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Our Expertise

EdTech. Custom AI. DevOps.
One Integrated Team.

End-to-end delivery across EdTech platform engineering, custom AI solutions, and cloud DevOps infrastructure — with dedicated specialists in each practice and shared accountability for outcomes.

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EdTech Solutions

  • Cloud Services

Our EdTech practice engineers production-grade education platforms from scratch — not adapted enterprise software, but systems designed around how admissions teams, academic offices, and placement cells actually operate. We've shipped LMS platforms for 2M+ concurrent learners, admissions portals processing 48,000 applications per cycle, and placement engines that increased offer rates by 3×.

  • Custom LMS
  • Admissions Platforms
  • Student Information Systems
  • Placement Portals
  • NAAC / NIRF Automation
  • Mobile Learning Apps

AI Custom AI Solutions

  • AI Engineering & Automation

Our Custom AI practice builds bespoke AI systems — from LLMs and RAG pipelines to autonomous agents and predictive models — designed for your specific problem, not adapted from generic templates. We've shipped AI that scores 2,400 admissions applications daily, predicts student dropout 12 weeks early at 91% accuracy, and matches 1,240 students to job openings every day. We use LangChain, CrewAI, AWS SageMaker, and fine-tuned open-source models — and everything we ship runs in production.

  • LLM Fine-tuning
  • Autonomous Agents
  • RAG Systems
  • Predictive ML Models
  • AI Workflow Automation
  • Document Intelligence

DevOps & Cloud Engineering

  • Infrastructure & Reliability

Our DevOps practice designs and operates cloud infrastructure that performs when it matters most — exam days, bulk admissions processing, live cohort onboarding. We've re-architected monolithic EdTech platforms onto AWS EKS with Terraform and ArgoCD, reducing cloud costs by 42% and achieving 99.98% uptime across 400K concurrent users. We write the IaC, build the pipelines, set up the observability, and stay accountable to your SLA.

  • AWS Architecture
  • Kubernetes / EKS
  • CI/CD & GitOps
  • Infrastructure as Code
  • SRE & Observability
  • Cloud Cost Optimisation
Custom AI Solutions

Whatever the Challenge,
We'll Build the AI for It

Beyond our three core practices, we design and deliver custom AI solutions for any complex problem in education, enterprise, and beyond — from first prototype to full production deployment.

Custom LLM Development & Fine-tuning

Domain-specific language models trained on your institutional data. We fine-tune open-source models (LLaMA, Mistral, Phi) and commercial APIs (GPT-4o, Claude) for education-specific tasks — student communication, document analysis, content generation, and automated assessment.

RAG-Based Knowledge Systems

Retrieval-Augmented Generation systems that let your staff and students query institutional knowledge — policies, course catalogues, accreditation documents, HR manuals — and get accurate, cited answers in seconds. Built on your data, on your infrastructure.

AI Chatbots & Virtual Assistants

Conversational AI for admissions enquiries, student support, HR helpdesks, and recruiter portals. Multi-turn, context-aware, and integrated with your CRM, LMS, and SIS. Available across WhatsApp, web, and mobile. Handles 80% of routine queries without human escalation.

Predictive Analytics & ML Models

Custom machine learning models for any prediction problem — enrolment forecasting, fee default risk, course completion probability, recruiter conversion rates. Built on your historical data, validated against your actual outcomes, and continuously retrained as new data arrives.

Document Intelligence & NLP

AI pipelines that read, classify, extract, and act on documents at scale — applications, marksheets, certificates, contracts, and compliance reports. OCR, entity extraction, classification, and structured output — turning document chaos into clean, queryable data.

AI Workflow Automation

End-to-end process automation that goes beyond RPA — AI that understands context, handles exceptions, and makes decisions. Fee collection workflows, admission pipeline automation, compliance reporting, and cross-system data orchestration — designed to eliminate manual work permanently.

Discuss your custom AI Project

Benthon Admit Agent

Scores 30+ signals per application — academics, SOP sentiment.

Autonomous Admissions

Extracurriculars — predicts enrolment probability auto-shortlists, and drafts offer communications. 

Benthon Retain Agent

Monitors attendance, LMS logins, library access, grade trajectory, and financial stress indicators across 40+ signals. 

Dropout Prevention

Flags high-risk students 12 weeks early and auto-triggers counsellor intervention playbooks.

Benthon Engage Agent

Maintains a live 360° student profile from enquiry to alumni. 

Lifecycle Orchestration

Scores engagement daily, triggers personalised nudges, orchestrates fee follow-ups, and auto-assigns advisors based on risk signals.

Benthon Place Agent

Matches students to JDs using semantic embedding models, auto-generates ATS-optimised resumes.

End-to-End Placement AI

Delivers mock interview coaching with real-time feedback, and manages recruiter relationships autonomously.

Custom AI Practice

Our AI Agents.
Always On.

Agents that operate, decide, and act on your behalf — running 24/7, escalating to humans only when it matters.

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How We Work

Embedded Teams.
Outcome-Accountable.

We work as an extension of your team — not a vendor. Dedicated engineers, weekly delivery, and accountability to your KPIs from day one.

PHASE 01

Discovery & Architecture

1–2 weeks understanding your stack, team, and goals. We deliver an actual system design — not a scope document. Architecture review is always free.

PHASE 02

Build & Integrate

Dedicated engineers in your Slack, your standups, your sprint board. We write code that merges, not demos that impress. Weekly delivery, always.

PHASE 03

Deploy & Monitor

We run the deployment, configure observability, set up alerting, and verify production is stable. "Works on staging" is not a delivery standard we accept.

PHASE 04

Iterate & Improve

Monthly reviews against your agreed KPIs. AI model recalibration each semester. Infrastructure cost reviews quarterly. We stay accountable — indefinitely.

Steller Engineers.
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Client Outcomes
Successful Projects Delivered.
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Years Of Experience.
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Client Satisfaction And Referrals.
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Results Our Clients
Actually Measure

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"From the initial consultation to the final delivery, the experience was seamless and professional. The team was responsive, knowledgeable, and truly committed to our success we couldn’t be happier with the results!"
Dr. Jane DoeHealthCarePlus
Dr. Jane Doe
"From the initial consultation to the final delivery, the experience was seamless and professional. The team was responsive, knowledgeable, and truly committed to our success we couldn’t be happier with the results!"
Dr. Jane DoeHealthCarePlus
Dr. Jane Doe
"From the initial consultation to the final delivery, the experience was seamless and professional. The team was responsive, knowledgeable, and truly committed to our success we couldn’t be happier with the results!"
Dr. Jane DoeHealthCarePlus
Dr. Jane Doe
"From the initial consultation to the final delivery, the experience was seamless and professional. The team was responsive, knowledgeable, and truly committed to our success we couldn’t be happier with the results!"
Dr. Jane DoeHealthCarePlus
Dr. Jane Doe
"From the initial consultation to the final delivery, the experience was seamless and professional. The team was responsive, knowledgeable, and truly committed to our success we couldn’t be happier with the results!"
Dr. Jane DoeHealthCarePlus
Dr. Jane Doe
"From the initial consultation to the final delivery, the experience was seamless and professional. The team was responsive, knowledgeable, and truly committed to our success we couldn’t be happier with the results!"
Dr. Jane DoeHealthCarePlus
Dr. Jane Doe
Selected Work

Case Studies

We build exceptional software with a focus on clean code, agile processes, and remarkable user experience.

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  • Product Design

DevOps & Cloud Engineering

Our DevOps practice designs and operates cloud infrastructure that performs when it matters most — exam days, bulk admissions processing, live cohort onboarding. We've re-architected monolithic EdTech platforms onto AWS EKS with Terraform and ArgoCD, reducing cloud costs by 42% and achieving 99.98% uptime across 400K concurrent users. We write the IaC, build the pipelines, set up the observability, and stay accountable to your SLA.

Read More
  • Product Design

DevOps & Cloud Engineering

Our DevOps practice designs and operates cloud infrastructure that performs when it matters most — exam days, bulk admissions processing, live cohort onboarding. We've re-architected monolithic EdTech platforms onto AWS EKS with Terraform and ArgoCD, reducing cloud costs by 42% and achieving 99.98% uptime across 400K concurrent users. We write the IaC, build the pipelines, set up the observability, and stay accountable to your SLA.

Read More
  • Product Design

DevOps & Cloud Engineering

Our DevOps practice designs and operates cloud infrastructure that performs when it matters most — exam days, bulk admissions processing, live cohort onboarding. We've re-architected monolithic EdTech platforms onto AWS EKS with Terraform and ArgoCD, reducing cloud costs by 42% and achieving 99.98% uptime across 400K concurrent users. We write the IaC, build the pipelines, set up the observability, and stay accountable to your SLA.

Read More
  • Product Design

DevOps & Cloud Engineering

Our DevOps practice designs and operates cloud infrastructure that performs when it matters most — exam days, bulk admissions processing, live cohort onboarding. We've re-architected monolithic EdTech platforms onto AWS EKS with Terraform and ArgoCD, reducing cloud costs by 42% and achieving 99.98% uptime across 400K concurrent users. We write the IaC, build the pipelines, set up the observability, and stay accountable to your SLA.

Read More
  • Product Design

DevOps & Cloud Engineering

Our DevOps practice designs and operates cloud infrastructure that performs when it matters most — exam days, bulk admissions processing, live cohort onboarding. We've re-architected monolithic EdTech platforms onto AWS EKS with Terraform and ArgoCD, reducing cloud costs by 42% and achieving 99.98% uptime across 400K concurrent users. We write the IaC, build the pipelines, set up the observability, and stay accountable to your SLA.

Read More
Engineering Insights

From Our Teams Across
All Three Practices

Real technical writing from the engineers building EdTech platforms, cloud DevOps pipelines, and Custom AI systems — no fluff, no generic content.

Read All Articles

Creating Seamless B2B Integrations: Leveraging Advanced AI Tools for Better Collaboration

In an increasingly interconnected digital economy, B2B integrations are essential for enabling real-time collaboration, faster operations, and intelligent decision-making between enterprises. However, traditional integration approaches often fall short when it comes to scalability, agility, and contextual understanding. Advanced AI tools are reshaping how businesses approach B2B integrations—making them more seamless, dynamic, and intelligent than ever before. Let’s explore how AI-driven strategies are transforming B2B collaboration

Read More »
Creating Seamless B2B Integrations: Leveraging Advanced AI Tools for Better Collaboration

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120+ clients across EdTech, Enterprise and Government — India, Southeast Asia & USA

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Whether you’re building a new EdTech platform, migrating to AWS, or deploying your first AI agent — start with a free 30-minute discovery call.

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    Delivering AI-powered digital solutions with technical excellence and innovation. Our team of IIT/NIT engineers and industry veterans from Adobe & Qualcomm transforms businesses with cutting-edge technology.

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    • 9303243547
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    • C-810, Block C, 8th Floor, KLJ Noida One IT Park, Sector 62, Noida, Uttar Pradesh - 201309.
    • 9303243547
    • abc@gmail.com

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