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Reference builds

Industrial Growth Reference Builds

Working product flows and decision tools for industrial teams. Explore the evidence, inputs, and next steps behind each build.

01 / ShiftNode product workflow

EM3A: Capital Project Signals

A ShiftNode product workflow for verifying early project evidence, mapping stakeholder context, and preparing a governed commercial next action.

Inspect build
08 / Capability portfolio

Built by ShiftNode with representative data. A client-specific pilot would connect approved data, systems, controls, and review ownership.

02 — Capability index

Selected reference builds.

02 / Working reference build

SpecPilot: Product Specification Co-Pilot

A guided workflow that turns representative buyer requirements into ranked product options, tradeoff context, and a sales-ready brief.

Inspect build
Screenshot of SpecPilot showing guided product selection, ranked technical recommendations, spec pack details, and CRM-ready lead summary
03 / Working reference build

Signal Desk: Smart Intake

A progressive intake workflow that captures intent, reveals relevant questions, and prepares a cleaner routing and CRM handoff.

Inspect build
Screenshot of Signal Desk Smart Intake showing progressive lead qualification, live routing, and CRM-ready handoff context
04 / Working reference build

Material Carbon Lab

A reference workflow for comparing carbon, cost, availability, documentation, and specification tradeoffs with representative scenario data.

Inspect build
Screenshot of the Material Carbon Lab showing project assumptions, embodied-carbon outcomes, certification fit, and material decision signals
05 / Working reference build

DCS Modernization Twin

A guided readiness workflow for reviewing lifecycle exposure, upgrade paths, and illustrative business-case assumptions.

Inspect build
Screenshot of the DCS Modernization Twin showing legacy exposure, upgrade benefit, payback range, DCS inputs, modernization options, and business-case outputs
06 / Capability lab

Grid Compliance Scenario Simulator

A browser-based scenario lab for exploring AVR response, reactive power, and transient stability before formal engineering review.

Inspect build
Screenshot of the grid compliance and stability evaluator with contextual assessment forms for power systems engineering
07 / Capability lab

LLM Evaluation Workbench

A task-specific decision workbench for comparing model quality, latency, reliability, governance, and operating cost.

Inspect build
Screenshot of the AI model benchmarking dashboard with model rankings, quality scores, and cost analysis panels
08 / Capability lab

Apex Insight: Governed Decision Layer

A capability lab that connects approved commercial signals to source-linked interpretation, prioritization, and review-aware next actions.

Inspect build
Screenshot of the Apex Insight central AI brain dashboard with connected revenue, operations, risk, and recommendation signals
03 — Capability domains

Where these systems create commercial leverage.

01

Capital-project intelligence

Detect and qualify early project signals before formal procurement compresses the commercial window.

02

Technical sales and specification

Guide buyers through complex products, tradeoffs, evidence, and sales-engineering handoff.

03

Commercial intake and routing

Capture useful buyer context, reduce form friction, and prepare a cleaner CRM handoff.

04

Engineering decision support

Make scenarios, assumptions, and formal-review boundaries easier for technical and commercial teams to inspect.

05

Operational intelligence

Connect evidence, metrics, recommendations, ownership, and governed next actions in one decision surface.

From reference build to first deployment

Bring one real workflow. We’ll scope the smallest version worth shipping.

Use a reference implementation as the starting point, then adapt the data, controls, integrations, and acceptance criteria to your team.