Software Engineering & Prototypes

Products & Architecture

HadiTech designs focused software products aimed at eliminating diagnostic friction in high-throughput network and data center environments. All development statuses are represented transparently.

Status: Prototype in developmentRef: HADITECH-PRD-AI-OPS

HadiTech AI Ops

Intelligent Infrastructure Diagnostics & Operational Workspace

HadiTech AI Ops is being designed as an engineering companion for infrastructure and network operations teams. Rather than replacing human judgment, it augments site reliability engineers and network architects by rapidly contextualizing telemetry, correlating multi-device anomalies, and generating structured root-cause hypotheses.

Problem It Solves

Modern enterprise infrastructure generates millions of log lines and telemetry alerts per hour across distributed switches, hypervisors, and multi-cloud edges. During incidents, on-call engineers spend critical minutes manually parsing disjointed syslog buffers, correlating telemetry timestamps, and cross-referencing vendor documentation.

Proposed Solution

A unified operational console combining deterministic rules, local topology graphs, and constrained reasoning agents that synthesize raw telemetry streams into verifiable, human-inspectable incident runbooks and diagnosis briefs.

Proposed & Prototype Capabilities

Infrastructure Telemetry & Log Analysis
In Prototype

Context-aware parsing of structured and unstructured device syslogs, BGP transition notifications, and state change feeds.

Network Troubleshooting Assistance
In Prototype

Interactive diagnostic assistant guiding operators through ping/traceroute verification, interface CRC checks, and routing table validation.

Configuration Review & Semantic Diffing
Specification Phase

Automated policy inspection against syntax standards, syntax deprecations, ACL drift, and security best-practice benchmarks.

Multi-Device Event Summarization
In Prototype

Timeline consolidation of simultaneous interface flaps and spanning-tree reconfigurations across fabric tiers.

Human-Gated Remediation Playbooks
Planned

Verifiable operational suggestions with explicit dry-run steps and safety verification commands before operator sign-off.

Tool-Assisted Data Analysis
Planned

Integration interfaces for querying live telemetry endpoints, Prometheus metrics, and network time-series databases.

Intended Users:NOC Engineers, SREs, Data Center Architects
Future product initiatives will be published here upon passing technical architecture review.