From scattered knowledge to source-grounded artifacts
Smaran connects your docs, repos, and research so AI answers and drafts stay grounded with citations. No more generic output.
Why trust this output?
Every answer and artifact is grounded in your workspace context.
Ingest sources
Connect repos, docs, PDFs, and links. Smaran chunks and indexes them.
Input: GitHub repo, design doc, research PDF
Output: Searchable source library
Ask with citations
Chat retrieves relevant chunks. Every answer includes citations to sources.
Input: "What's our API auth approach?"
Output: Answer + source links
Ship artifacts
Draft and iterate docs, PRDs, and briefs with AI insertion and edit history.
Input: Source context + chat insights
Output: Polished artifact
How it works
Three steps from scattered sources to finished artifacts.
Connect sources
Add repos, docs, PDFs, and links to your workspace. Smaran indexes and chunks them.
Ask over context
Chat with AI that retrieves from your sources. Every answer includes citations.
Ship artifacts
Draft and refine docs using chat insights. Track changes and iterate with AI.
How to use Smaran
Real workflows from product, engineering, and research teams.
Build a PRD from sources
For product managers
Turn strategy docs, old PRDs, and repo context into structured requirements with citations.
Create release notes fast
For engineering teams
Synthesize changelog, PR summaries, and bug fixes into customer-facing notes.
Synthesize research briefs
For researchers
Create findings, themes, and recommendations from interview transcripts and notes.
Built for your workflow
Source management, chat retrieval, artifact editing, and team memory.
Product & Engineering
- • Draft PRDs from strategy docs and repo context
- • Generate release notes from merged PRs
- • Build implementation specs with citations
Research & Strategy
- • Synthesize research from interview transcripts
- • Create competitive analysis with evidence
- • Draft briefs with confidence levels per finding
Team Knowledge
- • Build onboarding packs from team docs
- • Document decisions with rationale
- • Create stakeholder updates fast
Get early access
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