Build durable AI capability, modernize platforms, and grow with confidence. MASIVIQ brings enterprise operators, architects, and engineers together to turn ambition into owned, lasting capability.
From a capability center to a focused GCC Cohort or senior leadership guidance, choose the scale and expertise your business needs.
Capability at scale
GCC
Build and strengthen your Global Capability Center.
Establish an AI-enabled GCC, or develop the capability of an existing center, with the architecture, engineering, governance and leadership to support long-term growth.
AI-enabledLong-term growth
GCC in practice
Shape the mandateAlign business priorities
Build capabilityEstablish the center
Scale with ownershipStrengthen your organization
Explore GCC
Define the mandate, operating model and delivery roadmap.
Build technology foundations and engineering practices.
Embed AI into workflows and develop internal expertise.
Establish governance and clear operational ownership.
A small, dedicated team assembled for the mission at hand. The cohort starts embedded alongside your people, working toward a shared outcome, and eventually becomes part of your organization.
Mission-focusedGrows into your organization
GCC Cohort in practice
Dedicated teamAssembled for your mission
Embedded togetherWorking alongside your people
Your organizationThe cohort becomes part of it
Explore GCC Cohort
Shape a focused team around a defined business mission.
Work within your priorities, workflows and delivery rhythm.
Bring architecture, AI, engineering and product expertise as needed.
Build together, share knowledge, and support the cohort’s transition into your organization.
Bring senior technology and product leadership into your business through fractional CXO advisory. Get practical guidance on AI, architecture, product direction and transformation, with an agreed focus and cadence.
Fractional CXOStrategic guidance
Advisory in practice
UnderstandClarify the priorities
GuideShape key decisions
EnableSupport your leaders
Explore Advisory
Turn business priorities into an actionable roadmap.
Review architecture, governance and investment decisions.
Guide product and transformation at key milestones.
Support internal leaders through ongoing executive reviews.
Build, Operate, Transform, Transfer, Sustain: an approach for developing capability and supporting its ongoing ownership, shaped to the engagement.
B
Foundation
Build
Turn the business mandate into a working foundation. Establish the team, architecture, engineering practices, and governance; use Foundry components where they fit and agree the first delivery milestones.
O
Delivery
Operate
Run delivery with clear responsibilities, quality standards, and operational controls. Manage integrations, performance, and cost in close collaboration with client teams.
T
Improvement
Transform
Modernize systems, introduce AI where it serves business priorities, and develop internal skills. Address post-quantum cryptography (PQC) readiness through cryptographic discovery, crypto-agility, and phased migration planning.
T
Ownership
Transfer
Prepare your organization to own and run the capability. Share knowledge, document systems, and transition responsibilities against agreed readiness and ownership boundaries.
S
Foundry + frameworks
Sustain
Continue improving with MASIVIQ Foundry and reusable frameworks. Evolve integrations, evaluations, and governance, and strengthen internal capability through an agreed support relationship.
From first build to lasting capability.
Domain experience
Expertise grounded in your world.
Leadership experience across regulated, data-intensive and connected industries.
Built by leaders who have operated enterprise technology, product, and transformation programs—not just advised on them.
Healthcare
Banking, Financial Services & Insurance
Telecom
Media
Internet of Things
Education
MASIVIQ Foundry
A unified AI foundation behind every engagement.
A reusable AI, data, governance, and integration foundation that accelerates delivery across MASIVIQ engagements.
Business LayerYour products and workflows
Business applications and customer experiences
Agent LayerOrchestration and knowledge
Agents, tools, memory, and business workflows
MASIVIQ IPReusable frameworks and services
Reference patterns, gateways, guardrails, and evaluation
InfrastructureYour technology environment
A modular foundation for model and cloud choice
Security · Governance · Observability
Security, data governance, policy controls, and observability across the architecture.
A shared foundation for enterprise AI.
Reuse the foundations
Reference agents, templates, and evaluation harnesses let teams focus on the workflows that make your business distinctive.
Connect models and tools
Gateway and integration components bring AI into enterprise systems with controls for access, usage, and cost.
Coordinate agents and knowledge
Shared frameworks support agent orchestration, knowledge access, and memory management.
Keep technology choices open
A modular architecture is designed to support multiple models and cloud environments as your requirements evolve.
MASIVIQ Foundry Platform — enterprise architecture view.Click to view full size ↗
Clear ownership boundaries
Your organization controls its platform, data, and business workflows; MASIVIQ retains its reusable framework IP. Applicable rights are defined in the engagement agreement.
MASIVIQ Foundry addresses security across architecture, development, AI workflows and deployment. Our approach draws on recognized security frameworks and applicable privacy and regulatory requirements, with controls shaped around your enterprise standards and operating environment.
Identity, Access & Data Protection
Role-based access, model and tool permissions, encryption, audit trails, data minimization and retention controls form part of the Foundry security scope.
Secure Development & Assurance
SAST, DAST, software composition analysis, dependency checks and secrets scanning support development and release assurance, with agreed security review and remediation gates.
AI Governance & Oversight
Evaluation frameworks, traceability, human oversight and permissions help teams manage model, agent and workflow risks across the AI lifecycle.
Monitoring & Resilience
Operational coverage includes monitoring, vulnerability management, incident response, backup and recovery responsibilities within the agreed operating model.
Private & Isolated Deployment
Deployment options are shaped for private cloud, on-premises, restricted-network and air-gapped environments, including model hosting, approved data flows and offline update arrangements.
Regulatory Alignment & Evidence
Applicable privacy, cybersecurity, sector-specific and contractual requirements inform the control scope, data residency, retention and audit evidence agreed with the client.
Frameworks, standards & regulatory requirements
Our security approach is informed by recognized frameworks and applicable regulations, including:
Applicable controls, deployment arrangements and evidence are defined per engagement.
Ways to Engage
Five paths, shaped around your priorities.
Choose the path that matches your priority. Every engagement is scoped with you, delivered alongside your teams, and designed for ownership.
01
Build & Set Up an AI-Enabled GCC
Establish a GCC built for AI and business impact.
Build a Global Capability Center with AI embedded in its operating model from the outset. MASIVIQ helps define its mandate, shape the technology foundation, and establish the delivery capability to support product innovation and business operations.
How MASIVIQ helps
Align the GCC’s mandate and delivery roadmap with business priorities.
Design the architecture, engineering practices, and governance model.
Establish an embedded team with clear delivery responsibilities.
Plan how capability and operational ownership will develop within your organization.
Extend the strengths of your existing Global Capability Center with AI engineering and agentic workflows. MASIVIQ works alongside your teams to identify relevant use cases, integrate AI with enterprise systems, and build the skills and controls needed for ongoing operation.
How MASIVIQ helps
Assess AI readiness and prioritize use cases around business needs.
Integrate agents and AI workflows with existing systems and data.
Introduce reusable development frameworks, evaluation, and governance.
Develop internal expertise through joint delivery and knowledge transfer.
Modernization & Transformation for the Next Stage of Growth
Build the technology foundation for your next stage of growth.
Modernize the platforms and processes that support your business. MASIVIQ combines architecture expertise with hands-on delivery to address legacy constraints, connect fragmented systems, introduce AI where it can improve the way work gets done, and prepare security architectures for post-quantum cryptography (PQC).
How MASIVIQ helps
Assess architecture, integration constraints, and operational dependencies.
Define a phased modernization roadmap around business priorities.
Modernize applications and introduce AI into selected workflows.
Assess cryptographic dependencies and plan a phased transition to quantum-resistant, post-quantum cryptography (PQC).
Build the governance and team capability needed to sustain the changes.
Bring a product opportunity into delivery with experienced product leaders, architects, and engineers. MASIVIQ helps founders and established businesses define what to build, develop the product, and prepare for its continued operation and improvement.
How MASIVIQ helps
Define the product’s users, business problem, and initial scope.
Shape the product roadmap and technical architecture.
Build and refine the product with an embedded delivery team.
Prepare for launch, ongoing operations, and internal ownership.
Senior leadership expertise, at the level you need.
Access experienced executive guidance without establishing a full-time role for every need. MASIVIQ’s fractional CXO advisory helps leadership teams make informed decisions on technology, AI adoption, product direction, and transformation, with an agreed focus and cadence.
How MASIVIQ helps
Translate business priorities into a technology and AI roadmap.
Review architecture, governance, and major investment choices.
Guide product and transformation decisions at key milestones.
Support internal leaders with ongoing reviews and executive-level guidance.
MASIVIQ Technologies brings senior operators, product leaders, and architects directly into client engagements.
The team combines enterprise leadership experience with hands-on execution across complex, regulated, and connected businesses.
India
Mahendra Kumar D
Chief Executive Officer
Biography
A global business leader with nearly three decades of experience building and scaling organizations across technology, operations, finance, and shared services, including Global Capability Centers (GCCs). Known for his people-first leadership and strategic vision, he has also mentored founders across technology, AI, and fintech. As Co-founder and CEO of MASIVIQ, he drives enterprise growth, operational excellence, and AI-led GCC transformation, fostering high-performing teams and delivering sustainable business value.
“Building enduring organizations where people thrive, customers succeed, and innovation creates sustainable value.”
United States
Sheri Horwitz
Chief Product Officer
Biography
A product and technology leader with close to three decades of experience shaping product strategy, driving innovation, and translating complex business challenges into scalable technology solutions. With a strong focus on AI-powered innovation, product development, and customer-centric design, she brings a strategic approach to building solutions that deliver measurable business impact. As Co-founder and Chief Product Officer of MASIVIQ, she leads product vision and strategy for MASIVIQ Foundry, creating intelligent, reusable capabilities that accelerate GCC transformation, strengthen enterprise innovation, and enable organizations to scale with confidence.
“Creating products where intelligent innovation meets real business needs and delivers lasting impact.”
India
Manu Thomas
Chief Financial Officer
Biography
A global finance and business leader with over three decades of experience in financial strategy, business transformation, corporate governance, and organizational growth. Manu brings extensive expertise in enterprise financial management and the establishment, scaling, and transition of Global Capability Centers (GCCs), combining strategic insight with disciplined execution.
As Co-founder and CFO of MASIVIQ, he leads financial strategy, business planning, and governance, driving financial resilience, operational effectiveness, and sustainable long-term value creation. His focus is on building a strong foundation for growth while enabling clients to develop scalable, high-performing global capabilities.
“Driving sustainable growth through strategic financial leadership, disciplined execution, and long-term value creation.”
India
Lalith Kumar
Chief Operating Officer
Biography
An experienced operations and business leader with two decades of expertise in building scalable delivery models, strengthening governance, and driving operational excellence across complex business environments. With a strong focus on execution discipline, organizational effectiveness, and sustainable global operations, he brings a practical approach to translating strategic priorities into measurable outcomes. As Co-founder and Chief Operating Officer of MASIVIQ, he leads operational strategy, delivery governance, and execution excellence, enabling Global Capability Centers to scale efficiently, operate with confidence, and create enduring business value.
“Turning strategy into disciplined execution, operational excellence, and sustainable business outcomes.”
India
Lotika Kaul
Chief Growth Officer
Biography
A growth and business development leader with more than two decades of experience spanning sales, marketing, strategic partnerships, and market expansion. With a strong understanding of enterprise relationships and evolving customer needs, she brings a customer-focused approach to identifying growth opportunities and building long-term business partnerships. As Co-founder and Chief Growth Officer of MASIVIQ, she leads market expansion, strategic alliances, and revenue growth, connecting enterprises with MASIVIQ’s GCC transformation capabilities and helping organizations unlock new opportunities for innovation, scalability, and sustainable business impact.
“Creating meaningful growth through trusted partnerships, customer success, and opportunities that endure.”
India
Sarvana S Naidu
Chief Architect
Biography
An enterprise technology and architecture leader with over two decades of experience designing and modernizing complex technology ecosystems, building cloud-native platforms, and driving large-scale digital transformation. With deep expertise in enterprise architecture, Agentic AI, cloud technologies, and secure, scalable engineering, he brings a strategic perspective to connecting technology investments with business outcomes. As Co-founder and Chief Architect of MASIVIQ, he leads the architectural vision of MASIVIQ Foundry, creating reusable technology foundations that accelerate GCC transformation, strengthen engineering capabilities, and enable enterprises to innovate and scale with confidence.
“Architecting intelligent foundations where innovation scales, technology empowers, and business value endures.”
Advisory Board
Guided by global perspective.
Our advisors bring independent, senior perspective across industries and regions, helping shape MASIVIQ’s strategy, governance and responsible use of AI.
John Defeo
Former Private Equity Operating Partner and CTO
Mark Waterstraat
Executive Operator, Advisor, Board Member Executive Partner at Shore Capital
Krishnan Narayanan
CEO, Nihon Edutech Private Limited
FAQs
A few questions. Clear answers.
Understand how we work and where to begin.
Still have a question?
Tell us about your priority and our team will get back to you.
A GCC establishes a broader, lasting capability center. A GCC Cohort is a small, dedicated team assembled around a specific mission and embedded alongside the client’s people. The choice depends on the scope and capability you want to build.
Does the GCC Cohort eventually become part of our organization?
Yes. The cohort starts as an embedded team working alongside your people and eventually becomes part of your organization. The transition, responsibilities and arrangements are agreed for the engagement.
Can you work with our existing GCC?
Yes. We can help an existing GCC develop AI engineering capability, connect AI workflows to enterprise systems, strengthen governance and build internal expertise through shared delivery.
What does Advisory include?
Advisory brings senior technology and product leadership into key decisions. It can include fractional CXO support, AI and technology roadmaps, architecture reviews, product direction and transformation guidance, with an agreed focus and cadence.
How does MASIVIQ Foundry support the work?
Foundry provides reusable AI, data, integration and governance foundations, including reference components, templates and evaluation frameworks. These support delivery and ongoing improvement while teams focus on the workflows specific to your business.
How is BOTTS applied?
Build, Operate, Transform, Transfer and Sustain provide an approach to developing capability and supporting its ownership over time. The stages and responsibilities are shaped to the engagement. Sustain can continue through Foundry, reusable frameworks and an agreed support relationship.
Who owns the platform, data and business workflows?
Your organization controls its platform, data and business workflows. MASIVIQ retains its reusable framework IP. Applicable rights, transition responsibilities and support arrangements are defined in the engagement agreement.
How do we start an engagement?
Tell us your business priority and the outcome you want to achieve. Together, we shape the scope, team and working rhythm across GCC setup, AI capability in an existing GCC, modernization and transformation, product incubation, or fractional CXO advisory.
Start a Conversation
What are you working toward?
Tell us the outcome you are targeting. We’ll shape the right path, architecture, and delivery approach.
