2900+
Professionals
Trained.
Designed for Impact, Not Dependency
Integrating
Integrating
AI Agents and Teams.
Engineering the shift.
We build the agents. We build the team. Then we step back.
Start a Conversation20+
Organisation
Shifted.
People are trying AI. Organisations are not changing.
75% of knowledge workers already use AI at work. Only 21% of organisations have redesigned any workflows to incorporate it. (Microsoft Work Trend Index, 2024; McKinsey State of AI, 2025)
AI agents are entering operations — handling workflows, making decisions, working alongside teams. The organisations that integrate them will outperform. The ones that do not will fall behind. But the gap between individual experimentation and institutional transformation is where value disappears.
The reasons are consistent
- AI is added on top of old processes, not built into new ones. Employees use ChatGPT on the side. The organisation's actual workflows — how decisions get made, how work moves between teams — remain untouched.
- No one owns the transition. Strategy consultants write the roadmap. IT builds the tools. But no one is responsible for changing how the organisation actually works day to day. The roadmap and the reality never meet.
- AI gets deployed, but no team is built to run it. Vendors deliver systems and leave. There is no internal team trained to manage the agents, no governance structure to oversee them, and no plan for what happens after launch.
- The people gap is growing, not shrinking. 49% of enterprise leaders say they cannot recruit the AI talent they need. Training investment is declining even as the demand for new capabilities rises. (Wharton/GBK Collective, 2025)
The result
Organisations invest in AI but never arrive at the operating model it demands — one where agents and people work as a single, integrated system.
Identify the gaps between strategy and delivery!
Start a ConversationThe MSTC Approach
Not Advisors. Not Outsourcers.
MSTC was built to bridge the gap between strategy and execution.
We lead with consulting to define where AI creates value - then enter with senior engineers to build, deploy, and operationalize production systems.
Once capability is embedded, we step back.
- No slide-only strategies.
- No long-term dependency.
- No disconnected delivery teams.
What We Do
Two Integrated Service Tracks That Bridge Strategy, Execution, and Long-Term Capability
AI Implementation Consulting
Defining What to Build and Why It Matters
AI initiatives fail when technology comes before clarity. MSTC helps leaders pinpoint where AI drives real business value, aligns it with strategy, and prepares people, processes, and governance— ensuring AI moves beyond experiments to scale responsibly and last.
Workforce & Organization Readiness
AI adoption needs new team capabilities. We help restructure roles, workflows, and upskill employees to confidently operate and govern AI.
AI Governance & Leadership Alignment
MSTC ensures clear ownership, aligned leadership, and robust governance, enabling accountable, risk-managed AI adoption across teams.
AI Technology Development
We build what matters and make it sustainable.
We design and deploy AI that drives real business impact, ensuring solutions are scalable, sustainable, and managed end-to-end by senior consultants and engineers.
Custom AI Development
From tailored AI models to MLOps pipelines and seamless data integration, we create solutions that solve specific business challenges while remaining adaptable and future-proof.
Optimization & Management
We continuously monitor, refine, and manage AI models to maximize performance, ensuring longevity, reliability, and measurable results without reliance on rotating teams.
How We Work
High-Impact AI Engagements
MSTC engagements are intentionally structured to move fast, reduce risk, and leave teams stronger than we found them.
Align
Clarify business goals, governance, architecture, and success metrics to set AI up for measurable impact.
Deploy
Design, build, and launch production-ready AI systems that solve real business problems.
Embed
Transfer knowledge, tools, and processes so teams can confidently operate and sustain AI internally.
Exit
Leave AI systems running, teams empowered, and ownership fully retained in-house.
Why MSTC
Why Enterprises Choose MSTC
01
Fast, Real Impact
Production-ready AI deployed in weeks, not drawn-out strategy cycles or endless slide decks.
02
Expert-Led Delivery
Senior practitioners guide every step, ensuring ROI, governance, and responsible AI are built in.
03
Teams Empowered
Knowledge, tools, and processes transferred so organizations succeed independently, without ongoing dependency.
Meet The Team
Meet the Minds Behind MSTC
Senior leaders, proven experts, and AI strategists driving real business impact delivering solutions, guiding teams, and shaping the future of AI adoption.
Avinash Kundaliya
Engineering Partner
Anisha Gyawali
AI Adoption Researcher
Alok Khatri
Chief Executive
Subash Dharel
Design Partner
Mridul Shrestha
Engineering Partner
Ishu Subedi
Design Partner
Saroj Gautam
Engineering Partner
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