The Conecta Engine translates different sources into the language of the business.

Skip to content CONECTA ENGINE · 02/03 The Conecta Engine translates different sources into business language.

The Conecta engine translates formats, links facts, and builds a foundation that Copilot and the other engines can query with source references.

Follow the narrative Full Conecta Engine overview CONECTA ENGINE DIAGRAM Business map Entities Entities represent recognizable business things. Events Events record what happened and when. Metrics Derived metrics show formula and period. Relationships Relationships show how facts connect.

The Conecta engine identifies what each record represents and links sources in the business map.

01 Data and documents Gather data, files and records. 02 Operational context Organize each data point in the business map. 03 Permissions and trust Make access follow the data. 01 · IDENTITY The Conecta Engine recognizes the same identity across sources.

IDs, currencies, time zones, periods and terminology rarely match across systems, even when they describe the same operation.

Identity across sources links compatible records. Original identifiers remain preserved. Conflicts stay visible until resolved. 01 ORDER WITH SOURCE IDENTIFIED CUSTOMER UNIQUE IDENTITY 01 · IDENTITY 02 · OPERATIONAL MODEL Entities, events, metrics and relationships form a map.

Customer, product, campaign, order and payment are no longer isolated lines and begin to occupy understandable roles.

Entities represent recognizable business things. Events record what happened and when. Relationships show how facts connect. 02 ENTITY EVENT METRIC RELATIONSHIP 02 · OPERATIONAL MODEL 03 · NORMALIZATION Each transformation preserves the path back to its source.

Reversible normalization maintains raw value, applied rule, formula and human confirmation available for review.

The Conecta Engine aligns currency and time zone while preserving the original input. Formulas identify the sources supporting the result. A human correction receives its own record. 03 SOURCE PRESERVED APPLIED RULE REVERSIBLE RESULT HUMAN CONFIRMATION RETURN PATH 03 · NORMALIZATION 04 · QUERY The map turns data into business questions.

Sales, campaigns, payments and costs come into the same consultation when identity, period and coverage are clear.

Each answer points to the sources supporting it. Derived metrics show formula and period. Gaps accompany the answer instead of being ignored. 04 BUSINESS QUESTION MAP RELEVANT EXCERPT 04 · QUERY 05 · NEXT LIMIT Access follows the formed context.

The access scope remains linked to each source after the context is formed.

The source remains linked to each fact. Coverage and confirmation remain visible. The next step is Permissions and Trust. 05 CONTEXT EFFECTIVE RULE 05 · NEXT LIMIT RELATIONSHIPS WITH SOURCE AND FORMULA A sale combines order, payment, fee and media without losing the source.

Reading relates the records and maintains visible formula, coverage and gaps without presenting the result as real statistics.

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Order and payment remain linked to the same sale.

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The fee comes with its source and billing rule.

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The media preserves campaign and period.

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The formula shows what's in and what's missing.

SOURCES THAT FORM THE MAP Revenue, media, operations and product describe parts of the same story.

The catalogue organizes commercial, financial and analytical sources for identity and for the relationships that support each reading.

Public catalog. Each connector page states its status and limits.

CUSTOMERS, CAMPAIGNS AND BEHAVIOR HS HubSpot PD Pipedrive RD RD Station MA Meta Ads GA Google Ads GA Google Analytics 4 UT UTMify PH PostHog GS Google Sheets ORDERS, PAYMENTS AND OPERATIONS AS Asaas OM Omie BL Bling CA Conta Azul MP Mercado Pago ST Stripe HT Hotmart KW Kiwify SH Shopify NEXT STEP The Conecta Engine applies access scope to each part of the map.

Understand how access, engines, agents and actions remain separate and explicable.

Explore Permissions and Trust Back to Data and Documents View full view of Conecta Engine View connector catalog