Applied AI consulting
Become AI native.
Lab 486 helps organizations adopt LLMs and realize the productivity gains in how they operate and how they build software.
The problems we work on
Modernization within reach
You carried the tech debt because a rewrite always cost too much. LLMs changed that math.
Processes ready to scale
Set up your workflows, environments and teams so LLMs multiply their output.
The right tools and controls
Choose the right tools and back them with the security, controls and data policies that let you adopt with confidence.
Productivity you can measure
Find where LLMs raise output and cut costs in your organization.
Solutions built for less
Build software with current agentic development techniques at a fraction of what the same projects once cost.
Who does the work
Samrit Sangal founded Lab 486 and does the work himself. He has built software for 18 years and leads LLM initiatives as a principal engineer at Assurant. Before that he worked on Microsoft Copilot Studio. More at samrit.io.