TnY Systems | Enterprise Data Engineering & AI Automation
ACTIVE PROTOCOL // AGENTIC DATA FABRICS

Architecting Data Fabrics for Agentic AI.

Modernize monolithic enterprise pipelines. We engineer low-latency, zero-trust cloud data fabrics that fuel autonomous workflows, streaming analytics, and custom AI agents without technical debt.

Zero-Trust Security
<15m Streaming SLA
Zero-Risk Free POC

Verified Implementation Partners

AWS
Snowflake
Databricks
OpenAI
live_mesh_stream.py
TELEMETRY_SYNC

End-to-End Latency

4.2ms (-88%)

Cluster Ingest

1.2M events/s

AGENTIC_KERNEL
Enterprise Cloud & Data Lakehouse Ecosystem 100% Native Integration
AWS MSK & GLUE / SNOWFLAKE HORIZON / APACHE ICEBERG / APACHE KAFKA / APACHE AIRFLOW / APACHE FLINK / DBT CORE / CLOUD / GCP BIGQUERY / AZURE SYNAPSE
AWS MSK & GLUE / SNOWFLAKE HORIZON / APACHE ICEBERG / APACHE KAFKA / APACHE AIRFLOW / APACHE FLINK / DBT CORE / CLOUD / GCP BIGQUERY / AZURE SYNAPSE
MEET TNY SYSTEMS

Innovate. Evolve. Revolutionize.

We replace brittle, high-maintenance data plumbing with deterministic cloud architectures built for speed, compliance, and autonomous intelligence.

PILLAR // 01

Identity

An elite technical consultancy and verified implementation partner for AWS, Snowflake, Databricks, and OpenAI. We deliver production-grade MLOps pipelines across US and Canadian enterprise markets.

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PILLAR // 02

Our Mission

We transform dormant, siloed enterprise data lakes into active intelligence through continuous observability, sub-second query telemetry, and automated algorithmic cleansing.

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PILLAR // 03

Leadership

Founded by Principal Architects with 20+ years of deep expertise in high-throughput ETL, Distributed Cloud Warehousing, and Enterprise Data Mesh engineering.

FOUNDER_ACCOUNTABILITY
SYSTEM SPECIFICATIONS

The TnY Framework

End-to-end cloud data architecture engineered for extreme throughput and audit-grade compliance.

01

End-to-End Cloud Modernization

We re-architect legacy monolithic setups (Oracle, on-prem SQL servers) to scalable cloud lakehouse architectures across AWS, Snowflake, and GCP. We eliminate proprietary lock-in, deploy spot compute orchestration, and parallelize ETL queries.

AWS Glue & MSK Snowflake Horizon Apache Iceberg
02

Governance-First Compliance by Design

Security and privacy cannot be retrofitted via prompt instructions. We bake deterministic Storage-Layer Security (SLS), dynamic row-level masking, automated PII redaction, and immutable audit logs directly into ingestion pipelines for full PIPEDA, CCPA, and SOC2 compliance.

AES-256 Encryption ca-central-1 Sovereignty RBAC Masking
03

AI-Ready Context & Semantic Mapping

You cannot build production AI on unstructured swamps. We build clean semantic translation layers (dbt / Model Context Protocol) that map business metrics to vector feature stores, cutting LLM token burn by up to 50% while boosting text-to-SQL accuracy over 95%.

MCP Protocol Vector Embeddings Agentic Loops

PROVEN FINANCIAL ROI

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0 %

Infrastructure TCO Reduction

By transitioning from proprietary licenses to open cloud lakes.

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Faster Pipeline Throughput

Slashing legacy batch billing windows from 48h to 6h.

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LLM Token Cost Savings

Via structured semantic metadata layers and vector pruning.

Air-Gapped Security

AES-256 encryption at rest and in-transit. Architecture designed for HIPAA, SOC2 Type II, and PIPEDA compliance.

Certified Partner Ecosystem

Validated architectures engineered to exact platform standards.

AWS Logo
Technical Autopsies

Architectural Execution.

Production-grade lakehouse deployments engineered by Principal Architects. Zero fluff. Pure OPEX & latency reduction.

Telecom Cloud Modernization

AWS Logo

Constraint: National cellular billing trapped in costly on-prem Oracle licenses. Brittle ETL pipelines forced 48-hour calculation delays.

Pipeline: Oracle DB Debezium CDC AWS S3 + Glue

48h → 6h

Processing Latency

-60%

Infrastructure TCO

Streaming Royalty Aggregation

Constraint: Music aggregator for 25k+ artists suffered 90-day latency from Spotify/Apple APIs, blocking real-time royalty payouts.

Pipeline: API Webhooks AWS MSK (Kafka) Snowpipe / Snowflake

< 15m

Data Lag (Down from 90d)

100M+

Events Processed Daily

Founder Accountability.

No offshore bait-and-switch. No bloated project management layers. You work directly with senior architects who write and stand behind your production code.

Founder-Led Delivery

The Principal Architects you consult with in your discovery sessions are the exact technical founders architecting your schemas and committing your production code.

  • Zero junior handoffs
  • Direct Slack / Discord engineering channels
  • Real-time architecture reviews
WARRANTY_BACKED

30-Day Bug-Free Guarantee

We stand behind our code. Any architectural anomaly or performance degradation identified within the first 30 days of production deployment is remediated immediately at zero expense.

  • Immediate hotfix SLA
  • Automated regression testing
  • Complete documentation and runbooks
ACTIONABLE RISK REVERSAL

Proof Over Promises.
Try Us Risk-Free.

We believe you should evaluate architectural excellence on your own data before signing a long-term retainer. Challenge us with your toughest data bottleneck.

PHASE_01

Discovery & Scope

We isolate your critical pipeline bottleneck and define strict quantitative success criteria.

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2-Week POC Build

We build a functional, production-ready prototype (pipeline, schema, or ingestion lake).

PHASE_03

Zero-Risk Outcome

If success criteria aren't met, you pay nothing. You retain all architectural artifacts.

NO CONTRACT REQUIRED // DELIVERABLES KEPT // ZERO FINANCIAL EXPOSURE
Our Latest Insights - TnY Systems
Knowledge Hub & Engineering Briefs

Our Latest Insights

Architectural autopsies, cloud cost-reduction frameworks, and field notes written directly by our Principal Architects.