Agnostic
End-to-End Data & AI Solutions. Built for Scale.
We design, build, and manage enterprise-grade data infrastructure for real-time analytics and machine learning pipelines to cloud-optimized architectures. Your trusted end-to-end data partner.
OUR APPROACH
A structured methodology proven across dozens of deployments. We deliver measurable results through technical excellence and operational discipline.
Discovery & Assessment
We analyze your data landscape, technical requirements, and business objectives to design the optimal architecture.
Implementation & Migration
Deploy infrastructure, build pipelines, and migrate data with zero-downtime strategies and comprehensive testing.
Validation & Optimization
Verify performance, tune queries, and ensure your system meets SLAs before full production rollout.
Operate & Evolve
Continuous monitoring, cost optimization, and iterative improvements to scale with your growth.
CORE CAPABILITIES
We deliver end-to-end data and AI solutions that scale. From high-performance data infrastructure to production-ready AI systems, our team brings specialized expertise across the full data and intelligence lifecycle.
Architecture & Deployment
Design and operate high-performance ClickHouse clusters. Cloud-native or on-premises, optimized for your workload and scale requirements.
- ✓ Cluster design & sizing
- ✓ Multi-region replication
- ✓ Backup & disaster recovery
- ✓ Security & access control
Data Engineering & Pipelines
Build reliable, real-time data pipelines with streaming ingestion, transformations, and UDF-based analytics tailored to your business logic.
- ✓ Kafka & streaming integration
- ✓ ETL/ELT pipeline design
- ✓ Custom SQL & UDF development
- ✓ Data quality & validation
AI Pipeline & LLM Integration
Connect your data infrastructure to large language models. Build reliable AI pipelines that feed production LLM applications with fresh, structured, and governed data.
- ✓ LLM-ready data preparation
- ✓ Embedding generation & storage
- ✓ AI feature pipelines
- ✓ Model inference logging & monitoring
Semantic Search & RAG Systems
Build retrieval-augmented generation systems grounded in your own data. Combine vector search with structured queries for accurate, context-aware AI responses.
- ✓ Vector index design & tuning
- ✓ Hybrid search (BM25 + semantic)
- ✓ Knowledge base ingestion pipelines
- ✓ RAG evaluation & quality scoring
USE CASES
Built for Real-World Challenges. From product analytics to AI-powered assistants, our solutions are proven across industries and data volumes.
SaaS & Product Analytics
CHALLENGE
Process billions of user events with sub-second query performance
SOLUTION
Real-time ClickHouse pipeline with Grafana dashboards tracking product metrics, user journeys, and feature adoption.
E-commerce & Retail
CHALLENGE
Analyze customer behavior and inventory across millions of transactions
SOLUTION
Streaming data warehouse with automated reporting on sales, conversion funnels, and supply chain optimization.
AI-Powered Assistants
CHALLENGE
Deploy internal copilots and customer-facing AI agents grounded in proprietary data
SOLUTION
RAG pipelines connected to live data warehouses, with guardrails, audit logging, and iterative quality evaluation.
Predictive Analytics & Forecasting
CHALLENGE
Anticipate demand, churn, and anomalies before they impact the business
SOLUTION
ML feature pipelines backed by real-time data, with model outputs served directly into dashboards and operational workflows.
PROOF
Results That Speak for Themselves. Real deployments. Measurable impact. Delivered by expert teams who understand both the technology and your business.
Real-Time Contextual Ad Engine
CHALLENGE
A programmatic advertising platform needed to match ads to page content and user profiles across 2B+ daily impressions in under 50ms — without relying on third-party cookies.
SOLUTION
Built an embedding-based matching pipeline: page content and ad creatives are encoded at ingestion, user interest profiles are maintained as real-time vector aggregates in ClickHouse, and nearest-neighbor search surfaces the highest-relevance ads at request time.
RESULTS
Global SaaS Platform
CHALLENGE
Legacy Postgres infrastructure struggling with 1B+ daily events, query timeouts affecting customer experience.
SOLUTION
Migrated to distributed ClickHouse cluster with streaming Kafka ingestion and optimized materialized views.
RESULTS
Stellar Blockchain
CHALLENGE
Need for real-time, performant analytics across all blockchain activity with high-velocity transaction data.
SOLUTION
Built comprehensive live analytics platform on ClickHouse handling full blockchain activity with sub-second query performance.
RESULTS
AdTech Platform
CHALLENGE
RTB infrastructure struggling with latency spikes, impacting bid performance and revenue optimization.
SOLUTION
Optimized ClickHouse for real-time bidding analytics with materialized views for audience segmentation and performance tracking.
RESULTS
TECHNOLOGY EXPERTISE
We contribute to the open-source solutions we provide. Modern data stack. Production-proven.
PRICING
LATEST PUBLICATIONS
Insights from our team on data engineering, AI, and modern analytics.
The Agnostic Advantage
Why Vendor Neutrality is the Future of Tech Consulting. The modern technology landscape is a complex tapestry of cloud platforms, proprietary software, and niche services.
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Read More →OUR PARTNERS
We are proud to be trusted by tier-one venture capital firms and strategic partners.
