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Platform Terminology

EM3A Glossary

Comprehensive definitions of key terms and concepts used in the EM3A AI project intelligence platform. Understand how AI Sentinels, the Specification Influence Window, Dynamic Opportunity Score, and other core features work together to give you early access to project opportunities.

Core Concepts

Fundamental platform concepts and capabilities

Commercial intelligence and execution

EM3A's category: signal detection before procurement, a workspace that retains market context, and governed AI Workers acting within user-approved scopes.

Commercial intelligence and execution for capital projects combines three layers into one loop: (1) Sense — Sentinels and Research investigate permits, filings, board agendas, registries, and local-language sources; (2) Remember — Signal Nexus keeps projects, organizations, people, and evidence connected in your workspace; (3) Execute — AI Workers research, qualify, discover contacts, and prepare outputs using that context. Workflow permissions and approval boundaries are set by your team, including the scope of authorized recurring work.

Capital project signal intelligence

The practice of detecting, verifying, and connecting early evidence of planned infrastructure, energy, commercial, and industrial investment before procurement.

Capital project signal intelligence is the layer of commercial intelligence that answers: what may be built, how credible the signal is, who is involved, and whether technical choices can still be influenced. It is EM3A's starting point — the sensing layer that feeds Signal Nexus and the governed AI Workers that act on it.

Signal Nexus

EM3A's connected workspace context linking projects, organizations, people, and evidence for research and commercial workflows.

Saved intelligence stays connected inside your workspace so later research, qualification, Project Chat, and briefs can use earlier findings. Source evidence and review status remain part of that context. More saved context can inform the next task; it does not guarantee that every outcome automatically improves a model or that every record is complete.

AI Sentinels

Scheduled research that looks for project evidence matching your configured market criteria.

Configure sectors, regions, project phases, and investment thresholds, then choose the available research schedule. Sentinels rerun that research and surface matching evidence for review. Sources can include government portals, regulatory filings, trade publications, and local-language reporting. Results depend on the sources available and the configured workflow; a schedule is not a guarantee of continuous monitoring or complete market coverage.

Specification Influence Window

An assessment of whether there is still room to influence a project's technical specification or a named procurement package.

EM3A combines the recorded lifecycle phase and date ranges with available specification evidence. The assessment identifies its scope, confidence, source-check date and recommended next action. Missing, old or contradictory information produces an unconfirmed or needs-review state. A source-grounded analysis can identify a named package whose decision differs from the overall project stage. The underlying score is a timing heuristic, not a probability of winning business, and is separate from your offering's fit and personal sales Pipeline stage. Recalculating saved dates does not discover new facts or prove a specification remains open. A decision interval is shown only when explicit supporting decision dates are available; announcement and construction dates alone do not establish one.

Platform Features

Tools and functionalities available in EM3A

Usage allowance

Platform currency powering AI operations including project searches, enrichments, stakeholder discovery, and sentinel monitoring.

Your usage allowance covers all AI operations on EM3A: project discovery searches, company and contact enrichment, document analysis, AI Sentinel monitoring cycles, and engagement plan generation. Each workspace receives an allowance for the period, and heavier operations draw on more of it. EM3A shows how much of the allowance remains rather than pricing individual actions.

Phase Transition Detection

Identification of changes in a tracked project's recorded development phase.

Updated source evidence can indicate a change such as Planning to Design or Design to Procurement. These changes help a team review timing and decide whether to investigate further. The assessment depends on source availability, record refreshes, and the configured workflow; review the evidence before treating a phase change as confirmed.

Stakeholder Intelligence

Research into the organizations, roles, and people involved in a project, connected to available evidence.

Relevant roles may include developers, asset owners, EPC contractors, engineering consultants, and specifying teams. EM3A connects available company and contact intelligence with the project context. Coverage, source quality, and freshness vary; a discovered role or contact is not automatically complete or verified. Check the source and current role before relying on it for a commercial decision.

EM3A Hub

Integrated workspace containing AI-powered tools for project research, contact intelligence, document analysis, and audience building.

The EM3A Hub is the central command center for all platform tools and capabilities. It includes: Project Chat for conversational AI research, Document Analyzer for extracting intelligence from tender documents and reports, Contact Intelligence for enriching decision-maker data, Company Intelligence for organizational research, and Audience Builder for creating targeted marketing lists. All tools share a common data layer and credit system for seamless workflow integration.

Metrics & Scoring

How projects and opportunities are evaluated

Dynamic Opportunity Score (D.O.S.)

A contextual 0–100 score that prioritizes projects against your business profile using 6 weighted factors.

The base score uses Offering fit (35%), Relevant capabilities (20%), Sales-stage fit (20%), Project scale (10%), Project timing (10%), Geographic fit (5%). These factors assess a coherent business offering, relevant capabilities, preferred sales stages, project scale, timing and geography. Evidence coverage is shown separately from priority. Closed opportunities and conflicting dates can limit the result. Optional AI analysis refines the selected offering’s fit when its context remains current. Stored project dates are reviewed nightly; this does not imply fresh external research or automatically advance a project phase. Scores are a prioritization aid, not a probability of winning or a guarantee of commercial relevance.

Project Lifecycle

Understanding project development phases

Project Phases

The five development stages tracked by EM3A: Announced, Planning, Design, Procurement, and Construction.

EM3A tracks projects across five distinct phases: (1) Announced — initial project disclosure or feasibility studies; (2) Planning — environmental assessments, permitting, and preliminary engineering; (3) Design — detailed engineering and specification development; (4) Procurement — RFP publication, tender evaluation, and contract awards; (5) Construction — active project execution. The greatest commercial value comes from engagement during Announced, Planning, and Design phases when specifications can still be influenced.

Ready to Put These Concepts into Action?

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