Incubation Products
Proprietary
Precision Frameworks
- Protocol V4.0 active
The Control Plane for Secure AI Tool Access
Securely connect internal systems, databases, cloud services, and SaaS applications to AI agents through the Model Context Protocol (MCP). MCP Hub provides centralized tenant management, scoped access control, connector deployment, policy enforcement, PII protection, and complete tool-call auditing—all through a single control plane.
40+
Connectors Supported
1 Control Plane
Centralized Management
4-Layer
Security Guardrails
Core Technical Capabilities
Secure Agent Gateway
Every AI tool call passes through a governed gateway that validates requests, verifies permissions, applies execution controls, and records the interaction.
Enterprise Connector Fabric
Connect AI agents to S3, SMTP, MySQL, PostgreSQL, MongoDB, GitHub, Jira, CloudWatch, Prometheus, Outlook, and remote VM/SSH environments.
Data & PII Protection
Register schema fields by sensitivity and automatically mask or restrict confidential, PII, and restricted data according to user roles and policies.
Events, Webhooks & Audit
Capture tool activity through immutable audit records, Redis-backed event processing, subscriptions, and outbound webhooks for downstream systems and workflows.
Architectural Precision
MCP Hub introduces a controlled execution path between AI agents and enterprise systems. Instead of allowing agents to directly access sensitive tools and data, every request moves through multiple policy and security layers.
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Layer 1 — Input Guardrails
Classify intent, detect prompt injection attempts, validate tool schemas, and verify API-key permissions before execution. -
Layer 2 — Execution Controls
Control how tools execute by checking SQL complexity, enforcing query limits, blocking DDL operations, and applying execution timeouts.
Integrated Into Enterprise Systems
Data Systems
Engineering & Collaboration
Cloud & Observability
Infrastructure & Communication
Case Studies
We build exceptional software with a focus on clean code, agile processes, and remarkable user experience.
Keeping Classrooms Learning Offline, One Licensed Device at a Time
Enabling uninterrupted learning with offline course access, encrypted content, secure device licensing, and seamless progress syncing across Windows and Linux devices.
- EdTech
Modernising Online Learning, One Course at a Time with MG360 LMS
Delivering a faster, smarter learning experience with seamless course management, interactive assessments, and reliable progress tracking, powered by Laravel and React.
- EDTECH
Redefining Talent Assessment, One Career at a Time with TalEvate
Connecting talent with opportunity through AI-powered assessments, structured interviews, and data-driven employability scores for smarter hiring and campus placements.
- EdTech
Initialize Partnership
Submit your details to access the full technical specification and architectural roadmap.
- Protocol V4.0 active
Intelligent Interviews. Consistent Evaluation. Better Hiring
Streamline your entire interview process with an intelligent AI platform. Upload job descriptions to generate role-specific questions, review and customize them, create candidate interview links, conduct natural conversational interviews, automatically record sessions, and evaluate candidate responses with AI-powered scoring and feedback.
AI-POWERED
ROLE-SPECIFIC QUESTIONS
100%
AUTOMATED EVALUATION
24/7
CONVERSATIONAL INTERVIEWS
Core Technical Capabilities
AI Question Generation
Generate 10 relevant interview questions from an uploaded job description, then review and edit them before the interview.
Conversational Voice AI
Conduct real-time voice interviews using speech-to-text and text-to-speech, allowing candidates to interact with the AI interviewer naturally.
Automated Recording
Automatically capture the interview without requiring manual recording controls. Video is uploaded in 30-second chunks during the interview and assembled into the final recording.
AI Evaluation & Insights
Generate comprehensive candidate scoring and feedback, giving recruiters structured results to compare candidates more consistently.
Intelligent Interview Workflow
The platform turns the traditional interview process into an automated, end-to-end workflow.
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Upload Job Description
Recruiters upload the role's job description in PDF format. -
Generate Questions
AI analyzes the job description and generates relevant interview questions. -
Review & Customize
Recruiters can review, modify, and refine the generated questions before launching the interview.
Natural Candidate Interaction
Speech-to-Text
Text-to-Speech
Real-Time Communication
Supporting visual statement
Case Studies
We build exceptional software with a focus on clean code, agile processes, and remarkable user experience.
Powering Next-Gen Exam Prep Ecosystems with Gateflix
Scalable cloud infrastructure, live & recorded lecture delivery, and comprehensive digital test series built for high-stakes preparation.
- EdTech
Empowering Firearm Retailers with Automated FFL Checkout Solutions
Delivering frictionless dealer selection, real-time license validation, and end-to-end order orchestration tailored for high-compliance firearm e-commerce.
- Compliances
Championing Employee Wellbeing, One Team at a Time with Kinhub
Empowering modern workplaces with proactive coaching, specialized mental health and family care consultations, and streamlined corporate wellbeing workflows.
- EdTech
Initialize Partnership
Submit your details to access the full technical specification and architectural roadmap.
- Protocol V4.0 active
One Connected Platform for Smarter Customer Relationships
Bring customer data, interactions, sales activities, and service workflows together in one intelligent CRM platform. Centralize customer information, streamline day-to-day operations, automate repetitive processes, and turn customer activity into actionable insights that help teams build stronger relationships and drive growth.
360°
CUSTOMER VISIBILITY
1 PLATFORM
CONNECTED WORKFLOWS
24/7
PROCESS AUTOMATION
Core Technical Capabilities
Customer Management
Maintain a unified view of customers, prospects, interactions, and relationship history.
Sales Pipeline
Organize opportunities, manage follow-ups, and give sales teams visibility into the customer journey.
Workflow Automation
Automate repetitive tasks and streamline processes across sales and customer operations.
Analytics & Insights
Convert customer and business activity into reports and insights for better decision-making.
Connected Customer Lifecycle
Give teams a complete view of the customer journey through every stage of the relationship.
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Capture
Bring customer and prospect information into a centralized CRM environment. -
Engage
Track interactions and activities across the customer relationship. -
Qualify
Organize prospects and opportunities based on your business process.
Intelligent CRM
Intelligent Data
Automated Workflows
Smart Insights
Assisted Decision-Making
Case Studies
We build exceptional software with a focus on clean code, agile processes, and remarkable user experience.
Powering Next-Gen Exam Prep Ecosystems with Gateflix
Scalable cloud infrastructure, live & recorded lecture delivery, and comprehensive digital test series built for high-stakes preparation.
- EdTech
Empowering Firearm Retailers with Automated FFL Checkout Solutions
Delivering frictionless dealer selection, real-time license validation, and end-to-end order orchestration tailored for high-compliance firearm e-commerce.
- Compliances
Championing Employee Wellbeing, One Team at a Time with Kinhub
Empowering modern workplaces with proactive coaching, specialized mental health and family care consultations, and streamlined corporate wellbeing workflows.
- EdTech
Initialize Partnership
Submit your details to access the full technical specification and architectural roadmap.
- Protocol V4.0 active
AI-Powered Assessments Built for Smarter Evaluation
An end-to-end assessment platform designed to help organizations create, manage, and evaluate examinations at scale. Generate tailored questions with AI, manage assessments across multiple organizations, automate candidate evaluation, and deploy custom-trained AI models aligned with your organization’s content, domain knowledge, and assessment requirements.
AI-Generated
TAILORED QUESTIONS
100%
AUTOMATED EVALUATION
Multi-Org
SCALABLE ASSESSMENTS
A Scalable Assessment Engine Powered by AI
AI Question Generation
Generate tailored assessment questions based on the requirements, subject matter, and evaluation objectives defined by your organization.
Multi-Tenant Assessment Management
Create and manage assessments across multiple organizations, teams, or business units while maintaining a scalable platform structure.
Automated Evaluation
Reduce manual evaluation effort by using AI to assess candidate responses and deliver structured evaluation outcomes.
Custom AI Models
Give each organization the ability to use an AI model tailored to its own content, domain knowledge, and assessment requirements.
Intelligent Assessment Capabilities
Generate relevant, tailored questions using AI instead of relying entirely on manually created question banks. Create assessments that better reflect the role, subject, domain, or specific knowledge requirements of an organization.
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Automated Candidate Evaluation
Automate the evaluation process using AI to analyze candidate responses and produce structured assessment outcomes. -
Multi-Tenant Architecture
Support multiple organizations within a single assessment platform, enabling each tenant to manage its own assessment requirements and workflows.
Intelligent Assessment Workflow
Define Assessment Requirements
Generate Questions
Create & Manage Assessment
Candidates Complete Assessment
Case Studies
We build exceptional software with a focus on clean code, agile processes, and remarkable user experience.
Powering Next-Gen Exam Prep Ecosystems with Gateflix
Scalable cloud infrastructure, live & recorded lecture delivery, and comprehensive digital test series built for high-stakes preparation.
- EdTech
Empowering Firearm Retailers with Automated FFL Checkout Solutions
Delivering frictionless dealer selection, real-time license validation, and end-to-end order orchestration tailored for high-compliance firearm e-commerce.
- Compliances
Championing Employee Wellbeing, One Team at a Time with Kinhub
Empowering modern workplaces with proactive coaching, specialized mental health and family care consultations, and streamlined corporate wellbeing workflows.
- EdTech
Initialize Partnership
Submit your details to access the full technical specification and architectural roadmap.
- Protocol V4.0 active
Intelligent Customer Conversations. Automated at Scale
Deploy AI-powered voice agents that engage customers through natural, real-time conversations while enforcing configurable guardrails for safe and controlled interactions. Connect your AI agents to customer knowledge bases, CRM systems, and custom tools, automate customer workflows, escalate complex interactions to human agents, and turn every conversation into actionable business insights.
99.999%
Uptime
<1ms
REAL-TIME LATENCY
SCALABLE AI AGENTS
An Enterprise Voice-AI Platform for Customer Engagement
Real-Time AI Conversations
Run the complete conversational loop—speech-to-text, LLM reasoning, and text-to-speech—in a latency-optimized real-time agent service.
Configurable AI Agents
Configure each agent's prompts, guardrails, voice, language/provider behavior, and integrations based on the customer-care use case.
Connected Customer Intelligence
Use MCP to connect agents with tenant knowledge bases, CRM systems, and custom tools, enabling agents to retrieve information and perform actions during conversations.
Business Insights & Analytics
Capture call events and structured outcomes to power analytics, compliance reporting, customer journeys, and operational dashboards.
Intelligent Customer Care
Give customers natural voice interactions powered by a complete in-process STT → LLM → TTS pipeline designed for low-latency conversations.
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Guardrails & Controlled Actions
Configure agent-level guardrails and control what agents can access or execute through connected tools and integrations. -
MCP-Powered Integrations
Connect tenant knowledge bases, CRMs, and custom business tools through a universal MCP integration layer. -
Analytics & Business Insights
Convert call events and structured outcomes into operational metrics, compliance reports, payment/journey reports, and customer-care insights.
Natural Conversations
Listen
Understand
Respond
Act
Case Studies
We build exceptional software with a focus on clean code, agile processes, and remarkable user experience.
Powering Next-Gen Exam Prep Ecosystems with Gateflix
Scalable cloud infrastructure, live & recorded lecture delivery, and comprehensive digital test series built for high-stakes preparation.
- EdTech
Empowering Firearm Retailers with Automated FFL Checkout Solutions
Delivering frictionless dealer selection, real-time license validation, and end-to-end order orchestration tailored for high-compliance firearm e-commerce.
- Compliances
Championing Employee Wellbeing, One Team at a Time with Kinhub
Empowering modern workplaces with proactive coaching, specialized mental health and family care consultations, and streamlined corporate wellbeing workflows.
- EdTech