AI Consulting
Adopt Claude Code, Cowork and API. Transform your workflow with AI automation.
- Claude Code & Cowork setup
- AI workflow integration
- Team training & adoption
- Custom automation solutions
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Data in Motion, Solutions in Flow
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Our Services
End-to-end data engineering solutions tailored to your business needs
ETL/ELT Pipelines
Turn raw data into actionable insights automatically. Reduce manual work by 80% and get real-time business intelligence that drives faster decisions.
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ETL/ELT Pipelines
Technical Specifications
- Apache Airflow & dbt
- Spark & Kafka streaming
- Delta Lake & Iceberg
- CI/CD automated deploys
Data Transfer Solutions
Move your data safely between any system—on-premise, cloud, or hybrid—without downtime. Eliminate data silos and unify your business intelligence.
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Data Transfer Solutions
Technical Specifications
- AES-256 encryption
- CDC & incremental sync
- Multi-cloud connectors
- Schema validation
Cosine Similarity Analytics
Discover hidden patterns in your data to predict customer behavior, detect fraud, and find opportunities your competitors miss.
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Cosine Similarity Analytics
Technical Specifications
- Vector embeddings
- TensorFlow & PyTorch
- FAISS & Pinecone
- Real-time inference
DDD Architecture
Build systems that grow with your business. Reduce technical debt, speed up development cycles, and lower long-term maintenance costs.
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DDD Architecture
Technical Specifications
- Event-driven design
- CQRS & Event Sourcing
- Kubernetes & Docker
- API Gateway patterns
AI Consulting & Modern Development
Transform your business with AI-powered solutions and modern development practices
Development Hours
Flexible development packages. Get senior-level expertise on demand.
- Monthly hour packages
- Full-time dedicated devs
- React/Vue/Nuxt/Node
- Cancel anytime
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Migration Projects
Modernize legacy systems. Zero downtime, guaranteed rollback.
- Vue 2 → Nuxt 4
- Monolith - Microservices
- Legacy → Modern stack
- Risk-free migration
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See how much time and money you can save with AI automation
Disrupt your data. Or be disrupted by it.
Transform your data infrastructure with thermodynamic principles. Join 200+ companies achieving unprecedented efficiency.
500TB+
Data Processed
High
Availability
< 50ms
Response Time
$10M+
Cost Savings
Advanced Analytics in Action
See how our algorithms identify patterns and correlations in complex data sets
User Behavior
Excellent correlation
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Product Affinity
Very Good correlation
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Market Trends
Excellent correlation
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Risk Patterns
Good correlation
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Real-Time Pattern Recognition
Our algorithms process millions of data points in real-time, identifying patterns and anomalies with mathematical precision.
93.7%
Accuracy Rate
< 50ms
Response Time
1M+
Events/Minute
Industry Benchmark Comparison
See how our algorithms perform against industry standards
Accuracy Rate
+8%
Response Time
+39.7%
Prediction Quality
+10.6%
Data Processing
+26.3%
Performance & Impact Matrix
Real results from real engagements — measured, not estimated
Measurable results across our core service offerings
Cost Reduction
Revenue Growth
Time Saved
Data Quality
AI Automation
-0%
+0%
0%
0%
Data Pipelines
-0%
+0%
0%
0%
Cloud Migration
-0%
+0%
0%
0%
Predictive Analytics
-0%
+0%
0x
0%
Impact:
ModerateStrongExceptional
Technologies We Master
Cutting-edge tools and platforms for modern data engineering
Apache Airflow
Workflow orchestration
Databricks
Unified analytics platform
Snowflake
Cloud data warehouse
Kubernetes
Container orchestration
Java/Kotlin
Backend development
Cloud Platforms
AWS, Azure, GCP
Apache Kafka
Stream processing
Docker
Containerization
Spark
Big data processing
Flutter/Dart
Cross-platform mobile & web
LangChain/CrewAI
AI agent orchestration
Pinecone/Weaviate
Vector databases & RAG
LLM Integration
OpenAI, Anthropic, local models
MATLAB/Simulink
Scientific computing & solvers
Core Languages
High-performance backend & systems programming
LLM Observability
Tracing, evaluation & monitoring for LLM pipelines
Research Operations
ResearchOps (RO)From MATLAB solvers to production pipelines. We operationalize research workflows so models ship, not stall.
Our Core Solutions
High-performance data architectures designed for enterprise scale
Legacy-to-Cloud Modernization
Architecture for large-scale data migration, focused on eliminating silos and technical debt from legacy systems.
Stability and drastic reduction in query response time (Query Performance).
Real-time Intelligence Pipelines
Continuous data flow engineering for real-time decisions, supporting high-density processing.
Minimal latency for predictive analytics and critical monitoring.
Cross-Platform Data Dashboard
Flutter-powered real-time analytics dashboard deployed to iOS, Android, and web from a single codebase, with native performance and offline-first architecture.
Single codebase serving 3 platforms with 60fps performance.
Enterprise RAG Knowledge System
Retrieval-Augmented Generation platform that indexes internal documentation, Confluence, and Slack to deliver precise, citation-backed answers to employee queries.
Reduced internal search time by 85% with 96% answer accuracy.
Autonomous Data Quality Agent
Multi-agent system that continuously monitors data pipelines, detects anomalies, diagnoses root causes, and auto-remediates quality issues without human intervention.
Zero-touch data quality with 99.7% pipeline reliability.
Deep Dive Engineering
We apply thermodynamic principles to complex systems — treating data flows like fluid dynamics to eliminate turbulence and maximize throughput. From embedded firmware to agentic AI platforms, this is how we engineer what others call impossible.
Enterprise18 months
WiFi 7 Firmware Development
Embedded Systems & IoT
Engineering real-time data processing for IEEE 802.11be — the protocol that enables 46 Gbps throughput with sub-microsecond latency. We solve the hard problems: Multi-Link Operation synchronization, 320MHz channel bonding, and thermal management in high-density antenna arrays.
< 0.8μs
latency
46 Gbps
throughput
40% power reduction
efficiency
100% IEEE 802.11be
compliance
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Research24 months
Quantum-Safe Data Processing
Cryptography & Security
Building post-quantum cryptographic pipelines for financial trading systems. When quantum computers break RSA, these systems keep running. We implement CRYSTALS-Dilithium and FALCON with crypto-agility — the ability to swap algorithms without downtime as NIST standards evolve.
NIST Level 5 · Post-quantum ready
security
< 2ms latency
performance
1M tx/sec
throughput
High availability
availability
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Safety-Critical30 months
Autonomous Vehicle Data Fusion
Automotive & AI
Real-time sensor fusion for Level 4 autonomous vehicles — merging LiDAR, camera, and radar into a unified world model with 10ms decision latency. When 4TB/hour of sensor data needs to become a life-or-death decision in milliseconds, every architectural choice matters.
< 10ms e2e
latency
99.99% detection
accuracy
ASIL-D certified
safety
150W total power
efficiency
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Enterprise4 months
Agentic AI Platform
Enterprise Automation & AI Agents
Building autonomous AI agents on ServiceNow and enterprise platforms — not chatbots that answer questions, but agents that resolve tickets, orchestrate workflows, and escalate intelligently. Multi-agent systems with MCP tool use, memory, and real human-in-the-loop governance.
70% ticket resolution
automation
5min → 30sec
speed
95% first-contact
accuracy
4.7/5 CSAT
satisfaction
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Enterprise3 months
RAG Pipeline for Enterprise Knowledge
AI & Information Retrieval
Production RAG that actually works — not a demo with 10 PDFs, but 10M+ documents across Confluence, SharePoint, Git repos, and Slack. Hybrid search with semantic + keyword retrieval, intelligent chunking, and the hardest part: keeping the index fresh as documents change hourly.
95% retrieval
accuracy
< 200ms query
latency
10M+ documents
scale
< 1hr sync delay
freshness
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Research6 months
JDK 25/26/27 Performance Engineering
JVM & High-Performance Computing
Unlocking the performance hidden in modern JDK — auto-vectorization analysis to find where the JIT compiler fails to SIMD-ify your hot loops, Vector API adoption for explicit SIMD control, and Panama FFI to eliminate JNI overhead. Real benchmark-driven optimization, not cargo cult tuning.
3x improvement
throughput
40% reduction
memory
Zero-copy FFI
ffi
50% faster (native)
startup
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Growth2 months
Kaggle-to-Production ML Pipeline
MLOps & Data Science
The gap between a Kaggle notebook scoring 0.95 AUC and a production system serving predictions reliably is enormous. We bridge it: feature stores, model versioning, automated retraining, drift detection, and serving infrastructure that handles real traffic — not competition datasets.
Hours not weeks
deployment
Fully automated
retraining
High availability
serving
< 1hr detection
drift
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Enterprise5 months
Real-Time Event Streaming Platform
Data Infrastructure & Event-Driven
Building the nervous system of a financial institution — real-time CDC from 200+ PostgreSQL databases into a unified Kafka backbone, processed by Flink for fraud detection, portfolio risk, and regulatory reporting. Event sourcing with exactly-once semantics at 2M events/sec.
2M events/sec
throughput
< 500ms e2e
latency
200+ databases
sources
Exactly-once
delivery
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Enterprise4 months
Cloud-Native Observability Platform
SRE & Platform Engineering
Replacing a patchwork of Datadog, Splunk, and PagerDuty with a unified OpenTelemetry-native observability stack. Distributed tracing across 300+ microservices, AI-powered anomaly detection, and SLO-based alerting that pages humans only when it matters — not at 3am for a non-critical retry spike.
300+ services
coverage
70% reduction
mttr
60% savings
cost
90% noise reduction
alerts
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Every Project Is Unique
We don't believe in one-size-fits-all pricing. Describe your challenge and we'll send you a detailed plan with a transparent quotation — no surprises, no hidden fees.
1
Describe Your Challenge
Tell us about your data infrastructure, pain points, or AI goals.
2
Receive a Custom Plan
We analyze your needs and deliver a tailored proposal with clear scope and pricing.
3
Start Building
Once aligned, we kick off immediately with dedicated support.
Ready to get started?
Schedule a free consultation or send us a message describing your project.
Frequently Asked Questions
Everything you need to know about DataTermodynamics and our services
Ready to Transform Your Data?
Let's discuss how DataTermodynamics can optimize your data flows and create efficient, scalable solutions for your business.
info@datatermodynamics.com | +1 (555) DATA-FLOW