Data Platform · AI Knowledge Base · Automation API

BUSINESS DATA AT SCALE

Edgeshub delivers structured API access, versioned datasets, intelligence reports, and a RAG-powered Knowledge Base API — built for teams that cannot afford data gaps.

3x Delivery Formats
99% Uptime SLA
PII De-identified

Four Delivery Modes

Data platform and AI-powered products sharing the same infrastructure. Choose the access model that fits your stack.

01
REST / JSON / Real-time

Analytics API

Programmatic access to live and historical metrics via standard REST endpoints. Integrate directly into your product, dashboard, or internal toolchain with full versioned schema support.

RESTful endpoints with versioning & changelog
High-frequency data updates, up to real-time
JSON & CSV batch export formats
Transparent rate limiting with usage dashboard
OpenAPI / Swagger documentation included
02
📦
CSV / JSON / Parquet

Data Products

Scheduled bulk exports with versioned schemas for ML pipelines and data science teams.

Multi-format
Daily / Weekly batch
Schema versioning
Historical archive
03
📑
PDF / Scheduled / On-demand

Intelligence Reports

Fixed-scope analysis with full methodology docs — for compliance, audits, and executive briefings.

Risk & anomaly detection
Cross-source integration
Audit traceability
On-demand or monthly
NEW AI-POWERED RAG · VECTOR SEARCH

Knowledge Base API

Upload your documents, connect your data sources, and expose a production-ready RAG API endpoint. Instant semantic search and context-aware responses — no ML infrastructure required.

Upload PDF, DOCX, TXT, HTML — automatic chunking & indexing
Vector search with semantic similarity ranking
REST API endpoint — integrate into any product in minutes
Per-tenant isolation — each knowledge base is fully private
Usage metrics and query logging via dashboard
¥22,000/mo — starter plan
View AI KB Plans →
Request Flow
User Query Embedding Vector Search
Context Retrieval LLM Synthesis JSON Response
Example Response
{
  "answer": "...",
  "sources": [{"doc":"...", "score":0.94}],
  "query_id": "eq_xxxxxxx",
  "latency_ms": 142
}

Access Plans

Subscribe instantly. API keys delivered automatically after checkout.

Monthly
Annual Save 20%
Starter
For individual developers
¥22,000/mo
≈ NTD 5,000 / USD 145
  • 50,000 API requests / month
  • Basic analytics endpoints
  • Standard update frequency
  • JSON output format
  • Email support (standard)
RECOMMENDED
Pro
For growing teams
¥44,800/mo
≈ NTD 10,000 / USD 295
  • 500,000 API requests / month
  • Advanced queries & filtering
  • High-frequency data updates
  • JSON + CSV batch export
  • Priority email support
Business
For enterprise volume
¥68,000/mo
≈ NTD 15,000 / USD 450
  • 2,000,000 API requests / month
  • Full endpoint access
  • Versioned API & changelog
  • Usage metrics dashboard
  • Integration documentation
Datasets & Reports

One-time exports from ¥14,000 · Monthly datasets from ¥44,800 · Reports from ¥44,800

Knowledge Base Plans

Upload documents, expose a RAG API endpoint. Subscribe and start querying within minutes.

Monthly
Annual Save 20%
Starter
For individuals & small teams
¥22,000/mo
≈ NTD 5,000 / USD 145
  • 1 Knowledge Base
  • 50,000 queries / month
  • 500 MB document storage
  • REST API access
  • Email support (standard)
RECOMMENDED
Pro
For growing products
¥44,800/mo
≈ NTD 10,000 / USD 295
  • 5 Knowledge Bases
  • 500,000 queries / month
  • 5 GB document storage
  • Advanced retrieval & re-ranking
  • Priority email support
Business
For enterprise deployments
¥68,000/mo
≈ NTD 15,000 / USD 450
  • Unlimited Knowledge Bases
  • 2,000,000 queries / month
  • 50 GB document storage
  • Custom embedding models
  • Integration documentation

Built for Real Workflows

01
System Monitoring
02
Benchmarking
03
ML Pipelines
04
Event Tracing
05
Trend Intelligence
06
Compliance Audit
01 — System Monitoring

Infrastructure Stability Tracking

Track stability patterns across infrastructure metrics over extended time windows. Identify degradation trends before they become incidents.

Server LogsTime-SeriesAPI Access
01
02 — Benchmarking

Market Signal Comparison

Compare your signals against historical market baselines and peer-group datasets. Understand your relative position with traceable data.

Historical DataDatasetsReports
02
03 — ML Pipelines

Structured Data for Model Training

Versioned dataset exports ready for direct ingestion into model training workflows. Schema stability guaranteed across delivery cycles.

ParquetSchema VersioningBatch Export
03
04 — Event Tracing

Retrospective Log Analysis

Tie log events to specific incident timelines. Query historical windows and export structured findings for post-mortems.

Log AccessTime WindowsExport
04
05 — Trend Intelligence

Long-Horizon Signal Aggregation

Aggregate signal velocity and volume over extended horizons. Surface emerging patterns for strategic planning and board-level reporting.

AggregationReportsScheduled
05
06 — Compliance Audit

Verifiable Data for Regulatory Review

Schema-validated, timestamped outputs with full audit traceability. Structured for regulatory submission and internal compliance review.

Audit TrailMethodology DocsPDF
06

Transparent Pipeline

Every data point moves through a documented, auditable pipeline. No black boxes. PII de-identified at source.

01
Ingestion

Continuous collection from authorized business signals, server logs, and public data sources.

Server Logs Business Signals Public Data
02
Processing

Normalization, PII removal, deduplication, and metric computation at pipeline scale.

Normalization Anonymization Aggregation
03
Storage

Time-series database for hot queries, cold archive for historical access. 12-month retention.

Time-Series DB Cold Archive
04
Delivery

Output via REST API, structured dataset files, or scheduled PDF reports. Versioned always.

REST API Parquet / JSON PDF Report

About Edgeshub

We are an infrastructure-first technology team building auditable, high-reliability data pipelines for organizations that cannot afford data gaps.

Our platform is a dependency — something your team builds on top of. We focus on delivery quality, schema stability, and documentation. We do not provide consulting or managed operations.

Transparent
Clear schema definitions, documented pipelines, and auditable outputs at every step.
Traceable
Every dataset versioned with generation timestamps and schema change logs.
Scalable
From ¥14,000 one-time exports to 2M API request/month enterprise plans.
Private
PII hashed or removed before storage. De-identification applied at pipeline level by default.

Ready to Get Started?

Subscribe instantly. API keys delivered automatically after checkout. Dataset and report orders confirmed within 1 business day.