Enterprise Data, AI & Growth Engineering Practices
Beyond standalone CDP deployments, our practice groups deliver modular engagements across customer deduplication, dbt/BigQuery analytics engineering, rapid enterprise AI agents, and independent marketing/agency governance.
Customer Deduplication & Identity Resolution Architecture
We reconcile fragmented records across web, mobile app, call center, POS, and CRM silos into a persistent Golden Record using deterministic waterfall graphs and survivorship governance.
- 01E.164 Phone, Email & Device ID Normalization Engine
- 02Deterministic Multi-Hop Waterfall Identity Graph
- 03Attribute Survivorship & Consent Priority Governance
- 04Reverse ETL Master ID Sync to BigQuery, CDP & Ad Networks
Modern Data Stack, dbt Modeling & Executive BI Reporting
We transform raw, siloed data into governed BigQuery marts, modular dbt/Dataform medallion layers, FinOps-optimized queries, and board-ready BI cockpits.
- 01Centralized BigQuery Warehouse & Automated ELT Pipelines
- 02Modular dbt / Dataform Medallion Architecture (Bronze/Silver/Gold)
- 03Automated CI/CD Data Quality, Freshness & Schema Drift Tests
- 04C-Level Looker Studio / Metabase Cockpits & BigQuery FinOps
Rapid Enterprise AI, Autonomous Agents (MCP) & Workflow Automation
We deploy production AI agents and custom Model Context Protocol (MCP) infrastructure in weeks—connecting LLMs securely to your BigQuery warehouse, BI dashboards, and CRM.
- 01Custom Production Model Context Protocol (MCP) Servers
- 02Conversational Analytics ("Chat with Your Warehouse") Copilots
- 03Autonomous Document, Contract & Operational Agent Workflows
- 04Agent-Ready Web Infrastructure (llms.txt, RFC 9727 & Bot Auth)
Growth Engineering, Marketing Advisory & Agency Governance
We audit your media agencies with hard warehouse data, repair server-side conversion signals, and engineer CRM/lifecycle orchestration tied directly to net contribution margin.
- 01Independent Media Spend & Ad Agency Technical Audit
- 02Server-Side GTM, Meta CAPI & Enhanced Conversions Deployment
- 03Warehouse-Verified POAS / Net ROAS & Cohort LTV Attribution
- 04Lifecycle CRM Automation (Dengage, Braze, Insider, Meiro)
CDP Architecture, 7-Layer Data Quality & Privacy Audit
We independently audit and architect your Customer Data Platform (Meiro, BigQuery, Composable CDP) and Privacy-by-Design consent flows in a fixed 4-week diagnostic.
- 017-Layer Data Quality & CDP Maturity Scorecard
- 02Authorized Domain, Tracker & Consent Mode v2 Flow Sweep
- 03GDPR, KVKK & UAE PDPL Regulatory Gap Analysis
- 04Vendor-Neutral Reference Blueprint & 12-Month TCO/ROI Model
Enterprise Web, Cloud Architecture & AI-Native SEO Engineering
We engineer sub-second, multi-regional corporate platforms on Next.js and Cloud Run—hardened with Cloudflare WAF and optimized for both search engines and AI answer engines.
- 01Cloud-Native Next.js & Google Cloud Run Web Architecture
- 02Multi-Regional (TR/EN/AR) Technical SEO & Schema.org Graphs
- 03AI Answer Engine Optimization (GEO) & Markdown Content Negotiation
- 04Cloudflare WAF Crawler Governance & 95+ Core Web Vitals SLA
Our 4-Phase Delivery & Engagement Methodology
Whether engaging us for customer deduplication, dbt/BI reporting, CDP setup, rapid AI agents, or marketing/agency advisory, every project follows a rigorous 4-stage engineering cadence.
Independent Diagnostic, Data & Marketing Audit
Target: Organizations seeking an objective assessment of their data warehouse, reporting accuracy, CDP/MarTech setup, or media agency performance.
Deliverables: 7-layer data quality profile, conversion signal & consent sweep, agency/media efficiency review, GDPR/KVKK gap matrix, and 90-day action plan.
- 01Data Quality Profile
- 02Consent Flow Sweep
- 03GDPR/KVKK Gap Analysis
- 0490-Day Executive Roadmap
Architecture Blueprint, Data Modeling & ROI Design
Target: Teams requiring a clear technical schema and board-ready TCO/ROI validation before scaling data warehouse, identity, CDP, or AI investments.
Deliverables: Target system & data architecture diagram, deduplication & dbt data contracts, vendor-neutral tool shortlist, and 12-month TCO/ROI feasibility model.
- 01Target Architecture Diagram
- 02Vendor-Neutral Shortlist
- 0312-Month TCO & ROI Model
- 04Board Presentation Deck
Turnkey Setup, Engineering & Activation
Target: Enterprises ready to deploy production pipelines, integrate platforms, and launch revenue-generating scenarios rapidly.
Deliverables: Customer deduplication (Golden Record), BigQuery & dbt reporting marts, turnkey CDP/CRM setup, Server-Side GTM/GA4/CAPI deployment, and production AI/MCP agents.
- 01Meiro / BigQuery Deployment
- 02Deterministic ID Resolution
- 03Server-Side GTM & GA4
- 04Omnichannel Orchestration
Managed Support, Growth Advisory & Retainer
Target: Brands seeking continuous post-setup platform operations, new BI/AI/campaign deployments, and ongoing technical governance over agencies.
Deliverables: Ongoing technical support & maintenance (SLA), monthly C-Level growth & MarTech advisory, agency performance audits, FinOps cost control, and team enablement.
- 01Monthly Architecture Review
- 02Quarterly Roadmap Refresh
- 03Engineering Enablement
- 04Continuous Data Quality SLA