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second is the first of the losers
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second is the first of the losers
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sankalpsthakur/README.md

Sankalp Thakur

control systems and enterprise systems are typically disjoint and today the translation is still often a person copying a number, then joining a call to explain why. at times meter data is conflicted, faults propagate through subsystems, spreadsheets outlive their authors && finance, controls and operations rarely agree.

this is an attempt to build the factory operating system. the path is classical and bounded: replay first, verify invariants independently, keep safety in {PLC, SIS}, require an operator before any consequential action. implementation details stay behind that boundary. ERP CRM SCADA MES MRP WMS OPCUA etc acronyms consolidated

At Transient Labs, we have two bounded engagements. a six-week product sprint: interface, full-stack, AI, evals, guardrails, production handoff. a four-week industrial energy and automation engagement: site-bounded baseline, opportunity register, control architecture, investable roadmap. book a free discovery

the same join fails upstream.

upstream merged PRs

transientlabs.ai · sankalp@transientlabs.ai · huggingface.co/sankalpsthakur · x.com/sankalpsthakur · kaggle.com/sankalpsthakur

schedule a call

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  1. transient-energy-ems transient-energy-ems Public

    Synthetic, read-only ISO 50001 energy-management demo: balance, hotspots, opportunities, M&V, simulation, benchmarking, reporting, and connector UX.

    JavaScript

  2. carbon carbon Public

    Open-source AI agent and MCP toolkit for auditable Scope 1/2/3 carbon accounting and decarbonization workflows.

    JavaScript

  3. scope3-calculation scope3-calculation Public

    Agentic Scope 3 quantification with traceable ingestion, factor mapping, data-quality scoring, versioned runs, approvals, and restatements.

    JavaScript

  4. transientlabs.ai transientlabs.ai Public

    Transient Labs website for industrial AI, energy systems, and auditable data infrastructure.

    MDX