All ServicesAutomation & Data
Engineering Discipline 05

Automation & Data

We turn manual business processes and fragmented data into self-healing automated workflows and sub-second analytics. Powered by Temporal.io, ClickHouse, and dbt — eliminating manual operational bottlenecks and scaling data throughput.

80%Operational Time Saved
Sub-secondAnalytics Query Latency
100M+Aggregated Records
0%Lost Event Transactions
Automation & Data
Durable Workflow State Machines & Columnar LakehouseLynByte Architecture Labs
Interactive Topology Visualizer

Automation & Data System Architecture

01 / INGRESSTLS 1.3
Global Edge CDN

Anycast routing, automated DDoS protection & SSL termination.

Latency: < 15ms global
02 / GATEWAYJWT / OIDC
Unified API Router

Rate limiting, token governance, schema validation & fallbacks.

Throughput: 50k req/s
03 / COMPUTEgRPC Mesh
Microservices Engine

Stateless Go & Rust containers with auto-healing pod replicas.

Autoscaling: 2 – 50 pods
04 / STORAGEMulti-AZ
Data & Vector Store

PostgreSQL primary + read replicas, Qdrant vectors & Redis cache.

Replication: Synchronous
ACTIVE TELEMETRY: Sub-50ms P99 latency target with zero layout shift.
ARCHITECTURE VERIFIED ✓
Overview & Architecture

Eliminate Repetitive Operational Bottlenecks

Finance, logistics, and operations teams waste thousands of hours manually copying data between disparate tools, auditing invoices, and reconciling records. We build durable distributed workflows that run without human babysitting, automatically retry transient failures, and provide instant business analytics.

Durable code-as-workflow engines (Temporal) guarantee that multi-step business transactions never drop state even if servers crash midway.

Core Capabilities & Modules
Module 01

Durable Workflow Automation (Temporal.io)

Mission-critical distributed workflows that manage long-running multi-step processes, automated approvals, and cross-system synchronization.

Deliverable:

Self-healing workflow pipelines with automatic retry states and idempotent activities.

Module 02

Intelligent Document & Invoice Extraction

Automated OCR pipelines that parse unstructured PDFs, purchase orders, and contracts into verified structured JSON records.

Deliverable:

End-to-end document processing pipeline with human-in-the-loop exception handling UI.

Module 03

Modern Columnar Data Lakehouse (ClickHouse + dbt)

Analytical data infrastructure capable of aggregating hundreds of millions of events with sub-second SQL queries and predictable cost.

Deliverable:

Reproducible dbt transformations, clean data marts, and automated schema migration guards.

Module 04

Real-Time Telemetry & BI Dashboards

Interactive business intelligence dashboards providing executive visibility into operational throughput, SLA bottlenecks, and revenue metrics.

Deliverable:

Live interactive dashboards with sub-second query caching and automated alerting.

Tailored Engineering Process

Automation & Data Delivery Workflow

A structured approach from business process mining to automated execution and analytical governance.

Active Phase Overview

Process Mining & Data Schema Audit

We map every manual touchpoint, data transformation, and approval gate in your current operational workflow to identify automation opportunities and schema definitions.

Verified Phase Deliverables:
Process Architecture Map
Data Flow Diagram
Automation ROI & SLA Projection
phase_01_blueprint.visual
Phase Verified
Architecture RFC & Threat Model
v1.0 Spec
Domain Boundary
Decoupled Microservices
Data Model
ACID Compliant + CDC
Protocol
gRPC / Protobuf / HTTP3
Threat Model
Zero-Trust IAM + TLS 1.3
// Technical RFC Acceptance Criteria
✓ Security audit: 0 high/critical vulnerabilities
✓ Target P99 latency threshold: < 50ms
STAGE: 01 OF 04LYNBYTE ENGINEERING VERIFIED
Tooling & Technologies

Enterprise technology stack.

Workflow Engines
Temporal.ioPythonGoAWS Step Functions
Data & Analytics
ClickHousedbtDuckDBApache ArrowPostgreSQL
Extraction & AI
FastAPIPandasPydanticOpenCV
Production Benchmark
80% operational cost reduction with 100% data parity

Automating multi-step claims, invoice reconciliation, and inventory tracking.

Contractual Deliverables

Standard deliverables included in every engagement.

100% Client Owned
Full Source Code

Production Monorepo & 100% IP

Fully documented, modular GitHub/GitLab repository with branch protection, automated CI/CD, and zero vendor lock-in.

Verified Contract Deliverable✓ Included
Complete Specs
Architecture RFC

System Blueprint & Schemas

Comprehensive domain modeling RFC, database entity relationship diagrams, and security threat model specifications.

Verified Contract Deliverable✓ Included
Interactive Docs
API Contracts

OpenAPI Spec & Developer Portal

Self-documenting interactive API portal with schema validation, mock endpoints, and TypeScript client SDKs.

Verified Contract Deliverable✓ Included
99.99% SLA
Observability

24/7 Grafana SRE Dashboards

Production telemetry monitoring latency, error rates, and saturation, coupled with automated PagerDuty alert policies.

Verified Contract Deliverable✓ Included
Work with LynByte

Ready to engineer your automation & data?

Connect directly with our studio leadership and principal architects to review technical requirements and schedule an initial RFC discovery session.