond a single agent, we architect multi-agent systems using LangGraph. Each agent has a focused role; an orchestrator coordinates them. The result is a system that handles long, multi-step tasks reliably and at scale.
- Data pipelines with extract, transform, validate, and load agents
- Complex automation workflows across multiple tools and APIs
- Agentic coding pipelines using Claude Code
- Supervisor + worker agent patterns for parallel task execution
AI SaaS Products & Web Apps
We build full-stack AI-powered SaaS products and internal tools from end to end — architecture, backend, frontend, deployment, and documentation.
- AI-powered dashboards and internal platforms
- SaaS tools with LLM features built into the core product
- Data Q&A interfaces over SQL, NoSQL, and document sources
- CRM integrations with LLMs (Salesforce, HubSpot, and custom)
Accounting & Platform AI Integrations
We have trained AI on major accounting and business platforms, enabling natural language interaction with financial data.
- Xero, QuickBooks, and FreshBooks integrations with LLMs
- Financial data Q&A and automated reporting
- 3rd-party CRM and ERP integrations with AI reasoning layers
Our tech stack
AI & LLMs
- Claude Fable 5, Sonnet, Haiku (Anthropic) via API and Claude Code
- ChatGPT / GPT-4o, Gemini, Grok, Azure OpenAI
Orchestration & Agents
- LangGraph, LangChain, MCP Protocol, A2A
Search & Vector Memory
- Azure AI Search — Semantic, Hybrid, Vector, Full-text, Multimodal
- Pinecone, Chroma, pgvector, Azure AI Search
Frontend
- React, Next.js, Angular, Svelte
Backend
- FastAPI, Django, DRF, Express, .NET
Cloud
- Azure AI, Azure OpenAI, AWS, GCP
Why Ficiali
30+ AI projects delivered across web apps, agents, and automation systems.
Specialists, not generalists. We work exclusively on AI projects. Our team lives and breathes Claude API, LangGraph multi-agent architecture, and Azure AI.
We build what we write about. Our vibe coding blog documents the exact tools, patterns, and architectures we use in production. No fluff — just proof of work.
Quality first. Fair rates. No outsourcing. Every project is handled in-house. We do not hand off work or cut corners to hit a deadline.
How we work
01 — Discovery We start by understanding your use case, goals, data sources, and constraints. No assumptions, no templates.
02 — Architecture Before writing a single line of code, we plan the system — which agents, which models, how data flows, and what the stack looks like.
03 — Build We develop using vibe coding with Claude — fast, structured, and reviewed at every step. You get progress updates, not silence.
04 — Handoff Clean, documented, production-ready codebase. Full deployment support and post-delivery assistance included.
Let's work together
Have a use case in mind? Send us a message describing your project and we will come back with a relevant demo or proof of concept.
No commitment required. Just a conversation.
Enjoyed this article? Let's work together.
Contact Ficiali