The Next Era of Embedded Systems
llmda was founded to ensure that the design intent and design implementation remain in sync and never drift apart.
The llmda Advantage
Design intent and implementation drift apart the moment they stop being checked against each other.
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Protect Revenue
A 6-month delay causes up to 33% revenue loss. We provide guardrails to ensure on-time delivery.
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Align HW/SW
With 84% of ASIC projects using embedded processors, the HW/SW interface is a key failure point. We ensure consistency.
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Optimize Engineering
Engineers spend 40% of their time on manual docs. Our platform cuts this by up to 90%.
Our Story
“We don't just provide a toolset; we provide a Single Source of Truth for the most complex engineering challenges on the planet.”
Thirty Years Of Observation
Founder Nagesh Gupta, a serial entrepreneur with leadership experience at HP, Cadence, Xilinx, and Lattice, recognized that a broken digital thread often undermines even top-tier system design teams.

The 14% Problem
In 2024, only 14% of chips succeeded on the first attempt. This failure stems from the complexity of large, global teams producing inconsistent data rather than a lack of effort.

A Golden Opportunity
llmda.ai leverages GenAI to ensure development artifacts remain perpetually aligned with a designer’s original intent, prioritizing building the right product over simply building faster.

Our Core Values
Empowering The Expert
The industry is facing a critical shortage of specialized talent in chip design & embedded system design. We value the engineer’s time, building tools that automate the mundane so they can solve the impossible.
Timely, Consistent Data
Customers report a 3x boost in workflow speed after adopting our AI systems.
Precision With Haste
We enable first-time & on-time success, ensuring products are built consistent with the original design intent.
Unified Development
We break down the silos between architecture, logic, and software teams, creating a "global thread" that eliminates the drift causing million-dollar defects.
Meet the Dream Team
We are a team of experts from EDA, Chip Design, Software and Generative AI:

Nagesh Gupta
Chief Executive Officer

Mahesh Umasankar
Chief Solutions Officer

Hal Conklin
Chief Commercial Officer

Rohan Mohapatra
GenAI Architect
Backed by Visionary Silicon Valley investors

