Spiralum™ | Enterprise Edge Search & Grant Intelligence

🛡️ SAMPLE DEMO DATA: Public playground is loaded exclusively with fictional demonstration organizations. Real client documents and tax returns are isolated in private enterprise indexes.

Spiralum^™

Try Spiralum in three steps (about two minutes)

You are looking at sample events from a made-up factory with ten machines. No sign-in or setup is needed.

Step 1: Ask a question

Current step

Type a topic and 'by' a field, such as 'overheat by machine'. It understands patterns like this, not any sentence.

Step 2: Narrow by a field

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These two filters are for the factory data (Step 1 buttons 1 to 4).

Step 3: Read the chart

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Visual Query Builder Interactive Filters

Match:

Presets:

0 conditions defined

⚡ Lucene Query:

Filter your data 0 / 0 rows (0%)

Fields shown: 0 • All records: 0 rows • Matching: 0 rows

Fields (click one to filter):

Loading schema columns...

Column Values

Configure Visible Table Columns

Field:

Bins:

🛡️ 1σ Zone (68%)

Model Fit:

Capacity SLA:

Moving Avg (3-period) Cumulative Total

🧪 Statistical Distribution & Empirical Playground Paste arbitrary number lists to diagnose symmetry (Mean vs Median), Mode, Empirical Rule (±1σ, ±2σ, ±3σ), and Bell Curves

Presets:

Loading distribution statistics...

💡 Click any bar or bucket to slice query results to that specific value or date range 100% of matching slice analyzed

Index Metrics catalog

Active Docs

Segments

Deleted

0 KB

Disk Size

Indexed Fields 0

Selected Fields (0)

No selected fields

Available Fields (0)

Loading fields...

field

Type: string • Density: 100%

Top Distinct Values

Category Facets Clear

No facets available yet

Sort Order

0 documents in catalog

🔒 Read-only demo

⚡ 0 ms | Best match score: 0.00

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💡 Index Management: Create indices with custom parsing configurations, manage storage, and monitor active doc counts. Any application writing to POST /api/v1/indices/{name}/docs also auto-creates indices dynamically on the fly.

🔒 Read-only demo: Index creation, data ingestion, and index deletion are disabled in demo mode. All search, filtering, and visualization features remain active.

+ Create New Index

Data Ingestion

Index raw JSON or seed sample data

Existing Indices

0 Indices

Loading index inventory...

⚙️ Configuration Manager for Ingesting Data: Define parsing rules, date format patterns, and numeric type coercion so incoming records are read correctly, with instant range queries and statistics.

Target Index

Timestamp Field Name

Timestamp Format Recognition

Text Tokenizer & Analyzer

Coerced Numeric & Metric Fields (Comma-Separated)

💡 Strips currency symbols ($, €, £), commas, and percent signs to index values as queryable DoublePoint and LongPoint numeric points for statistical aggregations.

Flatten Nested JSON Objects (e.g. user.id → user_id)

🎛️ Ingestion Normalization & Sanitization Rules

Automatically clean up fields, strip unwanted special characters, lower-case keys, and extract key-value pairs upon ingestion.

Lowercase All Field Keys (e.g. Field1 → field1) Auto-Extract Key-Value Pairs from Text (e.g. k=v or k:v)

Strip Special Characters (Fields, or * for all)

Lowercase String Values (Fields, or * for all)

🏅 Medallion Data Cleanliness Tiers & Seed Auto-Promotion

Preserve original audit logs in Bronze, enrich documents with Seed Dictionaries, and auto-promote clean parsed records into Silver search indices.

🥉 Bronze Tier (Raw Audit)

Unaltered input payloads, raw strings, immutable SHA-256 tamper-evident logs for compliance.

🥈 Silver Tier (Clean Search)

Type-cast numeric values, normalized timestamps, and joined taxonomy metadata from Seed Dictionaries.

🥇 Gold Tier (Analytics / BI)

Aggregated rollups, Visual Studio BI time-bucketed cubes, executive KPIs, and anomaly stats.

Auto-Promote Clean Records To Index

Automatically promotes normalized, type-cast records into this Silver search index.

Seed Dictionary Mappings (field:seed)

Enriches matching incoming document fields with metadata from registered Seeds.

📋 Custom Field Schema & Topic Type-Casting Rules

Explicitly coerce topic fields (e.g. field1: int, field2: string, field3: char, field1: date).

Field Name	Target Type	Action

🧪 Live Ingestion Parser Testbench

Paste a sample JSON document or log line to test how fields and data types will be parsed:

🌱 Seeds & Taxonomy Reference Tables: Upload static CSV or JSON dictionaries (e.g., project catalogs, department codes, billing rates, error code dictionaries) to enrich incoming documents on the fly. Seeds eliminate expensive search-time joins and ensure consistent faceting.

📚 Active Seeds Inventory

0 Seeds Active

Seed Name	Primary Key	Records	Format	Actions
Loading registered seeds...

➕ Upload / Register New Seed Dictionary

Supports CSV text (comma-separated with header row) or a JSON array of objects.

Seed Name *

Key Field (Primary Identifier) *

Paste CSV or JSON Data 📁 Load from File

Seeds you register belong to your organization only. Seeds marked (shared) come from the platform: you can look keys up in them and use them.

⚡ Live Lookup Sandbox

Test resolution of a primary key against cached dictionaries in sub-milliseconds:

Target Seed

Test Key

Enter a seed key above and click Resolve Key...

Seed Records

Runs deep structural verification across FTS/Lucene inverted index tables, document source JSON, and SHA-256 cryptographic hashes.

Click 'Run Diagnostic Sweep' to inspect all indices.

Your name, email address and password are changed in one place, the Profile dialog. It is the same one the account button in the page header opens.

Machine API keys allow autonomous scripts, data pipelines, and CLI clients to authenticate securely without interactive credentials.

✓ Copied to clipboard!

curl -H "Authorization: Bearer stretchy_ak_..." http://localhost:8085/api/v1/indices/catalog/search

Connect external APIs, automated webhook triggers, and log streamers directly into your organization's tenant index.

⚡ Organization Webhook Ingestion URL

Direct HTTP POST endpoint for Stripe, GitHub, Shopify, or internal microservice webhooks:

curl -X POST "http://localhost:8085/api/v1/stream/ecosystem/webhook" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: stretchy_ak_..." \
  -d '{"event": "grant_disbursement", "amount": 25000, "status": "approved"}'

🛡️ Cloudflare WAF & Syslog Streamer Recipe

Pipe live firewall blocks, WAF telemetry, and syslog streams into Spiralum index soc_logs:

Destination: HTTP POST • Endpoint: http://localhost:8085/api/v1/stream/ecosystem/webhook?index=soc_logs

🧪 Live Stream Ingestion Testbench

Click 'Send Test Stream Event' to verify real-time ingestion into your tenant.

Active Organization Tenant

ecosystem Enterprise License

Seat Capacity

1 / 50 Seats Allocated

🛡️ Flat Multi-Tenancy Policy: Sub-tenant nesting is prohibited. Every client organization must hold an independent tenant license to prevent unauthorized seat subletting.

Organization Team Members

0 members

Loading users...

+ Add Team Member to Organization

🔒 Administrator privileges are required to manage team members.

Inspect active interface listening binding, TLS/HTTPS encryption, authentication enforcement, and zero-trust Cloudflare Tunnel integration.

Interface Binding

0.0.0.0

Configurable via STRETCHY_HOST

HTTP Port

8080

Configurable via PORT

TLS / SSL Encryption

Inactive

Set STRETCHY_SSL_ENABLED=true

Authentication Guard

Permissive

Set STRETCHY_REQUIRE_AUTH=true

⚡ Zero Trust Cloudflare Tunnel (Zero Inbound Open Ports)

Recommended

Instead of opening router ports or exposing your host VM to the public internet, use Cloudflare Tunnel to create an encrypted outbound-only bridge directly to Cloudflare's edge.

powershell -ExecutionPolicy Bypass -File .\scripts\start-tunnel.ps1

Config recipe located at: cloudflared/config.yml

💾 Snapshots & Disaster Recovery Redundancy: Point-in-time index snapshots capture all Lucene segments, index schemas, and security credentials into compressed .zip packages with SHA-256 integrity verification. Restoring an index reloads searchers without restarting the microservice.

Total Snapshots

Retention: 10 snapshots max

Automated Cadence

Hourly (60m)

Configurable via env var

Last Snapshot

Never

Point-in-time state

Active Storage Directory

/app/data/snapshots

Persistent Volume Mount

📦 Available Snapshot Archives

Snapshot ID

Trigger

Indices

Documents

Size

Actions

Loading snapshot archives...

🛡️ Production Persistent Volume Mounting & Disaster Recovery

Option 1 Architecture

Mounting a persistent volume ensures all Lucene index segments, user accounts, and snapshots survive Docker container restarts, host reboots, or rolling upgrades without data loss.

docker run -d --name stretchy-search -p 8085:8080 -v stretchy-data:/app/data -e STRETCHY_SNAPSHOT_ENABLED=true stretchy-search

Docker Compose recipe with optional Cloudflare R2 / AWS S3 automated sync sidecar located at: docker-compose.yml

Active & Authorized Enterprise License

Spiralum Enterprise Software License Agreement

Licensee: AveLynx Enterprise Fleet • License ID: STRETCHY-ENT-2026-AVELYNX-9941

Authorized Deployments: Unlimited Docker / Edge Fleet SHA-256: 8f3a9e4b7c2105de...c72b

✓ Spiralum Software License Agreement copied to clipboard!

ARCENT ENTERPRISE SOFTWARE LICENSE AGREEMENT

Effective Date: September 22, 2026 • Licensor: AveLynx

This Enterprise Software License Agreement ("Agreement") is entered into by and between AveLynx ("Licensor") and the deploying organization, subsidiaries, and authorized ecosystem operators ("Licensee"). This Agreement governs the installation, execution, multi-tenant index operation, client API integration, and usage of the Spiralum Search & Tabular Analytics Engine ("Software").

1. Grant of Enterprise License

Subject to the terms of this Agreement, Licensor hereby grants to Licensee a perpetual, irrevocable, worldwide, royalty-free, non-exclusive license to deploy, execute, configure, and scale the Software across an unlimited number of physical servers, virtual machines, containerized Docker instances, and Cloudflare Edge Worker serverless environments owned, leased, or managed by Licensee.

2. Authorized Ecosystem Scope & Multi-Tenancy

Licensee is authorized to create, ingest, manage, and query an uncapped volume of documents and inverted indices across all internal and client-facing application domains, including all indices the Licensee creates.

3. Data Sovereignty & Zero Third-Party Telemetry Warranty

Licensor warrants that Spiralum operates 100% self-contained. The Software does not transmit document content, inverted index metadata, query strings, user identities, or analytical telemetry to external cloud servers, vendors, or tracking networks. All Lucene inverted indices, D1 SQLite FTS5 records, and audit logs remain strictly within Licensee's designated boundary.

4. Cryptographic Security & Access Governance

Access to the Software is secured by salted SHA-256 PBKDF2 password hashing, cryptographically signed Bearer session tokens, machine API key authentication (stretchy_ak_...), and server-enforced Role-Based Access Control (Admin, Editor, Viewer). Licensee agrees to enforce least-privilege role separation and maintain secure token custody.

5. Permitted Customization, Client SDKs & Visual Studio

Licensee is authorized to modify, extend, skin, and embed the Spiralum Client SDKs (stretchyClient.js, stretchy.py), the Visual Data Studio cartography engine, and custom schema analyzer pipelines into Licensee's proprietary or internal microservice architectures without additional royalties or vendor lock-in fees.

6. Service Level, Warranties & Diagnostics

The Software delivers near-real-time (NRT) lock-free reader reloading, sub-millisecond query evaluation, and built-in fleet diagnostic self-healing with SHA-256 tamper-evident verification. THE SOFTWARE IS PROVIDED ON AN "AS IS" ENTERPRISE BASIS WITH PRODUCTION READINESS ASSURANCE ACCORDING TO APPLICABLE PRODUCT SPECIFICATIONS.

New here? The First-Run Guide on the main page is a quicker start.

🛡️ Flat Multi-Tenancy & Anti-Subletting Architecture

Spiralum provides a strict two-tier tenant topology: Platform → Organization (Tenant) → Users. Every enterprise client operates within their isolated tenant namespace (e.g. ecosystem, acme_corp) with their own indexes, documents, tickets, and webhooks.

🚫 Anti-Subletting Protection

Organizations cannot spawn nested child clients or sub-tenants to resell seats or bypass billing quotas. Attempts to create nested hierarchy return 403 FLAT_TENANCY_ENFORCED.

👥 Role-Based Access Control (RBAC)

Owner: Full organization license control & user provisioning.
Admin: Team administration, streams, and schema rules.
Editor: Ingestion, document editing, and search.
Viewer: Read-only search and Visual Studio exploration.

⚡ Medallion Architecture, Formats & Seed Dictionaries

To maximize throughput and prevent search engine bloat, Spiralum organizes data into distinct cleanliness tiers with instant reference dictionary enrichment.

1. Native Formats & Documents

.json, .jsonl: Structured fields, nested objects & arrays.
.csv, .tsv: Streamed row-by-row into indexed records.
.pdf, .docx: Ingested via lightweight extraction pipeline.
.log, .txt: High-volume Syslog & WAF telemetry with timestamp detection.

2. Seeds & Auto-Promotion (Medallion)

Bronze (Raw Audit): Unaltered original payloads (e.g. hours_raw) preserved for compliance.
Seed Dictionaries: Maps IDs & project codes to catalog metadata in $O(1)$ memory.
Silver (Clean Search): Clean, type-cast, seed-enriched records (e.g. hours_payroll).

🔍 BM25 Scoring, Multi-Column Sorting & Nested Queries

Search over millions of records in sub-milliseconds with standard Lucene boolean AST queries, nested JSON dot-paths, and multi-column sorting with tie-breakers.

• Multi-Column Sort: * | sort department asc, gross_pay desc

• Nested Dot-Path: payroll.tax.federal:>200 AND metadata.client.tier:"enterprise"

• Boolean AST Grouping: (dept:Engineering OR dept:Design) AND (hours:>35 NOT status:draft)

• SPL Pipeline: * | stats sum(gross_pay) as total by department | sort total desc

• Natural Language: "Show average gross pay by department as a horizontal bar chart"

📊 Visual Data Studio & Cartography

Launch the built-in BI studio via the top bar to analyze your dataset across 6 interactive visualizers.

Charts: Bar, horizontal bar, line, donut, area, and multi-series comparisons.
GeoIP Cartography: Leaflet pin maps & jsvectormap world choropleth density.
Empirical Stats: Mean, median, standard deviation, kurtosis, and quartiles.
Model Fitting: Linear, polynomial, exponential, and power trendlines with R² metrics.
SQL Tabular Grid: Paginated record viewer with Excel / CSV exports.

⚡ Real-Time API Streams & Webhooks

Ingest events continuously from GitHub, Stripe, Shopify, or Cloudflare WAF directly into your tenant namespace.

curl -X POST "http://localhost:8085/api/v1/stream/{tenant_id}/webhook" \
  -H "Content-Type: application/json" \
  -H "X-API-Key: YOUR_TENANT_API_KEY" \
  -d '{"event": "payment_received", "amount": 1250, "currency": "USD"}'

Configure endpoints, copy curl commands, and run live test events in Settings → Security → Data Streams & Webhooks.

🎫 Trouble Tickets & Product Feedback

Need assistance or have an idea? Spiralum features tenant-scoped support ticketing and satisfaction feedback directly in the app.

🎫 Trouble Ticket System

Submit technical, billing, or incident tickets via the top-bar Tickets button. Tickets are indexed in real-time under your tenant ID.

💬 User Feedback

Rate your experience (1 to 5 stars), pick a sentiment badge, and submit suggestions via the top-bar Feedback button.

Step 1 of 6

Visual Data Studio & Tabular SQL Results Interactive Vector BI

Visualize query results, bind X/Y axes, customize aesthetics, and inspect tabular SQL output

⚡ Instant Visual Demos:

DATA SOURCE / SQL RESULTS

⚡ Dual Query (Query same index twice / Compare)

Query 1 (Primary Filter) Query 2 (Secondary on Same Index)

CHART VISUALIZATION TYPE

X-Axis Dimension (Category / Segment)

Y-Axis Metric (Numeric Value)

Secondary Series Metric (Multi-Line / Dual Axis)

Aggregation

Format Style

Color Palette

Chart Headline

Donut Hole Size 50%

THEORETICAL MODEL & CAPACITY SLA

Curve Fit Formula:

Capacity SLA Limit

Show Data Value Badges Show Background Gridlines

Enterprise Q3 Revenue by Region

Demo data

Metric: total_revenue (sum)

Surface View:

Waterfall View:

SELECT region, SUM(amount) AS total_revenue, COUNT(*) AS order_count, AVG(margin_pct) AS avg_margin FROM ENTERPRISE_ORDERS ✓ Query Executed (24ms)

Try Spiralum in three steps (about two minutes)

Step 1: Ask a question

Step 2: Narrow by a field

Step 3: Read the chart

Search

Search results

Spiralum Enterprise Software License Agreement

ARCENT ENTERPRISE SOFTWARE LICENSE AGREEMENT

1. Grant of Enterprise License

2. Authorized Ecosystem Scope & Multi-Tenancy

3. Data Sovereignty & Zero Third-Party Telemetry Warranty

4. Cryptographic Security & Access Governance

5. Permitted Customization, Client SDKs & Visual Studio

6. Service Level, Warranties & Diagnostics

🔀 Multi-Column Sorting & Secondary Tie-Breakers

🌲 Querying Nested Objects & Dot-Notation Paths

⚖️ Boolean AST & Parenthetical Grouping

⚡ SPL Piping Commands (`|`)

🏅 Seeds & Medallion Clean Data Tiers

The demo

Your own workspace