We transform your fragmented data, marketing stack, and workflows into a revenue-generating architecture.
Customer deduplication (Golden Record), dbt & BigQuery BI reporting pipelines, CDP/MarTech advisory, turnkey setup and ongoing support, rapid enterprise AI agents, and independent marketing/agency governance.
Six Core Disciplines Across the Data, AI & Growth Value Chain
End-to-end engineering and executive advisory spanning customer deduplication, dbt/BigQuery analytics engineering, rapid MCP AI agents, and agency ROI governance.
Customer Deduplication & Identity Resolution
We reconcile fragmented web, mobile, call-center, POS, and CRM records into a persistent Golden Record using deterministic waterfall graphs and survivorship governance.
Modern Data Stack, dbt & 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.
Rapid Enterprise AI, MCP Agents & Automation
We deploy production AI agents and custom Model Context Protocol (MCP) servers in weeks—connecting LLMs securely to your BigQuery warehouse, BI tools, and internal APIs.
Growth Engineering, Marketing & Agency Governance
We audit media agencies against warehouse ERP truth, repair Server-Side GTM/CAPI conversion signals, and orchestrate high-retention lifecycle CRM flows.
CDP Architecture & 7-Layer Readiness Audit
We architect enterprise Customer Data Platforms (Meiro, BigQuery, Composable CDP) and Privacy-by-Design consent flows with vendor-neutral TCO governance.
Enterprise Web, Cloud & AI-Native SEO Engineering
We engineer sub-second Next.js and Cloud Run platforms hardened with Cloudflare WAF and optimized for both search engines and AI answer engines (RFC 9727 / llms.txt).
Solution Clusters & Verified Business Impact
Four core execution pillars spanning strategic advisory, turnkey engineering setup, and ongoing managed support
Customer Deduplication & CDP/CRM Setup
We reconcile duplicate records across web, mobile, call center, POS, and CRM silos via deterministic Waterfall & Survivorship rules—delivering turnkey CDP/CRM setup and ongoing operational support.
Modern Data Stack, dbt & Executive BI Reporting
We centralize siloed sources into BigQuery, engineer modular dbt / Dataform medallion layers (Bronze/Silver/Gold), and build C-Level Looker Studio & Metabase cockpits that eliminate conflicting spreadsheets.
Rapid Enterprise AI, Autonomous Agents (MCP) & Automation
Instead of multi-quarter R&D experiments, we deploy production AI agents, custom Model Context Protocol (MCP) servers, and 'Chat with Your Warehouse' copilots in weeks.
Growth Marketing Advisory & Agency Governance
We audit your ad agencies against warehouse ERP truth, repair Server-Side GTM / Meta CAPI conversion signals, and orchestrate retention-focused CRM/lifecycle automation.
3 Structural Bottlenecks Stalling Enterprise Growth
Buying software or hiring ad agencies rarely solves the root problem; aligning data, telemetry, and workflows inside a unified architecture does.
Duplicate Profiles, Siloed Channels & Reporting Chaos
When customer identities remain fragmented across CRM, e-commerce, call centers, and POS, Finance and Marketing bring conflicting revenue and cohort numbers to every board meeting.
Agency Blind Spots & Underutilized MarTech / CDP Stacks
Significant budgets go toward platforms and media agencies, yet broken server-side conversion signals, incomplete setup, and unowned automation flows prevent measurable ROI.
Stalled AI Pilots & Post-Facto Privacy Patching
Launching AI assistants or omnichannel campaigns without a governed dbt/BigQuery semantic layer and built-in GDPR/KVKK consent controls creates compliance exposure and hallucinated outputs.
Technology Alliances & Reference Stack
We do not resell software licenses. We provide vendor-neutral advisory, turnkey implementation, and ongoing managed support across cloud data, BI, AI, and MarTech ecosystems.
CERTIFIED IMPLEMENTATION PARTNER
CLOUD, BIGQUERY & AI ARCHITECTURE