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Software · Data · Automation

Ideas to
working
systems.

Nurafinix Labs builds software, data solutions, and business workflows that solve practical operational problems. From analytics and integrations to custom applications, we deliver clearly scoped projects with working milestones, documented systems, and a handover your team can own.

Discuss Your Project →Explore Our Work
Clear ScopeWritten specifications

Every project starts with an agreed written scope: deliverables, milestones, and acceptance criteria defined before build work begins.

Working MilestonesProgress you can inspect

You see working software at agreed milestones — in a staging environment you can access — not status slides.

Documented HandoverYou own the result

Source code, documentation, and deployment instructions are handed over so your team can operate and extend the system.

01 · Core Capabilities

What we build.

Three practice areas, one standard: systems that solve a defined business problem, are tested against agreed criteria, and are handed over with documentation.

01Data Science & Applied Machine Learning

Analytics, forecasting, and decision-support systems.

We turn operational data into systems that support decisions — for example, forecasting to inform inventory planning, or dashboards and reports that help teams see performance trends. Models are evaluated against agreed criteria before they inform real decisions.

  • Data pipelines, warehousing & reporting (PostgreSQL, DuckDB, BigQuery)
  • Time-series forecasting, demand planning & predictive scoring
  • Document retrieval & search systems with source grounding
  • Model evaluation, drift monitoring & reproducible training pipelines
02Business Automation & Integrations

Workflows and integrations that reduce repetitive manual work.

Manual data entry, document handling, and moving information between disconnected tools create errors and slow operations down. We build automated workflows and API integrations that keep systems in sync, with human review where the stakes require it.

  • Event-driven workflow & state-machine orchestration
  • Structured document parsing & extraction pipelines
  • Bidirectional ERP, CRM, billing & database integrations
  • Error handling, audit trails & operator review queues
03Software Engineering & Backend Systems

Custom applications, APIs, and backend systems built to be maintained.

From customer-facing web applications to internal tools and backend services, we build typed, tested systems with clear structure and documentation — so the engineers who inherit them can understand and extend the work.

  • Full-stack web applications & internal tools (Nuxt, Vue, TypeScript)
  • REST & RPC API design, authentication & role-based access
  • Database modeling, query optimization & background jobs
  • CI/CD pipelines, containerization (Docker) & deployment runbooks

02 · Spec-Driven Method

How engagements work.

A straightforward process from first conversation to a system your team owns. Each stage ends with something concrete you can review.

  1. 01
    Discovery notes & problem summary

    Discover

    We start by understanding the business problem, the systems and data you already have, and the outcome you need — you do not need a technical solution defined before this call.

    Gate Shared understanding of problem & constraints.

  2. 02
    Project specification

    Define

    We agree the scope in writing: deliverables, milestones, acceptance criteria, and what is explicitly out of scope. You review and approve before build work starts.

    Gate Written scope & acceptance criteria agreed.

  3. 03
    Working software & test results

    Build & Validate

    We develop the system and make working increments available for your review where agreed. Each milestone is tested against the acceptance criteria before sign-off.

    Gate Milestone accepted against agreed criteria.

  4. 04
    Repository, docs & handover session

    Handover

    You receive the source code, documentation, deployment instructions, and a walkthrough so your team can operate the system. Ongoing support, if wanted, is scoped as a separate agreement.

    Gate Delivery signed off & walkthrough complete.

03 · Selected Work

Reference architectures & technical demonstrations.

These are not client case studies. They are illustrative system designs and working demonstrations that show how we structure problems and engineer solutions. Each item is labeled by its status.

REFERENCEReference Architecture

Demand Forecasting & Inventory Replenishment — Reference Architecture

  • Python
  • PostgreSQL
  • DuckDB
  • LightGBM / StatsForecast
  • Docker
  • FastAPI
Operational Problem
Multi-SKU operations can face stockouts and excess working capital when relying on static moving averages that ignore seasonality, lead-time variance, and promotion lift.
System Architecture
Automated daily ingestion pipeline (PostgreSQL + DuckDB) feeding time-series models, evaluated against rolling walk-forward backtests with drift alerts before any recommendation logic is enabled.
Verification & Status
Design target: a reproducible backtest harness comparing model accuracy against naive baselines across agreed horizons, before automated purchase-order recommendations are enabled.
REFERENCEReference Architecture

Document Extraction & ERP Reconciliation — Reference Architecture

  • TypeScript
  • Python
  • Pydantic
  • PostgreSQL
  • Redis Queues
  • REST Webhooks
Operational Problem
Operations teams can spend dozens of hours each week manually entering vendor invoices, purchase orders, and compliance documents into ERP and accounting systems.
System Architecture
Ingestion queue with OCR + schema-validated extraction, automated 3-way line-item matching against ERP records, and an operator review queue for items below a confidence threshold.
Verification & Status
Design target: validated extraction output with idempotent processing, retry handling, and audit logs recording every automated and human-reviewed field change.
REFERENCEReference Architecture

Internal Operations Console & Event API — Reference Architecture

  • Nuxt 3
  • TypeScript
  • Node.js / Nitro
  • PostgreSQL
  • Playwright
  • Docker
Operational Problem
Teams outgrow spreadsheet-and-glue-tool operations when concurrent users, role permissions, and complex state transitions cause silent data conflicts.
System Architecture
Strongly typed full-stack application with transactional PostgreSQL state machines, role-based access control (RBAC), optimistic UI updates, and automated end-to-end test gates in CI.
Verification & Status
Design target: latency and reliability criteria agreed in the project specification and verified during acceptance testing, plus generated API contracts.
LIVE DEMOWorking Demonstration

Interactive 3D Brand Visualization (Live on This Page)

  • Nuxt 3
  • Three.js
  • WebGL2
  • TypeScript
Operational Problem
A brand visualization that stays recognizable and performant — interactive where supported, with a static fallback when WebGL or reduced-motion settings apply.
System Architecture
Procedural Three.js scene implementing the Nurafinix ribbon mark: four selectable system-layer views, X-ray wireframe toggle, and offscreen pause. The three.js library loads only when the hero mounts.
Verification & Status
Working demonstration you can interact with on this page: drag to orbit, switch layers, toggle wireframe. Falls back to the static brand mark when WebGL is unavailable.
Discuss Your Project →

05 · Contact

Discuss your project.

Describe the business problem in your own words — you do not need a technical solution defined in advance. We reply by email.

Or email us directly

We read every enquiry and reply by email — no sales pipeline, no automated sequences.