import React from 'react'; import { motion } from 'framer-motion'; import { AlertCircle, Zap, ShieldCheck, Clock } from 'lucide-react'; const ProblemSolution = () => { return (

The Data Science Bottleneck

Modern data science is 80% manual labor. Cleaning messy datasets, engineering features, and tuning models takes weeks of repetitive effort. Mistakes are costly, and scaling insights is slow.

    {[ { icon: AlertCircle, text: "Error-prone manual data preprocessing", color: "text-rose-400" }, { icon: Clock, text: "Days spent on hyperparameter tuning", color: "text-rose-400" }, { icon: AlertCircle, text: "Disconnected silos of code and insights", color: "text-rose-400" }, ].map((item, i) => (
  • {item.text}
  • ))}

The Autonomous Solution

DATA SCIENCE AGENT automates the entire lifecycle. From raw CSV to production-ready models and interactive dashboards, our agent uses 82+ specialized tools to deliver precision at scale.

    {[ { icon: Zap, text: "Instant feature engineering and selection", color: "text-indigo-400" }, { icon: ShieldCheck, text: "Automated error recovery and re-training", color: "text-indigo-400" }, { icon: Zap, text: "Explainable AI (XAI) reports by default", color: "text-indigo-400" }, ].map((item, i) => (
  • {item.text}
  • ))}
); }; export default ProblemSolution;