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Erudogix Console v1.2.0 Active

Build Intelligent
Coaching Systems &
SLM App Studios

Empower your academic journey with conceptual 1:1 tutoring to secure 80+ marks, or build secure, local-compliance Small Language Models & custom invoicing software. Complete operations managed under a single, unified developer console.

erudogix-cloudshell:/slm-quantizer/
BASE_LOCKED
$ python quantize.py --model llama-3-8b --target erudogix-optimized
>>> [SYSTEM STATUS] Idle base model loaded.
Weights: FP16 defaults
Host Device: Local Safe Node
Latency: 18msThroughput: 42 tokens/s
LAB HELPER: Hover your mouse cursor over this console to trigger quantization and supervised fine-tuning. Move cursor away to reset weights.
Trusted by 500+ students worldwide

Study smarter, score higher

Join thousands of students from Oxford, Cambridge, MIT, and top universities worldwide who use Erudogix to achieve distinction-level results with personalised 1:1 coaching.

500+
Students Helped
92/100
Avg Score Achieved
15+
Countries Served
Students collaborating with Erudogix coaching platform

100% Academic Integrity

All coaching fully compliant with global academic integrity standards

1:1 Academic Coaching

Personalised tutoring to help you hit distinction marks.

SLM Model Tuning

Fine-tune compact AI models for your industry use-case.

App Studio Build

Custom Next.js apps, fintech ledgers, and invoice systems.

Secure & Compliant

All projects are integrity-checked and privacy-safe.

Mentored students and specialists across global institutions
Oxford University (UK)
Cambridge (UK)
Stanford University (US)
MIT (US)
Harvard University (US)
University of Sydney (AU)
Yale University (US)
Imperial College (UK)
ETH Zurich (CH)
Oxford University (UK)
Cambridge (UK)
Stanford University (US)
MIT (US)
Harvard University (US)
University of Sydney (AU)
Yale University (US)
Imperial College (UK)
ETH Zurich (CH)

Explore Erudogix Console Products

Select a product module below to review console dashboard metrics, SLA features, and active client cases.

Advanced Academic Coaching & Review

Guided 1:1 educational feedback, study reviews, and syllabus coaching designed to support independent achievement and top target grades (80+ average). Tutors trace progress and assign metrics out of 100 on students' dashboards.

92/100Avg Target Achieved
1:1 PrivateConcept Coaching
Detailed Econometrics and Thesis analytical reviews.
100% compliant with global academic integrity guidelines.
Erudogix Student Academic Dashboard
Dashboard PreviewStudent Operations & Results Hub
Sandbox Mode

Interactive Simulation Sandbox

Run live operations actions directly in the virtual console to trace draft sweeps, weight optimizations, and PostgreSQL billing connections.

Live Sandbox Monitor

Console Telemetry Hub

Observe real-time database transactions, private language model quantization telemetry, and academic compliance scanner sweeps.

DB POOL4/10 active
LATENCY28 ms
SIMULATOR_NODE://HOST_VIRTUALONLINE
DOCUMENT_INTAKE_DRAFT_TEXT.TXT

[0.0s] INTRODUCTION: Academic integrity guide matching framework outlines 1:1 conceptual support...

[1.2s] METHODOLOGY: Secure quantizations mapped on local clusters ensure absolute data containment...

[2.5s] CONCLUSION: Safe deployment protocols synchronized using validated PostgreSQL API routes...

COMPLIANCE SCANNING PROGRESS0%
ACTIVE_PROMPT: Sweeping plagiarism/citation indices. TRIGGER MANUAL
STREAMING_LOGS_STREAM
WebSockets ActiveBuffer: 0/25 msgs
Telemetry verified using strictly sandbox environments. 0% external leaks.
Integrity Score: 100% compliant

Featured Case Studies

Explore actual systems built and optimized by our specialists.

Model TuningProject: Legal-Llama-7B

Local Clause Audit Model

Fine-tuned a 7B Parameter model for a major Australian corporate legal group. The model operates entirely offline on local server nodes, auditing contract templates for liability compliance while ensuring 100% data residency.

Accuracy: 96.5% (+12%)Avg Latency: 12ms
App StudioProject: PayFlow Invoicing

PayFlow Invoicing Engine

A high-velocity fintech tool built for international agencies. PayFlow automates ledger compilation, currency adjustments (USD/EUR/AUD), and tax-compliant invoicing templates for freelance and student tutors.

Transactions: $1.2M+Tech: Next.js / PostgreSQL
Real Student Results

What Our Students Say

Genuine results from students across top global institutions.

The 1:1 calculus & engineering concepts mentoring was completely game-changing. I was able to clarify complex mathematical formulations on my own and score a 92/100, securing an Excellence Archive in my Deep Learning Thesis.

Aarav Sharma, IIT Delhi (India)

Score: 92/100 • Thesis Archive

A

The detailed, rigorous draft reviews for Econometrics gave me the exact analytical roadmap I needed. Scored an 88/100 and graduated with First Class Honours.

Eleanor Vance, London School of Economics (UK)

Score: 88/100 • First Class Honours

E

Our team needed a secure, locally-deployed clause auditing model. Erudogix fine-tuned a 7B parameter SLM that operates completely offline on local nodes. Incredibly high accuracy (96.5%) and absolute data privacy.

Dr. Marcus Vance, AeroLabs Research CTO (US)

96.5% Model Accuracy

D

I received exceptional concept tutoring for Advanced Accounting. The methodologies were broken down so thoroughly that I scored a 91/100 (High Distinction). Highly recommend their private learning frameworks.

Lachlan G., University of Sydney (Australia)

Score: 91/100 • High Distinction

L

The custom RAG-based document intelligence chatbot they built for us reduced our data handling challenges dramatically. Incredible understanding of GenAI integration.

Priya T., Healthcare Data Lead (India)

AI Pipeline Optimization

P

Their guidance on my Master's thesis on cloud computing architecture was invaluable. I learned to structure my arguments logically and achieved a 95/100.

James W., Imperial College London (UK)

Score: 95/100 • Distinction

J

Estimate Project Cost

Estimate your project costs instantly.

Estimate generated
$40

Calculated based on starting baseline rates. This serves as an initial quote. Final billing coordinates directly after matched specialist review.

Submit Intake details
Secure billing pool configuration
Enterprise Deployments

Deployed in Global Enterprise Operations

Erudogix customized models and engineering tools are deployed and audited across corporate organizations and research groups.

G
Google AI LabsSLM evaluation
A
AeroLabs ResearchTax automation
F
Fintech CapitalLedgers sync
B
ByteScale CorpLlama alignment
H
Helix SystemsContract audit
N
Nova AnalyticsTimecard tool
G
Google AI LabsSLM evaluation
A
AeroLabs ResearchTax automation
F
Fintech CapitalLedgers sync
B
ByteScale CorpLlama alignment
H
Helix SystemsContract audit
N
Nova AnalyticsTimecard tool

Frequently Asked Questions

Common questions about Erudogix Console services and compliance standards.

What is your stance on Academic Integrity?

Erudogix provides educational guidance, study guides, draft feedback, and concept tutoring. We strictly do not write assignments or complete tests for students. All works delivered must be utilized as study references only.

How is the pricing estimate calculated?

Estimates combine a base setup rate with volume/complexity multipliers. Final prices must be reviewed and approved by you before any work starts.

What makes your small language models different?

We customize compact models (1.5B to 8B params) using SFT and DPO alignment. They perform similarly to giant models in narrow domains while running fast, securely, and offline on consumer-grade servers.