Enterprise Data Analytics &
Business Intelligence.
We don't just dump raw numbers into spreadsheets. We engineer custom Python ETL pipelines, centralized BigQuery warehouses, Triple Whale attribution models, and predictive ML dashboards to turn chaotic telemetry into absolute financial clarity.
Select your data architecture.
From real-time C-Suite Looker Studio dashboards and Google BigQuery data lakes to Python ETL automation, Triple Whale multi-touch attribution, and predictive ML models, select your requirement below.
Looker Studio Dashboards
Executive-level visual BI. We aggregate 20+ disconnected API data sources into a single, real-time command center built for C-Suite operational decision-making.
Triple Whale Attribution
Stop guessing on ROAS. We implement first-party pixel tracking and server-side webhook bridges to map the exact multi-touch customer journey of every sale.
Google BigQuery Warehousing
Centralized enterprise data lakes. We migrate isolated production databases into Google BigQuery, unlocking lightning-fast SQL queries across billions of rows.
Python ETL Data Pipelines
Extract, Transform, Load. We script secure, containerized Python architectures to pull messy legacy data, cleanse anomalies, and feed downstream warehouses.
Server-Side Tracking (CAPI)
Bypassing iOS 14 ad blockers. We route encrypted conversion events directly from your backend server to Meta, Google, and TikTok APIs with 9.8+ match quality.
GA4 & GTM Event Setup
Beyond basic pageviews. We configure Google Tag Manager to track granular custom e-commerce funnels, checkout interactions, and dynamic revenue triggers.
LTV & Churn Modeling
Predicting cash flow sustainability. We build mathematical regression models to calculate cohort LTV and flag accounts with high churn risk before cancellation occurs.
Snowflake Cloud Data Lakes
Uncapped compute isolation. We architect multi-cluster Snowflake warehouses, automating secure data sharing and cross-cloud analytics for global enterprise platforms.
Kafka Real-Time Streaming
Sub-millisecond event streaming. Deploying clustered Apache Kafka and Google Pub/Sub pipelines to ingest, serialize, and process millions of user events per second.
Customer Data Platforms (CDP)
Deterministic identity resolution. We configure Twilio Segment and mParticle to synthesize user interactions across mobile, web, and point-of-sale into single customer profiles.
dbt Data Modeling & CI/CD
Transforming raw warehouse data into modular tables. We engineer dbt SQL models, automated testing suites, and data documentation pipelines inside your GitHub CI/CD.
Predictive AI & Forecasting
Machine learning meets corporate finance. We train linear regression and neural models on historical metrics to forecast seasonal demand surges and cash depletion rates.
CRM Data Synchronization
Unifying sales and data lakes. We engineer API middleware forcing Salesforce and HubSpot to sync deal velocity, pipeline stages, and contact telemetry with warehouses.
LLM Unstructured Parsing
Transforming messy text into structured SQL data. We connect Anthropic Claude and OpenAI APIs to summarize 100,000+ support tickets and extract key churn signals.
Heatmapping & CRO Data
Visualizing user friction. We deploy Hotjar and Microsoft Clarity to track exact cursor movements, rage clicks, and scroll drop-offs to scientifically maximize conversions.
Marketing Mix Modeling (MMM)
Macro-budget optimization. We execute statistical Bayesian MMM (using Meta Robyn and Google LightweightMMM) to prove true offline and digital incrementality.
Cohort Retention Analysis
Tracking customer durability over time. We isolate user groups by acquisition month and marketing source to pinpoint exactly when, where, and why cohorts drop off.
Automated Financial Reporting
Eradicating manual spreadsheet chaos. We configure automated engines to ingest Stripe, QuickBooks, and ad platform billing to push net margins directly to Slack.
Inventory Forecasting
Syncing ERP inventory with predictive sales velocity. Prevent tied-up working capital and eliminate out-of-stock disasters during peak holiday trading windows.
Databricks Lakehouse Setup
Unifying data warehousing with AI workloads. We deploy Delta Lake architectures inside Databricks, enabling unified data governance, Apache Spark, and MLflow pipelines.
Tableau Enterprise Analytics
Sophisticated corporate visual intelligence. We build custom Tableau workbooks, calculated fields, and embedded dashboard portals for cross-departmental drill-downs.
Power BI Ecosystems
Microsoft Azure-native reporting. We structure DAX queries, Power Query ETL transformations, and row-level security (RLS) dashboards integrated with Microsoft 365.
ML Predictive Lead Scoring
Stop wasting B2B SDR hours on dead opportunities. We train classification models on closed-won history to score incoming leads by actual probability-to-close.
Analytical Database Replicas
Protect production databases from locking. We deploy isolated read replicas and columnar analytics engines (ClickHouse / Timescale) for real-time telemetry queries.
Apache Spark Big Data
Petabyte-scale in-memory computing. Deploying PySpark clusters to process massive distributed data jobs, stream transformations, and enterprise machine learning.
Incrementality & Attribution
Proving true causation over correlation. We design randomized geo-lift split tests and algorithmic Shapley value attribution models to kill ad-channel cannibalization.
Data Governance & Lineage
End-to-end data provenance. We deploy automated data cataloging (Atlan / Alation), audit schemas, and map table lineage from raw ingestion to the boardroom report.
AWS Redshift Warehousing
High-performance petabyte-scale cloud data warehousing. Automated cluster sizing, RA3 node concurrency scaling, and seamless Amazon S3 Data Lake query acceleration.
Data Quality & Observability
Catch broken pipelines before clients notice. We deploy Monte Carlo and Great Expectations validation gates, firing real-time alerts when null values spike or tables fail.
Reverse ETL & Activation
Push warehouse insights back to operational apps. We deploy Census and Hightouch to sync BigQuery LTV cohorts directly into Salesforce, Zendesk, and Klaviyo audiences.
Product Analytics (Mixpanel)
Mapping feature usage and activation milestones. We configure Mixpanel and Amplitude tracking taxonomy to identify exact product friction points and drive stickiness.
HIPAA & GDPR Data Vaults
Regulatory compliance for analytics pipelines. We build sub-millisecond pseudonymization and tokenization layers stripping PHI/PII before ingestion into data warehouses.
Boardroom Executive BI
Distilled executive clarity. High-impact single-screen views monitoring GAAP gross margins, customer acquisition cost (CAC) payback periods, and operating burn rates.
Fraud & Anomaly Scoring
Algorithmic loss prevention. We build streaming anomaly detection engines evaluating checkout velocity, IP reputation, and payment risk in sub-100ms before authorization.
Geospatial & Location GIS
Spatial market intelligence. We map customer density, retail trade radiuses, and territory revenue using BigQuery GIS and Deck.gl polygon mapping visualizations.
Apache Airflow DAG Ops
Automating mission-critical data jobs. We build Python Directed Acyclic Graphs (DAGs) on Astronomer / MWAA, handling dependency triggers, retries, and data SLA checks.
Supply Chain & Telematics
Logistics telemetry intelligence. We aggregate freight transit timestamps, GPS fleet tracking, and warehouse dwell hours into predictive delivery SLA dashboards.
VoC Sentiment Mining
Natural language sentiment scoring. We ingest Trustpilot reviews, Gong call transcripts, and support tickets to quantify consumer emotion and feature dissatisfaction.
Price Elasticity Models
Mathematical revenue maximization. We model price sensitivity curves across product categories, simulating revenue outcomes for margin and price hikes.
Vector Embedding Pipelines
Fueling enterprise GenAI applications. We build automated data pipelines generating dense vector embeddings and syncing them into Pinecone, Qdrant, and Milvus stores.
SaaS MRR / ARR Telemetry
Uncompromising SaaS metrics. We structure automated data models calculating Net Revenue Retention (NRR), Quick Ratio, Expansion MRR, and churn velocity straight from Stripe billing.
Omnichannel POS Sync
Connecting brick-and-mortar with e-commerce. We synchronize physical POS registers (Square / Clover / Lightspeed) with online Shopify orders into a single data lake.
Clickstream Snowplow Data
First-party behavioral analytics you 100% own. We deploy open-source Snowplow clickstream pipelines directly into your AWS cloud, free from third-party vendor sampling.
Synthetic Test Data Generation
Safe staging environments without compliance exposure. We generate statistically accurate synthetic datasets mimicking real production records for developer load testing.
RFM Customer Segmentation
Precision buyer clustering. We run Recency, Frequency, Monetary (RFM) K-means clustering on customer purchase histories to unlock high-intent VIP retention campaigns.
Ad Spend Audit & Waste Removal
Hunting negative margin acquisition. We cross-reference raw Meta/Google spend logs against warehouse COGS and refund rates to instantly prune budget-bleeding ad sets.
Semantic Layer Modeling
One single definition of revenue for the entire company. We configure Cube.js and LookML semantic layers so every analyst and department head gets identical metrics.
Global Data SLA Retainer
Full-scale outsourced data department. Dedicated squads of senior data engineers, 24/7 pipeline uptime SLAs, continuous pipeline optimization, and executive reporting.
Didn't find what you're looking for?
Have an unconventional legacy ERP database migration, fragmented multi-tenant data stream, or bespoke machine learning pipeline requirement? Speak directly with our lead data engineering architects.
Your out-of-the-box
analytics are lying to you.
Most agencies simply paste a Google Analytics tag onto your website and call it a day. Because of iOS privacy updates, ad blockers, and cookie deprecation, over 40% of your actual conversion events are dropped by standard browsers. You are making multimillion-dollar growth decisions based on fabricated figures.
The Omeiro Standard is mathematically different.
Our Data Scientists sit in the exact same channel as our Cloud Engineers. We do not rely on fragile client-side scripts. We engineer Server-Side CAPI architectures that ingest encrypted, first-party data directly from your backend servers and push clean event streams straight into BigQuery.
We build centralized, unblockable sources of absolute financial truth.
Server-Side Telemetry
Event Match Quality Score
The hidden cost of
fragmented data.
Every broken tracking pixel, siloed spreadsheet, and uncalibrated attribution window quietly incinerates capital. Enterprise data engineering is not an IT expense—it is a competitive financial lever designed to preserve margin and uncover hidden revenue.
Blind Ad Spend
Ad platforms take credit for organic sales, causing teams to scale negative-margin campaigns while starving truly profitable growth channels.
Isolated Silos
Marketing looks at GA4, sales looks at Salesforce, and finance looks at Stripe. Conflicting metrics paralyze boardroom decisions for weeks.
Silent Churn
Without predictive behavioral scoring, enterprises only discover customer dissatisfaction after subscriptions have already been canceled.
Inventory Glut
Guessing supply demand ties up working capital in slow-moving stock, while popular inventory runs dry during peak trading periods.
If we can't track it,
it mathematically didn't happen.
We do not accept vanity metrics or hand-waving estimates. If our elite squad of data scientists and cloud engineers cannot build a server-side ETL pipeline to prove the exact dollar origin of a conversion, the marketing channel is terminated. Bring us your most convoluted data challenges.
Data Engineering Methodology.
We eliminate guesswork. From raw API ingestion to centralized executive command centers, here is our 4-step data science framework.
Audit & Ingestion
We map every event origin across CRM, billing, and ad channels, deploying Server-Side CAPI and Kafka event streams.
Warehouse & Cleansing
We script Python ETL jobs and dbt models to standardize schemas, strip anomalous noise, and populate BigQuery/Snowflake.
Attribution & Modeling
We calibrate multi-touch attribution and machine learning algorithms (LTV forecasting, RFM clustering, and MMM media weights).
Visual BI & Activation
We deliver Looker Studio executive dashboards and deploy Reverse ETL to pipe audience segments back into live platforms.
Analytics & BI Case Studies.
Witness the financial power of clean, centralized telemetry. Here is the verifiable impact of our recent deployments.
Aether: BigQuery & CAPI Transformation
Integrated Shopify, Klaviyo, and ad APIs into Google BigQuery via Python, restoring 44% of previously dropped iOS conversion events and boosting MER to 4.2x.
VanguardPay: Predictive Churn & LTV ML
Deployed machine learning models on Snowflake analyzing product telemetry, predicting high-risk client churn 60 days in advance and slashing ARR loss by 28%.
Why isolated marketers destroy tracking.
Hiring an external media buying agency that doesn't have an internal data engineering squad guarantees catastrophic reporting failures and budget waste.
Fabricated ROAS
Isolated agencies rely on Meta and Google dashboards, which notoriously double-count conversions. They claim credit for organic sales you would have acquired anyway.
The Engineering Gap
When marketers need advanced server-side tracking, they have zero capability to actually write the Node.js or Python code required to inject it into your infrastructure.
The Omeiro Solution
Our Data Scientists sit in the exact same channel as our Cloud Engineers. When we need a custom webhook or BigQuery extraction, our devs deploy verified code on the same day.
Deploying Full Ecosystems.
We do not offer fragmented services. We deploy a full arsenal of specialized in-house divisions, meticulously calibrated for the specific logic of your market vertical.
10 Core Divisions
8 Market Verticals
Built With Modern Tooling
We harness enterprise cloud warehouses, distributed streaming clusters, and analytical visualization suites to guarantee absolute data accuracy.
Google BigQuery
Cloud SQL LakeSnowflake
Data WarehouseLooker Studio
Visual BI HubPython ETL
Automated JobsApache Kafka
Live Streamingdbt Analytics
SQL Modeling$150M+
Revenue Scaled
99.9%
Attribution Precision
45+
Enterprise Retainers
100%
IP & Pipeline Transfer
Data Analytics & BI FAQ
GA4 only tracks web session events. It is completely isolated from your Stripe subscription payouts, inventory cost-of-goods-sold (COGS), warehouse logistics, and Salesforce CRM deal stages. Custom BI dashboards built in Looker Studio or Tableau aggregate ALL disparate API endpoints into a unified executive command center, reporting on true Net Profit rather than vanity metrics.
Apple's iOS updates and modern browser ad blockers intercept third-party JavaScript tracking tags on the client's browser. With Server-Side Conversions API (CAPI), tracking events are captured directly by your cloud backend server (Node.js/Next.js/Shopify). Your server then transmits an encrypted, first-party payload directly to Meta and Google servers via server-to-server API, restoring over 40% of dropped conversion data.
You do. Omeiro operates on a strict 100% intellectual property transfer policy. All Python ETL scripts, dbt models, Airflow DAG schedules, BigQuery/Snowflake table definitions, and Looker Studio dashboards are developed directly inside your company's Google Cloud or AWS accounts and transferred fully upon sign-off.
We deploy automated in-flight tokenization and de-identification proxy layers. Sensitive identifiers (credit card numbers, social security numbers, and protected health information) are cryptographically hashed or stripped in sub-millisecond speeds prior to landing in analytics data lakes, ensuring compliance with HIPAA, GDPR, and CCPA standards.
Ready to Organize Your Analytics?
Connect with our senior data scientists and cloud architects today. We are fully prepared to audit your current data stack, engineer custom ETL pipelines, or formalize a mutual NDA.