Powered by ACE · Adeqo Context Engine

Precision starts with context.

When YAML doesn’t cut it:Adeqo creates Multiplayer Knowledge Graphs to Drive Enterprise Intelligence across growth, customers, communications, finance and operations.

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Built by Beyond Media Global.

Context is truth.

A code release breaks a conversion path; an LLM misinterprets your search data. The dashboard stays green, but your agents operate and hallucinate on flawed context. We protect the data layer that shapes AI outputs.

Most AI products are assembled from prompts, YAML workflows, MCP servers, and API orchestration. They move data between steps and forget it. None of them knows the Shopify customer and the HubSpot contact are the same person.

ACE resolves every business object into one typed knowledge graph. Next week a workflow reads the same node it read today.

Governance

One standard, from the ad account to the CRM

A launch that fails a check does not go live. Every override is logged.

Deterministic · Auditable
Intelligence

Answers no single system holds

A drop in Shopify revenue is read against Google Ads spend, HubSpot pipeline, Search Console demand, and brand citations in AI Overviews before anything is called a cause.

LLM-assisted · Reasoned over your data
AI Agents

Bounded workflows, run against the operating graph

Agents trace a drop in qualified leads back to the tracking change behind it, and escalate what they cannot resolve.

Deterministic · Auditable · Reversible

Twenty-four systems, one graph.

Paid platformsAds · Meta · TikTok · DV360Analytics & searchGA4 · Search Console · GTMCRM & commerceHubSpot · SalesforceWarehouseBigQuery · LookerAI answer surfacesChatGPT · PerplexityACEone operating graphper accountReportsRecommendationsValidationsAI agents
  • Paid platformsAds · Meta · TikTok
  • Analytics & searchGA4 · GSC · GTM
  • CRM & commerceHubSpot · Shopify
  • WarehouseBigQuery · Looker
  • AI answer surfacesChatGPT · Perplexity
ACEone operating graph per account
  • Validations
  • Recommendations
  • Reports
  • AI agents
Where the budget went
Google AdsMetaTikTokLinkedInSnapPinterestDV360
Events, queries, and tags
GA4Google Search ConsoleGTM
Lead source, stage, and revenue
HubSpotSalesforceShopify
Data the account already stores
Windsor.aiLookerBigQuery
Brand and competitor citations, per query
PerplexityChatGPTGoogle AI OverviewsClaude
Calls, and how they were handled
8x8AircallRingCentral
Orders, invoices, and billed revenue
NetSuite
How ACE works

Seven operating layers across the growth context graph.

  1. 01

    Business & Campaign Context

    Business objectives and KPIsCampaign blueprintsChannel taxonomyNaming conventionsAudience and market structureBudget architectureAccount-specific operating rules
  2. 02

    Signal & Tracking Integrity

    GA4 eventsGTM configurationGoogle Ads conversionsMeta Pixel + CAPICRM attributionSource / UTM integrityConversion-path validation
  3. 03

    Governance & Launch Readiness

    Blueprint complianceUTM validationLanding-page readinessPixel and event firingConversion-path checksApproval gatesLaunch decision and audit trail
  4. 04

    Paid Media Intelligence

    Budget pacingSpend anomaliesConversion volatilityCPA / ROAS movementCreative and ad set resolutionCross-channel performanceOptimization opportunities
  5. 05

    Search & AI Visibility Intelligence

    Organic demand signalsPriority queries and landing pagesTechnical SEO healthAI Overview visibilityChatGPT / Perplexity citationsBrand and entity visibilityGEO / AIO opportunities
  6. 06

    Business Intelligence & Reporting

    Performance roll-upsBusiness-impact interpretationCross-system signal correlationIssues, risks and opportunitiesRecommendations and next actionsExecutive and client narrativesHistorical context and trend analysis
  7. 07

    ACE Agents

    Investigate anomaliesValidate launchesDiagnose tracking failuresReview account healthDraft reporting narrativesRecommend corrective actionsCoordinate workflows across systemsEscalate what it cannot resolveRecord outcomes back into the operating graph

Run a sample Adeqo audit.

A snapshot of your site’s search structure, GEO readiness, and tracking, from the checks Adeqo runs on managed accounts.

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