For Researchers & Academics

Triage 50 papers. Read the 5 that matter.

Evidence summaries that tell you what the data supports, how strong it is, and what the limitations are — so you can decide which papers deserve a deep read. Optional audio for the commute.

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The Literature Triage Problem

Your search returns 400 results. You have two hours before the lab meeting. Reading each abstract tells you the topic but not whether the methodology holds up. Full reads take 30-60 minutes per paper.

You need a middle layer: something faster than reading the full paper but more rigorous than scanning the abstract. Something that tells you the study design, the confidence level, and whether the claims match the evidence — before you invest your time.

Generic AI summaries are fast but unreliable. They flatten nuance, conflate association with causation, and give you no signal about evidence quality. You still have to read the paper to check the summary.

A 5-minute evidence summary with scoring lets you triage 10 papers per hour — with enough methodological detail to decide which deserve a full read. Listen to it on the commute when reading isn't an option.

How Ordestra Helps

Confidence Pulse Scoring

Every paper is assessed across 6 dimensions: statistical rigour, sample representativeness, design quality, transparency, evidence context, and applicability. You see the overall score before you listen.

Association vs Causation

Study design determines claim language. An observational study says "associated with", not "caused by". These boundaries are enforced by the system, not left to the AI to decide.

Library with Retention

Build a personal library of summarised papers. Search, filter, and revisit. Plus tier retains for 90 days — enough to cover a full systematic review cycle.

Hear It

Listen to an evidence-constrained summary. Notice how claim language matches the study design and limitations are surfaced, not hidden.

Nutrition therapy & survival in head and neck cancer

Belak et al., Frontiers in Oncology, 2025 · 90s preview

0:000:00

Study Design Drives Claim Language

Ordestra detects the study design from the paper and selects the appropriate claim template. A randomised controlled trial supports “X caused Y”. An observational study supports “X was associated with Y”. This is deterministic — the AI works within these boundaries, not around them. It's the same evidence discipline you apply when reading papers yourself, built into the system.

Ready to start?

Plus gives you 25 credits/month, 10-minute summaries, advanced settings, script editing, and playlists — ideal for regular literature triage.

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3 free credits. No card required.

Generate your first evidence-constrained summary in under two minutes.

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