Siphtor
The AI Native Big Data platform
Details
- External ID
- 1255781
- Source
- PH
- Company
- —
- Product
- Skriptor
- Website domain
- producthunt.com
- Launched
- Sept. 23, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.7405388069275176
- Tags
- Productivity, Fintech, Artificial Intelligence
- Fetched at
- Sept. 24, 2026, 2:40 a.m.
- Updated at
- Sept. 24, 2026, 2:40 a.m.
Description
The AI native big data platform with a proprietary data engine to help you get insights into data and limit token usage. Automating data linked output from research and investment reports to media content. Our enterprise offering can work in your cloud with our data engine to help you better understand your data.
Enrichment
- Theme
- AI agents for business operations
- Vertical
- Horizontal
- Function
- Data infrastructure
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- big data platform for data teams
- Manually corrected
- False
Could you build this?
Partial Building the UI and simple API connectors to public data like FRED or World Bank is easy, but creating an enterprise big-data engine that handles massive economic series ingest, high-speed unified queries, and dynamic automated reporting is non-trivial.
What it would actually take: A viable stack involves a data pipeline orchestrator (e.g., Dagster/Temporal) pulling from dozens of economic APIs into a columnar analytical database like DuckDB, ClickHouse, or Snowflake. The challenging components are normalising disparate time-series schemas across global economic and financial feeds, caching layers to mitigate LLM token usage over large tabular data, and executing accurate natural-language-to-SQL/time-series queries reliably. This requires data engineering expertise in macroeconomic datasets, distributed analytics, and robust NL-to-query validation pipelines.
Competitors
Other products that read as similar to this one — 55 launches clear the similarity bar, closest 8 shown.
Attention rank: #12 of 56 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- Nowadays AI: AI-Native Platform for Corporate Meetings & Events · yc · 2026-06-16 · 6 upvotes · similarity 0.39
- KelAI - Autonomous AI research engine for hedge funds · yc · 2026-05-27 · 43 upvotes · similarity 0.39
- Ekpa: AI-Native Investment Platform for Everyday Traders · yc · 2026-07-09 · 17 upvotes · similarity 0.38
- We built an AI tool for working with massive LLM chat log datasets · hn · 2025-11-19 · 16 upvotes · similarity 0.38
- Ooak Data: Turn internal company data into a training ground where AI agents can be trained on real work · yc · 2026-08-14 · 26 upvotes · similarity 0.38
- Sipp · hn · 2026-06-24 · 5 upvotes · similarity 0.37
- Wealor : The AI Native platform for wealth managers · yc · 2026-05-29 · 25 upvotes · similarity 0.37
- Actian VectorAI DB · ph · 2026-04-28 · 203 upvotes · similarity 0.36
Other launches for this product
Same idea, different domain
Nobody's really built a data infrastructure tool for Media & entertainment yet.