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Case Studies &
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99.99%
Production SLA Delivered
200+
Peak Concurrent Users
200+
Daily Ingested Events
-40%
Average Latency Drop
⭐ All Proof (8) Case Studies & Blueprints (6) Client Success Stories & Testimonials (2)
All Industries 8 Retail & E-Commerce 0 Healthcare 0 Logistics & IoT 0 FinTech & Banking 1 B2B SaaS & Tech 4
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Engineering Blueprints

Production Case Studies & Architectures

Education & EdTech AI & Software Development
Client: Teachers & Educational Faculty

AI Question Paper Generator for Teachers

AI-powered Question Paper Generator that enables teachers to create customized question papers directly from their own notes and teaching materials.
-80%
Assessment Prep Time
100%
Notes Grounding
Multi-Tier
Difficulty Levels
Customizable
Format Flexibility
Challenge:

Teachers spend excessive manual hours drafting, formatting, and balancing question papers across varying difficulty levels, often struggling...

Architecture:

SIBIRI INNOVATION developed an AI-powered Question Paper Generator that enables teachers to create customized question papers directly from...

Stack: AI / LLM Integration Python & NLP Laravel Framework Vector Search Document Parsing Tailwind CSS
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Education & Publishing E-Book & Print Publishing
Client: Educator Authors & Academic Faculty

End-to-End Book Publishing Support for Teachers

End-to-end technology and publishing support for teachers transforming educational content into professionally published books.
100%
End-to-End Support
Turnkey
Turnaround Speed
ISBN & Print
Global Standards
Direct
Author Royalties
Challenge:

Educators with valuable subject matter expertise and lecture notes faced technical roadblocks in typesetting, interior layout formatting, co...

Architecture:

SIBIRI INNOVATION provided end-to-end technology and publishing support to teachers for transforming their educational content into professi...

Stack: EPUB3 & Print Typesetting Automated Formatting Pipelines Digital Rights Management Vector Graphics Design Global Distribution API
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Education & Logic Tools Interactive Learning Software
Client: STEM Learners & Educational Labs

Sudoku Solving & Learning Software

Interactive Sudoku Solving & Learning Software helping students understand Sudoku-solving techniques through practical, step-by-step learning.
Step-by-Step
Guided Solving
100%
Critical Thinking
+65%
Student Engagement
Real-Time
Algorithm Simulation
Challenge:

Students learning algorithmic thinking and logic puzzles often face static answer keys without interactive step-by-step guidance on deductio...

Architecture:

SIBIRI INNOVATION developed an interactive Sudoku Solving & Learning Software to help students understand Sudoku-solving techniques through...

Stack: Backtracking Algorithms Interactive Canvas / WebUI Logic Deduction Engine Vue.js & TypeScript Cloud Sandbox API
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B2B SaaS & Tech AI & Automation 3 Months
Client: CloudFlow Enterprise SaaS

Enterprise AI Support Chatbot with Grounded RAG Knowledge Base

Deflected 35% of tier-1 support tickets with zero hallucinations
35.4%
Tier-1 Ticket Deflection
1.2s
Average Response Time
0.00%
Hallucination Rate
94%
Customer CSAT Score
Challenge:

Rapid international customer growth overwhelmed the support team, causing first-response times to climb past 14 hours for complex technical...

Architecture:

Built an enterprise Retrieval-Augmented Generation (RAG) assistant connected to private product documentation, Jira issue archives, and API...

Stack: RAG Architecture Qdrant Vector DB OpenAI GPT-4o LangChain Python FastAPI Cohere Rerank
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FinTech & Banking Enterprise SaaS 5 Months
Client: Apex Horizon Financial Services

Multi-Tenant Financial ERP & Automated Ledger Reconciliation Engine

Automated reconciliation of 100k daily banking transactions with 100% ACID compliance
100,000+
Daily Transactions
3x Faster
Reconciliation Speed
0 Errors
Audit Discrepancies
-65%
Month-End Closing Time
Challenge:

Manual bank feed reconciliation and legacy spreadsheet accounting caused month-end close procedures to drag on for 12 business days, with el...

Architecture:

Engineered a secure multi-tenant financial ERP engine with automated bank statement ingestion (OFX/CSV/OpenBanking API), idempotent ledger m...

Stack: Laravel 11 MySQL Galera Cluster Redis Horizon Docker AWS KMS TailwindCSS
Read Full Case Study & Architecture
Technology & DevOps Agentic AI 3 Months
Client: DevSphere Global Engineering

Autonomous Multi-Agent Code Review & Security Remediation Fleet

4x faster PR review cycles with automated vulnerability patching
4x Faster
PR Review Velocity
99.2%
Security Vulnerabilities Caught
41%
Automated PR Patch Rate
18 hrs/wk
Developer Time Saved
Challenge:

Senior software architects spent over 20 hours per week manually reviewing large pull requests for security flaws, code conventions, and edg...

Architecture:

Built an autonomous multi-agent fleet using LangGraph with specialized AI agents (Security Auditor, Performance Profiler, Unit Test Generato...

Stack: LangGraph CrewAI Python 3.12 Docker Sandbox GitHub Actions Claude 3.5 Sonnet
Read Full Case Study & Architecture
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SIBIRI INNOVATION (OPC) PVT LTD

Corporate CIN: U62013WB2024OPC274112
Operations Start: Since October 2024
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Official Notice: Address Change Update
Please note that our corporate registered address has been officially relocated from our previous office (224A, ACHJAGADISH BOSE RD, Room 108, Circus Avenue, Kolkata 700017) to our permanent headquarters at 1/46, Poddar Nagar, Kolkata 700068.

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