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GraphMojo Beta
Native Vector Engine · Zero Java/Tomcat · 100% Data Sovereignty

Enterprise BI without the cloud tax, engineered for pure speed.

Deploy as a single native binary on your private hardware. Ingest multi-gigabyte datasets, run vectorized in-process OLAP aggregations at native speed, and let local AI generate interactive hardware-accelerated dashboards in seconds.

Download Native Binary Explore Architecture
$ curl -fsSL https://get.graphmojo.com | sh
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Also available for: Windows (.exe) · Linux (systemd) · Docker Container
Vector Core Active Aggregated in 11.4 ms
Segment:
Period: Q3 2026 Live Sync
Gross Metric Value
$4,819,250
+18.4% vs last period
Scanned Rows
4,281,900
100% In-Process Memory
Egress Cost
$0.00
Air-Gapped Private
AI Layout Recommender
12-Col Grid
9 Widgets Synthesized

Vectorized Ingestion & Processing Throughput

Aggregated across 24 hourly buckets with sub-second cross-filtering

Live Volume Query Baseline
00:00 UTC 04:00 08:00 12:00 16:00 20:00 23:59 UTC
Heuristic Cleaning Diff: Stripped 4,120 blank rows · Imputed 142 missing metrics to 0 · Standardized 3 date formats to ISO 8601
Auto-Verified Clean

Seamless native connectivity across enterprise data pipelines

PostgreSQL
MySQL
MSSQL Server
Apache Parquet
Apache Arrow
Excel & Sheets
CSV & Delimited
REST & Webhooks
01 / Execution Engine

Sub-second query speed on 10M+ rows. Zero cluster tax.

Traditional BI forces your data across remote network boundaries to expensive cloud warehouses. GraphMojo embeds a vectorized in-process columnar engine directly inside its native binary.

Calculations execute using SIMD vector pipelines directly on your host CPU. Group-bys, window functions, and multi-metric aggregations resolve in milliseconds without memory exhaustion or out-of-core crashes.

  • Zero external JVM / Tomcat: Starts instantaneously with a tiny memory footprint.
  • Out-of-Core Spillover: Safely runs queries larger than your RAM without crashing the host OS.
  • Direct Parquet, CSV, & Local DB Read: No tedious database migrations required.
Inspect latency benchmarks

Query Aggregation Benchmark

Aggregating 5,000,000 transactions with 4 group-bys

Lower is faster
GraphMojo (Native Vector Core) 11.4 ms
Cloud Data Warehouse + Remote BI 840.0 ms
Legacy Java / Tomcat BI Server 3,250.0 ms
Tested on standard 8-core x86_64 host 73x faster turnaround
Step 1: Heuristic Cleaning & Transformation Review
Live Diff
Rule Raw Value Normalized Output Status
Blank Rows [Null, Null, Null] Row Purged Passed
Missing Metric NaN / null 0.00 (Imputed) Cleaned
Timestamp Norm 09/18/2026 03:27 2026-09-18T03:27:00Z ISO 8601
Category Dedupe "Enterprise " "Enterprise" (Trimmed) Cleaned
Step 2: AI Visualization Skeleton Synthesis 12-Column Layout Engine
02 / Data Onboarding

From dirty spreadsheets to live executive views in 2 clicks.

Forget spending hours writing ETL scripts or wrestling with dashboard layout editors. GraphMojo introduces an automated 2-step onboarding pipeline that runs entirely on your machine without leaking data to public LLM APIs.

The local heuristic profiler identifies anomalies, normalizes messy schemas, and recommends an optimal 12-column responsive layout based on column cardinality and statistical variance.

  • Real-Time Change Diff: Inspect exactly what changed before committing any data to storage.
  • Multi-Widget Cross-Filtering: Clicking any chart slice dynamically refines all neighboring charts.
  • Automated Narrative Insights: Plain-English summaries of metric distributions, spikes, and anomalies.
Under The Hood

Engineered for engineers who value precision.

Built from scratch with a compiled systems architecture, vectorized columnar core, and hardware-accelerated canvas. No bloated runtime environments, no third-party tracking scripts.

Vectorized Columnar OLAP

Our in-process vectorized engine executes analytical queries directly in memory. Scan millions of rows in milliseconds using CPU SIMD parallelism with zero network transit latency.

SIMD Vectorized Engine

Air-Gapped Data Sovereignty

Verify license authenticity offline via asymmetric cryptographic digital signatures. Zero telemetry, zero external phone-home dependencies, and absolute isolation for defense and healthcare networks.

Asymmetric Cryptographic Guard

Hardware-Accelerated WebGL Visuals

Hardware-accelerated charts render 100,000+ points smoothly. Click any bar, segment, or time bucket to dynamically re-aggregate all other charts simultaneously.

Canvas / WebGL Accelerated

Atomic WAL State Store

Atomic Write-Ahead Logging (WAL) ensures corruption-free multi-threaded access. RBAC roles, user credential hashes, and database connection strings are encrypted with AES-256-GCM.

AES-256-GCM State Store

Single Native Executable

Shipped as a clean modular binary (`graphmojo.exe` or Linux binary). Runs as a native background service (Windows Service, systemd, macOS launchd) with zero runtime dependencies.

Windows · Linux · macOS

Instant Tokenized Sharing

Share dashboards across your organization with secure, read-only tokenized URLs. Set expiration dates, revoke access with one click, or embed dashboards into internal portals via iframes.

Role-Based Token Access
< 15 ms
Vectorized Query Latency
In-Memory Vector Execution
100%
Data Sovereignty
Air-Gapped & On-Premise
$0.00
Cloud Data Egress Fees
Zero Per-Query Tax
60 sec
Time to First Dashboard
Automated 2-Step Setup
Documentation & FAQ

Frequently asked questions.

Everything you need to know about deployment, performance, and air-gapped licensing.

GraphMojo embeds a vectorized analytical engine directly into its native compiled binary. Instead of sending queries over high-latency networks to a cloud warehouse, queries execute in-process using vectorized columnar SIMD instructions directly against host memory and disk cache. This eliminates network roundtrips, serialization penalties, and expensive cluster provisioning.
Yes. GraphMojo was architected specifically for strict compliance environments. In air-gapped mode, license validation is performed locally using asymmetric cryptographic signature verification against a local `license.txt` file. The platform includes monotonic timestamp validation to prevent system clock tampering, requiring zero internet connectivity.
Out of the box, GraphMojo ingests CSV/TSV files, Excel spreadsheets (`.xlsx`, `.xls`), local structured database files (`.db`), raw clipboard data, and Apache Parquet files. In Team and Enterprise tiers, direct encrypted SQL connections to PostgreSQL, MySQL, and Microsoft SQL Server are supported for automated scheduled syncing.
The layout engine runs entirely local statistical heuristics within GraphMojo's native AI subsystem. It evaluates schema types, distribution skew, uniqueness cardinalities, and time-series densities without sending row contents to cloud LLM providers. It recommends widget mappings (KPI cards, trend lines, donut breakdowns) deterministically and safely.
None. GraphMojo is compiled to a pure native binary with zero Java or runtime interpreter dependencies. Its embedded high-throughput asynchronous server handles REST/WebSocket APIs and static assets directly from memory. You can run it as an ordinary binary, install it as a Windows Service, run it via Linux `systemd`, or deploy a single Docker container.
Unlike cloud BI vendors that meter compute hours, row counts, and data transfer fees, GraphMojo charges a flat, predictable monthly or annual subscription. You can execute unlimited queries, scan petabytes of data, and generate hundreds of dashboards on your hardware without surprise overage bills.
Ready for Immediate Deployment

Take back control of your business intelligence today.

Download the standalone native executable or register it as a background service in under 60 seconds. Experience sub-second analytics with zero cloud egress taxes.

Download Community Binary Explore Architecture & FAQ
Zero external dependencies 100% Air-Gapped Capable No credit card required