All Divisions
AI, Analytics & Data Infrastructure

Instinctive
Data

AI solutions, data engineering, and business intelligence — the layer that powers every decision across every division. We build the pipelines, models, and dashboards that turn raw data into competitive advantage.

FocusAI, BI & Data Engineering
ApproachIngest, Model, Deploy
PlatformIMDataCenter
"Data without a model is just noise. A model without deployment is just academia. We build the full pipeline — from ingestion to business impact."
Instinctive Data
Engineering Philosophy

From source to signal.

Every engagement follows the same architecture — collect, clean, model, deploy, measure. Rinse, repeat, improve.

Ingest

Source identification, API connections, ETL pipelines, and real-time streaming.

Clean & Store

Normalization, deduplication, schema design, and warehouse architecture.

Model

Statistical modeling, ML training, feature engineering, and AI development.

Deploy

Model serving, API endpoints, dashboard builds, and production integration.

Measure

Performance monitoring, drift detection, retraining, and business impact tracking.

Intelligence at every layer.

From raw data infrastructure to production AI — we build the systems that make organizations smarter.
001

Data Engineering

Data pipelines, warehousing, and infrastructure — the foundation that makes everything else possible. Built for reliability, scale, and speed.

  • ETL / ELT Pipeline Development
  • Data Warehouse Architecture
  • Real-Time Streaming (Kafka, Kinesis)
  • Data Lake & Lakehouse Design
  • Data Quality & Governance
002

AI & Machine Learning

Custom AI solutions — from predictive models and recommendation engines to NLP, computer vision, and generative AI applications.

  • Predictive Modeling
  • NLP & Text Analytics
  • Computer Vision
  • Recommendation Systems
  • LLM Applications & RAG Pipelines
003

Business Intelligence

Dashboards, reporting, and analytics platforms that turn data into decisions — designed for executives, analysts, and operators.

  • Executive Dashboards
  • Self-Service Analytics
  • KPI Frameworks & Scorecards
  • Embedded Analytics
  • Automated Reporting
004

Analytics & Insights

Deep-dive analysis — cohort studies, attribution modeling, customer segmentation, and the kind of analysis that changes strategy.

  • Customer Segmentation
  • Attribution Modeling
  • Cohort & Retention Analysis
  • Market & Competitive Intelligence
  • Pricing & Demand Optimization
005

MLOps & AI Infrastructure

Production ML systems — model versioning, serving, monitoring, and the infrastructure that keeps AI reliable in the real world.

  • Model Training & Serving
  • Feature Stores
  • Experiment Tracking
  • Drift Detection & Retraining
  • GPU Infrastructure & Optimization
006

Data Strategy & Consulting

Data maturity assessments, roadmap creation, and organizational strategy — helping teams build the right data culture and capabilities.

  • Data Maturity Assessment
  • Technology Stack Selection
  • Data Team Building & Hiring
  • Data Governance Frameworks
  • ROI & Impact Measurement

Data that moved the needle.

Projects where better data infrastructure led directly to better business outcomes.
Data Engineering
Data Warehouse — From Zero to Production
Confidential — DTC E-Commerce
Built a modern data stack from scratch — Snowflake warehouse, dbt transformations, Fivetran ingestion, and Looker dashboards. Unified data from Shopify, Meta, Google, Klaviyo, and 8 other sources.
12Sources Unified
-75%Reporting Time
Business Intelligence
Executive Dashboard Suite
Confidential — Multi-Brand Retailer
Custom BI platform for a 15-store retailer — real-time sales dashboards, inventory forecasting, customer lifetime value modeling, and automated weekly reporting for C-suite and store managers.
15Stores Connected
Real-TimeSales Visibility
LLM / AI Application
Custom AI Assistant — Internal Knowledge
Confidential — Professional Services Firm
RAG-powered AI assistant trained on 10,000+ internal documents — contract analysis, policy lookup, and client research automation. Reduced research time by 60% across a 200-person team.
-60%Research Time
10K+Docs Indexed
Data Strategy
Data Maturity Transformation
Confidential — Healthcare Network
18-month data transformation program — maturity assessment, stack selection, team hiring support, governance framework, and phased implementation. Took the organization from spreadsheets to a full modern data platform.
Level 1→4Data Maturity
18 Mo.Transformation

Trusted with the numbers.

Organizations that trust us to build and manage the data infrastructure behind their most critical decisions.

Enterprise SaaS
Financial Services
Healthcare
Deep Tech
Logistics
Venture Capital
CPG / DTC
Beauty / DTC
Cybersecurity
Sports Analytics
Media Analytics
Entertainment

Every layer of the data stack.

Standalone projects, embedded data teams, or full platform builds.

Data Engineering & Pipelines

ETL/ELT development, warehouse architecture, streaming pipelines, data lake design, and quality frameworks.

AI & Machine Learning

Custom model development, NLP, computer vision, recommendation systems, and production ML deployment.

LLM & Generative AI

RAG pipelines, custom AI assistants, fine-tuning, prompt engineering, and enterprise AI integration.

Business Intelligence & Dashboards

Looker, Tableau, Power BI, and custom dashboards — executive reporting, self-service analytics, and embedded BI.

Analytics & Customer Intelligence

Segmentation, attribution, cohort analysis, LTV modeling, churn prediction, and marketing mix optimization.

MLOps & AI Infrastructure

Model serving, feature stores, experiment tracking, monitoring, retraining pipelines, and GPU optimization.

Data Governance & Compliance

Data catalogs, lineage tracking, access control, PII management, GDPR/CCPA compliance, and quality monitoring.

Data Strategy & Consulting

Maturity assessments, stack selection, team hiring, roadmap creation, and organizational data strategy.

Got data that should be working harder?

Whether you need a warehouse, a model, or a full AI platform — we'll start with what you have and build toward what you need.