Production systems.
Engineered to run.

We design, build, and operate software that ships to production — payment platforms, data pipelines, and AI-backed services — with security and operability treated as product requirements, not afterthoughts.

In production

Platforms we operate

Live products under Taxel engineering ownership — not demos or concept decks.

Engagement

How we work with you

Scoped engineering engagements with clear ownership — architecture through runbooks, not slideware alone.

System design

Architecture for data flows, services, and integrations. We document constraints, failure modes, and deployment boundaries before writing production code.

Build & integrate

Application development, API design, model wiring, and integration with existing stacks. Delivery includes tests, environments, and handover materials.

Operate & observe

Logging, metrics, alerting, release process, and operational ownership for systems we run — including platforms such as CaQeh.

Secure by default

Access control, secrets handling, abuse resistance, audit trails, and review of AI/LLM attack surfaces where models are in the path.

Engineering library

Systems we build around

Reusable components we apply on client and internal work. Named modules, concrete jobs — not vague “AI magic.”

DataWeave

Data

Ingest, normalize, expose

Pipelines and schemas that turn fragmented sources into queryable layers for products and analytics.

SentimentCore

Language

Classification & extraction

NLP for intent, entities, and sentiment where text volume requires consistent automated triage.

ForecastX

Forecasting

Time-series prediction

Demand, risk, and trend models combining statistical baselines with modern sequence models where they earn their keep.

VisionAI

Vision

Detection & OCR

Object detection, document OCR, and anomaly checks for industrial and operational image streams.

DecisionEngine

Automation

Rules + model scoring

Decision flows with explicit business rules, model scores, and human approval steps where required.

Sentinel

Security

Model & API defense

Monitoring for drift, abuse, prompt injection, and data-quality regressions on model-serving paths.

Security & reliability

What we actually put in place

Controls matched to risk — not a certification wall of logos we have not earned for you.

Access & secrets

Least privilege, environment isolation, and secret management so credentials never live in repos or client bundles.

Abuse resistance

Rate limits, input validation, and defense against injection and prompt-manipulation where language models are exposed.

Observability

Structured logs, metrics, and alerts with clear ownership so incidents are detectable before customers report them.

Change control

Versioned releases, rollback paths, and audit trails for configuration and model updates in production.

Have a system to build or harden?

Tell us what you are running, what is failing, or what you need to ship. We respond from hello@taxeltech.com.