AI & Intelligence
research
AI-powered research agents that analyze data, synthesize insights, and discover patterns autonomously
research
AI Agents That Research Autonomously
Overview
The research primitive provides autonomous AI research agents that analyze data, synthesize insights, and discover patterns without human intervention. Automate literature reviews, competitive intelligence, market research, and knowledge discovery at scale with deep semantic understanding.
SDK Usage
import { $, research } from 'sdk.do'
// Create autonomous research agent
const analyst = await research.create({
role: 'MarketAnalyst',
sources: ['academic', 'news', 'financial'],
schedule: 'daily'
})
// Analyze competitors and generate reports
await analyst.analyze.Competitors({
companies: ['competitor-a.com', 'competitor-b.com']
})Semantic Pattern
// Research Pattern: $.Research.verb.Object
await $.Research.analyze.Competitors({ companies: ['comp-a.com', 'comp-b.com'] })
await $.Research.synthesize.Report({ insights, format: 'executive-summary' })
await $.Research.search.PriorArt({ claims: patentClaims })
await $.Research.monitor.Trends({ topics: ['AI', 'blockchain'] })
await $.Research.discover.Patterns({ datasets: ['sales', 'marketing'] })
// Autonomous research workflows
const analyst = research({ role: 'MarketAnalyst', sources: ['academic', 'news'] })
analyst.every.day(async ($) => {
const insights = await $.Research.analyze.Competitors({
companies: ['competitor-a.com', 'competitor-b.com']
})
const report = await $.Research.synthesize.Report({
insights,
format: 'executive-summary'
})
await $.Email.send.Report({
to: '[email protected]',
body: report
})
})Quick Example
import { research, $ } from 'sdk.do'
// Autonomous research agent with daily intelligence
const analyst = research({
role: 'MarketAnalyst',
sources: ['academic', 'news', 'financial']
})
analyst.every.day(async ($) => {
// Analyze competitors and generate reports
const insights = await $.Research.analyze.Competitors({
companies: ['competitor-a.com', 'competitor-b.com']
})
const report = await $.Research.synthesize.Report({
insights,
format: 'executive-summary'
})
await $.Email.send.Report({
to: '[email protected]',
body: report
})
})Core Capabilities
- Autonomous Research - Agents independently search, analyze, synthesize insights, and generate reports
- Multi-Source Access - 100M+ academic papers, news archives (20+ years), financial data, patents, social media
- Quality Assurance - Multi-step verification with source credibility scoring, cross-referencing, bias detection
- Semantic Understanding - Deep comprehension of research content with context-aware analysis
- Multi-Agent Collaboration - Specialized agents coordinate on complex research projects
- Citation Management - Automatic source tracking with confidence scores for all findings
- Natural Language Queries - Research using conversational commands
- Real-Time Monitoring - Continuous tracking of research topics with alerts for new developments
Access Methods
SDK
TypeScript/JavaScript library for programmatic research
import { research } from 'sdk.do'
const analyst = await research.create({ role: 'MarketAnalyst' })
await analyst.analyze.Competitors({ companies: ['comp-a.com'] })CLI
Command-line tool for research operations
do research analyze competitors --companies competitor-a.com,competitor-b.com
do research synthesize report --insights insights.json --format executiveAPI
REST/RPC endpoints for research integration
curl -X POST https://api.do/v1/research/analyze \
-d '{"type":"competitors","companies":["comp-a.com"]}'MCP
Model Context Protocol for AI assistant integration
Research competitor "Company XYZ" and generate executive summary
Search academic papers on "neural architecture search" published after 2023