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K Sagaa Ventures LLP

Cybersecurity, Agentic AI & Software Engineering Consultancy

Offerings overview

Who we are

Founded on 20+ years of experience building and scaling enterprise SaaS products in cybersecurity, analytics and AI. We bring hands-on leadership from large engineering organizations to teams that need it now.

20+
years in enterprise software
3
US patents in forecasting & data exploration
$50M+
annual revenue product line led at Qualys
100M+
patches deployed per year at Qualys

What we do

Six practice areas, one team.

Cybersecurity

  • Vulnerability, identity and agentic AI security for enterprise and SaaS teams.

Agentic AI

  • Design and deployment of autonomous AI agent systems for business workflows and automation.

Consulting

  • Senior technology leadership on demand, from strategy to delivery.

Software Engineering

  • Full-stack architecture, system design, and implementation for enterprise-grade applications.

AI/ML Training

  • Hands-on training programs for engineering teams on LLM integration, agent frameworks, and MCP.

Data Science & Forecasting

  • Time series forecasting and machine learning products, grounded in patented R&D.
  • Vulnerability & patch management advisory: program design, remediation prioritization, zero-downtime patch operations at scale
  • Identity visibility & access risk assessment: identity sprawl, over-privileged access, graph-based risk scoring
  • Agentic AI security: threat modeling, prompt-injection defence, and tool and data access controls for LLM agents
  • Agent system design and LangGraph / LangChain builds
  • RAG and LLM integration into existing products
  • Fine-tuning: LoRA, QLoRA and full fine-tuning
  • Evaluation, guardrails and production agent operations
  • Fractional CTO and engineering leadership for security and SaaS startups
  • Architecture reviews, monolith to microservices, secure multi-tenant SaaS on AWS and Kubernetes
  • Roadmaps, team scaling and technical due diligence

Software Engineering & Training

Software Engineering

  • Cloud-native services on AWS with Kubernetes, Docker and Helm
  • Event-driven systems with Kafka and Elasticsearch
  • Python and Java delivery with CI/CD and observability built in

AI/ML Training

  • LLM integration and RAG workshops for product teams
  • Building agents with LangGraph, from prototype to production
  • MCP servers and tool integration: connecting agents safely to your systems and data
  • Unified identity graph across cloud, SaaS and on-prem directories
  • Real-time risk scoring for over-privileged and dormant access
  • Agentic workflows that detect, explain and remediate identity risk

How we engage

1

Assess

  • Security, architecture or AI-readiness review
  • Findings and a prioritized plan in 2 to 4 weeks
2

Build

  • Fixed-scope delivery of agents, services or security tooling
  • Your stack, your repo, production-ready
3

Advise

  • Fractional CTO or retainer
  • Roadmaps, hiring, due diligence and executive escalations

Why K Sagaa

Enterprise scale

  • Experience running products that serve thousands of global customers and deploy 100M+ patches a year

Research depth

  • Patented machine learning and forecasting work, presented at international conferences

Security and AI together

  • One team that knows identity, patching, and how to build and secure LLM agents

Hands-on leadership

  • The founder is in the code, the architecture and the room, not just the proposal

Technology executive with 20+ years building and scaling enterprise SaaS in AI, analytics and cybersecurity.

  1. 2025 – PresentFounder & Principal Consultant, K Sagaa Ventures LLP

    Cybersecurity, agentic AI and software engineering consultancy. Building IVIP.

  2. 2022 – 2025Director of Engineering, Qualys

    Led the Remediation product suite (Patch Management & Mitigation) and a 50+ person org; $50M+ annual revenue; 100M+ patches/year.

  3. 2009 – 2022Sr. Manager, Engineering, SAS Research & Development

    Managed a 25-member team building ML and time series forecasting products; 3 US patents; monolith to microservices transformation.

M.Sc. Business Analytics, BITS Pilani | B.E. Mechanical Engineering, Pune University

Let's talk

Sagar Mainkar

Founder & Principal Consultant, K Sagaa Ventures LLP

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