Don't just search for answers. Build the evidence for them.
A single search rarely tells the whole story.
Complex questions require multiple searches, source inspection, cross-checking facts, and finding the missing pieces that make an answer possible.
Pramaan is yukti's research agent, built to investigate complex questions by combining Anvesh's search capabilities with Tarka's evidence selection.
It searches, follows promising leads, and assembles a structured, source-backed evidence packet for downstream reasoning.
01 · Research
Research is more than retrieval.
Finding relevant documents is only the beginning. The real work is discovering what matters, identifying gaps, and gathering enough evidence to address the question.
Pramaan brings the pieces together.
- 01
Investigate.
Break complex questions into smaller research tasks and follow promising leads.
- 02
Search with Anvesh.
Retrieve relevant information across available sources.
- 03
Select with Tarka.
Turn retrieved results into focused evidence sets, without relying solely on a fixed top-k cutoff.
- 04
Assemble.
Bring the evidence together with source references for downstream analysis and reasoning.
02 · The stack
Built on the yukti stack.
- Question
- Anveshfinds
- Tarkaselects
- Evidencepacket
- Answer
- 1
Anvesh finds.
Search for relevant information across sources.
- 2
Tarka selects.
Identify the evidence that matters from the retrieved candidates.
- 3
Pramaan investigates.
Repeat the process as needed, explore new leads, and assemble evidence across the investigation.
- 4
Your system reasons.
Use the resulting evidence packet to answer questions or produce analysis.
Pramaan combines search and evidence selection into a research workflow, rather than treating a single ranked list as the finished product.
03 · Use
Built for knowledge-intensive work.
Pramaan is designed for research agents, company intelligence, analytical workflows and AI systems that need evidence-backed findings rather than a quick lookup.
The goal is to make complex investigations more systematic, with better evidence for the models that reason over it.
- Research agents01
- Company intelligence02
- Analytical workflows03
- AI systems04
Benchmarks
Benchmarks coming soon.
We're preparing evaluations to measure Pramaan's research and evidence-gathering capabilities. Benchmark results and methodology will be shared as they become available.
Resultsnot yet published
- Research qualitypending
- Evidence coveragepending
- Efficiencypending
Early access
Get early access.
Pramaan is coming soon. Join the waitlist for benchmark results, launch updates and early access.
Pramaan by yukti
Search deeper. Build better evidence.