PROMETHEUS // CATEGORY CREATORSOVEREIGN COGNITIVE INFRASTRUCTURE
THE AUTOMATED AI FOUNDRY

Stop Renting AI.
Own Your Intelligence.

The automated foundry turning live enterprise LLM traffic into private, customer-owned, specialized AI models.

Change two lines of code to route through Prometheus. On Day 1, scrub PII and keep your data inside India. In the background, our autonomous harness mines production edge cases and distills your private workflows into compact, domain-mastered models running 10x faster at 90% lower cost.

View 2-Line Integration
Prometheus Bringing Fire to Sovereign Enterprise
EXHIBIT 1.0 —Prometheus: Transforming rented token opex into owned balance-sheet intelligence.
01 / DAY-1 DATA SOVEREIGNTY

100% Indian data residency complying strictly with DPDP Act 2023. Zero PII leaves your borders.

02 / MASTER ELECTRICIAN MODELS

Compact specialized models outperforming bloated general-purpose models on domain tasks at sub-20ms speed.

03 / DOMAIN MODEL ECONOMICS

Compact, domain-mastered models running on dedicated enterprise runtimes, cutting inference bills by up to 90%.

ACT II // THE PHILOSOPHY OF OWNERSHIP

Why Enterprise AI is Stuck in the Mainframe Rental Era.

THE TAXI VS. ENGINE ANALOGY

Renting Taxis vs. Owning an Engine

Using OpenAI is like hiring luxury foreign taxis every single day to commute to work. It works on Day One, but after 5 years, you’ve spent millions and still don’t own a bicycle.

Prometheus studies your daily commute for 30 days, builds a custom vehicle engineered specifically for your exact route, and parks it in your garage. You stop paying the taxi driver forever.

THE MODEL CAPACITY ANALOGY

Neurosurgeon vs. Master Electrician

If you need a wire fixed in your living room, you don’t hire a $2,000/hour neurosurgeon who speaks eight ancient languages. You hire a master electrician who has fixed that exact fuse 10,000 times.

Frontier generalist models are neurosurgeons — massive, slow, and overkill for 95% of business tasks. Prometheus builds master electricians: compact, focused models trained for your exact workflow.

"The future of AI is not one giant model that knows everything about the universe; it is millions of compact, beautiful, specialized models that know everything about your business."

— THE PROMETHEUS FOUNDRY THESIS
SOVEREIGN DEPLOYMENT OPTIONS

How Prometheus Deploys to Your Stack

Choose the deployment architecture built for your regulatory and security requirements.

Enterprise SaaS, Healthcare & E-Commerce

Private VPC Sovereign Node

Setup: 30 Minutes

Prometheus Sovereign Engine deployed directly inside your existing AWS, GCP, or Azure VPC in India. Complete isolation with dedicated GPU allocation.

RESPONSE LATENCY12.4ms (Dedicated VPC)
DATA RESIDENCYDedicated Indian Cloud VPC (AWS/GCP/Azure Mumbai)
SECURITY & ENCRYPTIONIsolated Tenant VPC + KMS Managed Keys
KEY ARCHITECTURAL GUARANTEES
  • ▪Deploys into your existing cloud infrastructure
  • ▪Dedicated GPU instance reservation (No noisy-neighbor sharing)
  • ▪Automated domain model scaling for 60+ enterprise workflows
  • ▪VPC Peering with sub-15ms internal network latency
SYSTEM ARCHITECTURE COMPARISON

Sovereign On-Prem vs Rented Overseas Cloud

Enterprise Traffic
Mobile / Web App
< 2ms local hop
Prometheus PII Vault
Day-1 DPDP Tokenizer
Sub-1ms VRAM Bus
Domain Master Electrician
14ms // $0.0001 per req
EXPLORE NODE DETAILS — CLICK ANY NODE ABOVE TO INSPECT SPECIFICATIONS

PROMETHEUS SOVEREIGN NODE SPECS

  • Data Residency: 100% On-Prem / Local VPC in India (Zero cross-border transfer).
  • Latency Profile: Sub-14.2ms end-to-end token generation speed.
  • Compliance: Automatic DPDP Act 2023 compliance with hardware-isolated PII redaction.
  • Asset Value: Continuous training turns model weights into balance sheet assets owned by your company.
ACT V // DAY-1 INTEGRATION & INTERACTIVE DEMO

Two Lines of Code. Zero Refactoring.

Migrating to Prometheus takes 30 seconds. Simply change your API base URL and API key. Instant Day-1 DPDP compliance, PII protection, and smart routing.

app/api/llm.ts — PRODUCTION CODE
import OpenAI from "openai";

// 1. Point base_url to Prometheus Sovereign Gateway
const client = new OpenAI({
  baseURL: "https://api.prometheus.in/v1", // <-- Change line 1
  apiKey: process.env.PROMETHEUS_API_KEY  // <-- Change line 2
});

// 2. Execute existing requests with zero syntax changes
const response = await client.chat.completions.create({
  model: "prometheus-auto", // Smart Router auto-selects optimal model
  messages: [{ role: "user", content: "Evaluate loan eligibility for Aadhaar 8821-****" }]
});
LIVE INTERACTIVE DEMO // DPDP PII SHIELD

Instant In-Memory PII Neutralization

INCOMING TCP PAYLOAD // CLIENT_ID: 99102-IN

{
  "action": "CREDIT_UNDERWRITE",
  "applicant": "Rohan Verma",
  "aadhaar_num":  "8821-4920-1928",
  "bank_account":  "9102-3910-1829"
}

Foreign Cloud Latency:1,420 ms
Prometheus Sovereign Latency:14 ms (Sub-20ms Target)
ACT VI // THE DECONSTRUCTION LENS

Peel Back Generalist Model Bloat

Drag the physical lens slider below across any enterprise workload to peel back bloated generalist assumptions and reveal the Prometheus sovereign micro-model ground truth.

Select Enterprise Workload:
FOREIGN GENERALIST MODEL (70B — 405B)

"Using a 405B general-purpose model for credit risk scoring."

Enterprise pays $30,000/mo in API fees and suffers 3200ms latency while customer PII data is exported to foreign clouds.

$30,000 / 1M Reqs3200ms LatencyData Leaves India
PEEL LENS
PROMETHEUS SOVEREIGN MICRO-MODEL

Prometheus Credit — 1.5B Distilled Sovereign Engine

Axiom 1.1: Distilled exclusively on 80+ Indian credit risk telemetry attributes, eliminating 99.6% parameter bloat.
Axiom 1.2: Automated PII redaction layer + 100% Indian data residency (DPDPA Act Compliant).
$400 Cost / 1M Reqs
14ms Response Speed
Select enterprise workload to compare Foreign Generalist Model vs. Prometheus Sovereign Model.
ACT VII // THE AUTOMATED FOUNDRY

The Prometheus Harness & Distillation Engine

How Prometheus automates the entire ML engineering lifecycle and achieves scalable hosting economics.

01HETERO ROUTER

Smart Heterogeneous Router

Sub-5ms intent classifiers route classification to GLiNER encoders, task generation to domain models, and escalate ambiguous anomalies to frontier teachers.

Sub-5ms Router Layer
02DISTILLATION

Domain Model Distillation

Distills domain-specific knowledge into lightweight, high-speed model runtimes running 100% locally in India — eliminating hotel server bloat.

Sub-20ms Speed
03REGRESSION GATE

ε = 2% Regression Safety Gate

No model checkpoint update is promoted to production if it degrades historical evaluation vectors by more than 2%, eliminating catastrophic forgetting.

Zero Catastrophic Forgetting
04ZERO LOCK-IN

Export & Self-Host Weights

You own your fine-tuned model weights. Export to your private cloud, on-prem hardware, or air-gapped appliances at any time.

100% Owned Balance Sheet IP
ACT VIII // DOMAIN FIRE GALLERY

Prometheus Master Electrician Models

A curation of compact, domain-mastered models engineered for Indian enterprise verticals.

3D Prometheus Fire Core Artwork
BFSI & FINANCIAL RISKPROMETHEUS-CREDIT-V1

Prometheus Credit — Sub-15ms Underwriting Engine

Distilled from frontier reasoning models to evaluate 80+ Indian credit risk telemetry attributes with 98.6% accuracy.

Model Architecture:Domain-Specialized Credit Engine (vs. Public Cloud Generalist)
Empirical Impact:14ms Latency // 90% Cost Cut // DPDP Compliant
3D Prometheus Quantum Neural Ring Artwork
REGIONAL EDTECHPROMETHEUS-MATH-V2

Prometheus Math — Regional Language Tutoring Harness

Fine-tuned on Indian K-12 curriculum math reasoning across 8 regional languages, achieving 99.2% accuracy.

Core Harness:Regional Language Reasoning & Automated Synthetic Curricula
Empirical Impact:12ms Response // 1/60th Cost of GPT-4o
3D Prometheus Sovereign Shield Artwork
REGULATORY & LEGALPROMETHEUS-LEGAL-V1

Prometheus Legal — Indian Regulatory Compliance Audit

Specialized legal reasoning engine trained on Indian statutory law, corporate compliance filings, and DPDP mandates.

Deployment Footprint:Air-Gapped On-Prem Appliance / Private VPC
Empirical Impact:100% Sovereign Data Residency // Zero PII Leakage
ACT V // ENTERPRISE DEPLOYMENT

Configure Your Prometheus Model Scope

Select your domain requirements to generate an instant latency profile, cost savings estimate, and sovereign deployment timeline.

Monthly Inference Volume:10 Million Reqs / Month
ESTIMATED LATENCY12ms — 18ms
ANNUAL COST SAVINGS$3,552,000 / Year
DATA RESIDENCY100% Sovereign India