Sign in once. Siftree reads your records and reacts to new events as they happen.
List Generations
List your documentation generations with optional filtering. No Docuwriter credit cost.
Act
Take action in DocuWriter.ai
Agents update records and send messages for you, automatically, as drafts, or after you approve.
Generate Code Documentation
Generate AI-powered documentation for a source code file. Consumes 1 Docuwriter credit. Requires workflow timeout of 5+ minutes for large files.
Generate Code Optimization
Generate optimization suggestions and improved code for a source file. Consumes 1 Docuwriter credit. Requires workflow timeout of 5+ minutes for large files.
Generate Code Tests
Generate unit or integration tests for a source code file. Consumes 1 Docuwriter credit. Requires workflow timeout of 5+ minutes for large files.
Generate Swagger/OpenAPI Spec
Generate an OpenAPI/Swagger specification from source code. Consumes 1 credit per call. Requires workflow timeout of 5+ minutes for large files.
Generate UML Diagram
Generate a UML diagram from source code using Mermaid syntax. Consumes 1 Docuwriter credit. Requires workflow timeout of 5+ minutes for large files.
Siftree is an AI platform that sales, CX, marketing, product, and strategy teams use to find, win, and keep customers.
Siftree connects calls, tickets, reviews, social, documents, video, and the systems you already use — then builds pipelines, datasets, tools, and cited insights your team and agents can operate on. Long-horizon agents keep building after you walk away.
- Describe what you need in plain language; Siftree builds pipelines, structures the data, and routes models for language, vision, audio, transcription, classification, and enrichment.
- Operate on datasets, tools, reports, and cited insights. You define the rules — what counts, how it's scored, what gets labeled.
- Marketplace: 14,824 sources across 4,169 apps and websites as of October 2026, plus any public website. Search, choose a source, and create an analysis-ready dataset without scraper maintenance.
- Native connectors for help desks, CRMs, and call recorders, plus upload and API. Audio and video are transcribed and labeled with everything else.
- Runs on a schedule or a trigger, and alerts your team in Slack when a threshold is crossed.
- Acts in your systems: writes labels and fields back to the help desk or CRM, opens issues in Linear or Jira, and drafts replies and emails. Each agent runs automatically, drafts for review, or asks first, and every action is logged.
- Ask questions of your data from Claude or ChatGPT through Siftree MCP.
- Enterprise protections: continuous verification of every request, encryption in storage and transit, privilege and identity governance, immutable activity logs.
- Teams use the eight products in place of separate point tools for prospecting data, support analytics, social listening, community triage, ad research, AI search visibility, research repositories, and competitive intelligence.