Production‑ready AI for the real world

Industrial‑grade AI systems that turn data into dollars.

We build copilots and intelligence layers that plug into your operations — from refineries and asset fleets to retail and trading — delivering measurable impact: higher throughput, lower emissions, faster decisions.

Trusted expertise from projects with
Refineries Manufacturing Retail FinTech
RefinAI

Refinery Copilot • Soft Sensors • Fouling IQ

TejasPro

Project Ops • Automations • Analytics

QuantEdge

Algo Trading • Risk • Insights

LifeTrip AI

Adaptive Travel • Loyalty • Concierge

Flagship Products

A focused suite of platforms we already build and operate. Modular by design, API-first, secure by default.

Industrial

RefineryAI

Refinery copilot for real-time monitoring, soft sensing, fouling prediction, and economic optimization. Connects with historians (PI/Aveva), OPC, SAP.

  • • Soft sensors for critical quality parameters
  • • Fouling & tube life analytics (Packinox & S&T)
  • • Hierarchical asset intelligence & alerts
Ops

TejasPro

A modern project & operations platform with automations, analytics, and AI assistance. Built with FastAPI/React, JWT-secured, Docker-native.

  • • Tasks, subtasks, teams, labels, automations
  • • KPI dashboards and weekly highlights
  • • API-first, role-based access
FinTech

QuantEdge

Algorithmic trading and analytics with broker integrations (IG/IBKR), Pine alerts bridge, and risk tooling.

  • • Strategy orchestration & webhooks
  • • Position management & risk rules
  • • TimescaleDB, Redis, Celery architecture
Industry 4.0

Asset Performance Intelligence

Django/React platform for enterprise → refinery → unit → asset hierarchy; scheduled models and event-driven calculations.

  • • RUL, anomaly detection, RCA tools
  • • Emissions & energy KPIs
  • • Plug-ins for optimization & control
Travel

LifeTrip AI

Adaptive travel concierge with smart loyalty, demand forecasting, and AR/VR previews. Integrates OTA/GDS APIs.

  • • Personalized itineraries & wellness
  • • NFT-like loyalty & carbon scoring
  • • Realtime price & inventory insights
Retail

RetailX

AI-powered retail & e‑commerce stack for local businesses — smart loyalty, demand forecasting, and inventory intelligence.

  • • Personalized offers & gamified tiers
  • • Dynamic pricing & forecasts
  • • POS, billing & GST-ready integrations

What we deliver

End‑to‑end delivery across data, models, and UX — built to integrate with your stack on AWS or on‑prem.

  • ✅ Historian & SAP connectors
  • ✅ Soft sensors & forecasting
  • ✅ Fouling & corrosion analytics
  • ✅ Anomaly/RCA & recommendations
  • ✅ Control‑room dashboards & copilots
  • ✅ Secure APIs, RBAC, audit trails

Reference Architecture (AWS)

API Layer • FastAPI/Django
Front‑end • React/Tailwind
Data • PostgreSQL/Timescale
Cache/Queue • Redis/Celery
Orchestration • Docker/Compose
Messaging • Webhooks/PubSub
Observability • Prom/ELK
Security • JWT/OAuth2, WAF

Measured Impact

↑ Throughput

Operational windows expanded safely with AI‑assisted recommendations.

↓ Emissions

Energy intensity reduced via heat‑integration insights & fouling management.

$ Value

Real‑time economic dashboards quantify decisions in dollars.

Built by practitioners

We combine 13+ years in process industries with hands‑on full‑stack engineering. From Packinox heat‑exchanger analytics to algorithmic trading bridges, we ship systems that operate in production — not slides.

MEPEC & ADIPEC Presenter
Patents in AI & Hydroprocessing
4IR/Digital Awards Submissions

Engagement Model

  1. Discovery & architecture (1–2 weeks)
  2. Pilot integration & KPI baseline
  3. Production rollout & training
  4. Scale‑up, SLAs & continuous improvement

Ready to build your AI edge?

Tell us your targets — throughput, reliability, cost, customer growth — and we’ll map the shortest path to results.

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