Tamis
Screen thousands of documents without reading them all
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This is 1 of 213 launches in book discovery and reading tools — see how it stacks up on momentum and crowding →
45 other launches read as similar to this one →
Details
- External ID
- 1260128
- Source
- PH
- Company
- —
- Product
- Tamis
- Website domain
- producthunt.com
- Launched
- Oct. 6, 2026
- Cohort
- —
- Upvotes
- 4
- Upvotes percentile
- 0.9364222095887815
- Tags
- SaaS, Legal, Health
- Fetched at
- Oct. 6, 2026, 5:01 p.m.
- Updated at
- Oct. 6, 2026, 5:01 p.m.
Description
Tamis reads every document against your brief, shows the likeliest first and learns from each decision. A random audit then proves what is left in the unread pile. For systematic reviews, drug safety monitoring and contract due diligence.
Enrichment
- Niche
- book discovery and reading tools
- Vertical
- Horizontal
- Function
- Search & retrieval
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- document screening tool for large file batches
- Manually corrected
- False
Could you build this?
Partial Implementing an active-learning document triage pipeline with rigorous statistical audit guarantees requires specialized knowledge of active learning algorithms and systematic review validation protocols.
What it would actually take: A production version requires an active learning loop combining text embeddings with continuous classifier updating (e.g., CAL/continuous active learning models like FastPencil or Auto-TAR) alongside hypergeometric distribution sampling to calculate statistical recall confidence bounds. The backend needs asynchronous batch processing queues (Celery/FastAPI) and strict audit-trail data pipelines designed for regulatory/clinical compliance.
Competitors
Other products that read as similar to this one — 45 launches clear the similarity bar, closest 8 shown.
Attention rank: #3 of 46 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 274 days after the earliest competitor.
- ReadingScan · ph · 2026-09-20 · 1 upvotes · similarity 0.36
- Proof of Audits · ph · 2026-09-14 · 2 upvotes · similarity 0.36
- ReadMini · ph · 2026-10-03 · 1 upvotes · similarity 0.36
- Batesly · ph · 2026-09-21 · 1 upvotes · similarity 0.35
- Ordono · ph · 2026-10-05 · 1 upvotes · similarity 0.35
- Mirent · Every document, out loud · ph · 2026-09-26 · 2 upvotes · similarity 0.35
- Duratum · ph · 2026-09-12 · 1 upvotes · similarity 0.35
- Meraky: Reading Journal · ph · 2026-09-12 · 1 upvotes · similarity 0.35
Other launches for this product
- No other launches for this product.