FutureSmart AI
FutureSmart AI builds custom generative AI solutions and operates the AI Demos testing platform. · Business services
How they use Tavily
FutureSmart AI operates AI Demos, where its team tested Tavily's web search API on a fixed set of 52 queries across basic and advanced modes. The run reported zero errors. Supporting pages usually appeared among the results for answerable queries, though top-three placement was weaker: 31.9% for basic and 27.7% for advanced.
The review found that Tavily returned useful page text. In one test, advanced preserved all five GDPR Article 17(3) exceptions in the returned content. The team reported deeper extraction with advanced, alongside slower responses and higher measured cost.
In its LangGraph agent tutorial, FutureSmart AI says it generally uses TavilySearch for quick and accurate web results. The tutorial integrates TavilySearchResults as a web search tool alongside RAG and natural-language SQL tools.
Sources
2 sourcesHow to Build a Custom AI Agent Using LangGraph with RAG, NL2SQL and Web Search Calendar Clock
14 Oct 2026 · futuresmart.ai · Web page
FutureSmart AI states that it generally uses TavilySearch for quick and accurate web results. Its LangGraph tutorial integrates TavilySearchResults as the agent's web search tool alongside RAG and natural-language SQL tools.
Open original sourceCompany context
futuresmart.aiFutureSmart AI develops custom generative AI software for businesses and startups. Its work includes assistants that answer questions using company documents, agents that query databases in everyday language, AI-powered search, document processing and workflow automation. Its productized services include the FutureSmart RAG Agent and FutureSmart Database Agent. The company describes projects for customers in e-commerce, healthcare, finance and HR, including customer-support automation for jewelry retailer Glamira and appointment-confirmation tools for Abby Clinic.
FutureSmart AIRecent updates
2 updatesFutureSmart AI opens Database Agent for beta testing
A FutureSmart AI employee announced beta testing of Database Agent. It converts plain-language questions into read-only SQL queries for PostgreSQL or MySQL and displays the results, charts, and generated SQL.
Mohan Vishe on LinkedInFutureSmart AI opens Document Intelligence for beta testing
A FutureSmart AI employee announced beta testing of Document Intelligence. The tool extracts fields from documents into a searchable table, answers questions with source citations, and exports results to CSV.
Mohan Vishe on LinkedIn