Gravitas Core

Ionizer<br>Signed commercial encoder for private field preparation

Gravitas<br>Answer engine that operates on verified field payloads

OpenEncoder<br>OSS reference implementation, not the commercial product

Live Proof

Ask a question against live records.

This demo loads 10 fresh public records, asks a plain-language question, sends encoded fields to Gravitas over same-origin HTTPS, and shows the answer with a proof receipt.

Demo Progress

Source<br>Records

Encode<br>Prepare

Run<br>Search

Decode<br>Answer

What this proves<br>The records change when you refresh. Gravitas still returns a receipt and the page maps it back to the selected record.

Records and Question

Ten records are loaded live. The question asks which current headline looks most relevant for a commercial risk review.

Live Data Injection<br>Refresh loads current public headlines and a unique browser nonce.

Load Fresh Records<br>Live payload loads automatically when the page opens.

Records<br>Orange tabby cat<br>Black and white tuxedo cat<br>Solid grey cat<br>0 / 0 characters

Question<br>Which current headline should I review first for commercial or operational risk?<br>0 / 200 characters

Query switches

Matching query<br>Non-matching query

These switches only replace the query text. They use the same encoder as every other input.

Prepared Fields

These are the encoded values sent to Gravitas. They are shown for audit, not for reading.

Prepare Fields

Prepared Records

Prepared Question

Search

Send the prepared records and question to the live Gravitas service.

Search with Gravitas

Proof Receipt

Answer

The readable answer is recovered locally from the processed record envelope.

Readable Answer

Search Contract

Public boundary for the live Gravitas demo.

This is the buyer-facing contract for the demo search. It explains what the page sends and what the buyer receives back.

Public Routes<br>Allowed

GET /healthz returns service health.

POST /api/calc accepts the demo field request.

Blocked Routes<br>Not Public

Private service routes are not available from the public website.

Source ledgers are not exposed by the website.

Request Shape<br>Demo JSON

Method: POST

Content-Type: application/json

Fields: field_a and field_b

Limits<br>Current Demo

Request body limit: 163840 bytes

Per-field limit: 65536 hex characters

Control bytes are rejected.

Boundary<br>Field Payloads

The service receives encoded fields, not the local source ledger.

Human-readable recovery is handled locally by the client envelope.

Browser communication uses same-origin HTTPS/TLS routes.

Status<br>Demo Endpoint

This public endpoint is for demonstration.

Production deployments are handled commercially through Ionizer + Gravitas.

Commercial Stack

Commercial offer first. OSS reference second.

Commercial<br>Ionizer

Commercial patent implementation for production encoding, private deployments, and customer-specific evidence packages.

View commercial one-pagers

Engine<br>Gravitas

Search engine that receives field payloads, performs the field operation, and returns a receipt suitable for local recovery and audit trails.

Run the live engine demo

OSS Reference<br>OpenEncoder

Public encoder lane for deterministic field envelopes and local answer map-back. Linked for patent reference, developer review, and boundary clarity.

github.com/ninjra/openencoder

Evidence Board

Claim-bounded evidence for public review.

These are public-facing proof surfaces. Benchmark, transport, and egress claims stay separate from official leaderboard status.

Benchmark<br>OpenEncoder + Gravitas<br>Ionizer + Gravitas

Legal-MLEB 2025 accuracy<br>21.222880%<br>100.000000%

Top-1 hits<br>538 / 2,535<br>2,535 / 2,535

Raw source text egress in tested request payloads<br>0 bytes<br>0 bytes

GPU VRAM required<br>0 GB<br>0 GB

Sales Collateral

One-pagers and buyer paths.

Short commercial briefs and launch reports for reporters, buyers, Hacker News readers, and technical reviewers.

Ready<br>Legal

Legal retrieval story: local field recovery, proof receipts, deterministic replay, and no raw-source-text egress in tested request payloads.

Open legal one-pager

Ready<br>Defense

Defense search story: controlled data boundaries, signed packages, HTTPS transport, audit trails, and deployment discipline.

Open defense one-pager

Launch<br>Public Report

A concise public report with the live demo path, pay-per-search flow, proof boundaries, and reviewer links.

Open public report

Contact

Commercial deployments, licensing, and evidence review.

Founder / Inventor<br>Shri Narayan Justin Ram

Builder of Ionizer, Gravitas, and OpenEncoder. Commercial work is handled through Mushku Nobleworks.

Company<br>Mushku Nobleworks

Commercial field-search systems for legal, defense, and other high-stakes retrieval surfaces where local recovery, auditability, and controlled data boundaries matter.

Email<br>sram@mushku.com

Use this for commercial pilots, licensing, one-pagers, benchmark review, and private deployment discussions.