The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Connected data layer.
Electricals & Electronics
Connected data layer
The owner asks "what did we actually make, ship, and earn last month" and four people pull four spreadsheets that do not agree, because the data is trapped across Tally or SAP Business One, the marketplaces, the dealer DMS, the BOM and design files, the quality system, and Excel. Nobody trusts the number because nobody can trace it.
Who has it
Every segment relies on this; it is the foundation the rest of the work stands on, from switchgear and panel shops to cable and winding plants, LED and lighting makers, EMS contract builders and transformer, motor and pump makers.
What we build
Connectors and scheduled pulls into one source-linked layer (ERP, order book, BOM, channel and marketplace, quality, dispatch, finance) with every figure traceable to its source system, handling on-prem/VPN and cloud-egress constraints where they exist, sharpest for EMS where customer design data is access-controlled.
What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data for Connected data layer; it never owns the number, the approval, the promise or the decision.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
What changes day to day
One source of truth that updates on its own; hours of export-and-merge removed; every later dashboard, question, and alert stands on the same trusted base.
Illustrative outcome
One source of truth that updates on its own; hours of export-and-merge removed; every later dashboard, question, and alert stands on the same trusted base. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
How this one gets built.
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
Related builds
What tends to pair with this one.
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Find the one build worth funding first.
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