What we build & operate
Services
Four service pillars. One approach — we engineer intelligence directly into your systems, so it works in production, not just in demos.
Pillar 01
AI & Machine Learning
Custom models, LLM integrations, computer vision, and AI-powered automation. We build systems that reason about your specific domain — not generic AI wrappers that hallucinate in production.
Case in point
"Auricorium's AI voice bot reduced our order confirmation time from hours to minutes — and accuracy hit 100%."
Fawad Ahmad — CEO, Milenow
Conversational AI Agents
AI voice bots that call vendors, confirm orders, follow up with customers, and push data into your systems in real time. Built for logistics, sales, and ops teams that can't afford manual calls at scale.
LLM Integration
GPT-4, Claude, Gemini — wired into your product via function calling, structured outputs, and RAG pipelines built on your actual documents, not generic corpora.
Vision & Inspection Systems
Real-time object detection, anomaly identification, and CCTV analytics for industrial, security, and operations use cases. Proven in production on Hybrid Clarity's asset platform.
Predictive Analytics & Forecasting
Churn prediction, demand forecasting, lead scoring, and maintenance prediction. Trained on your data, validated on your KPIs, deployed as APIs your team actually uses.
Custom ML Models
Classification, regression, and anomaly detection models. End-to-end: data prep, feature engineering, training, evaluation, and production deployment with monitoring.
Intelligent Chatbots
Retrieval-augmented chatbots that know your docs, your products, and your customers. Integrated with WhatsApp, Slack, web, or any custom surface.
Pillar 02
Data Engineering
ETL / ELT Pipelines
Airflow, dbt, Dagster — reliable, observable, and tested pipelines from every source to your warehouse. Built with retry logic, alerting, and lineage from day one.
Snowflake & BigQuery
Architecture, data modelling, cost optimisation, and governance for modern cloud data warehouses. Zero trust data — validated at every layer.
Real-time Streaming
Kafka and Flink pipelines for event-driven architectures. Sub-second latency for logistics tracking, financial events, and operational dashboards.
Data Quality & Lineage
Great Expectations, dbt tests, and lineage graphs. Know exactly where your data came from and trust every number in your dashboards.
BI & Dashboards
Metabase, Grafana, and custom React dashboards that surface the right numbers for the right people. GIS analytics and real-time operational views proven on SimVictus.
Data Platform Setup
End-to-end data platform design for teams moving off spreadsheets. Ingestion, transformation, storage, and consumption — one coherent architecture, not a pile of tools.
Your data infrastructure is the foundation everything else sits on. We build it to be fast, tested, and understandable — whether you're moving off spreadsheets or replacing a broken warehouse.
Real-time in production
Milenow's AI-driven ERP processes live order data across hundreds of daily shipments with zero manual reconciliation.
Pillar 03
Cloud & Backend
APIs, backends, and cloud infrastructure designed to scale. We choose the right tools for your actual problem — not the most impressive-sounding ones.
Proven at scale
Legend EHR: automated CI/CD pipelines → 40% faster deployments + 100% HIPAA compliance on AWS microservices.
API Design & Development
REST and async APIs with Django and FastAPI. Well-documented, versioned, and tested from day one. GraphQL where it makes sense.
Cloud Infrastructure
AWS and GCP — VPCs, auto-scaling, IAM, and cost-optimised architectures. Infrastructure as code with Terraform. Aurora DB, RDS, and managed Redis.
CI/CD & Containerisation
Docker and Kubernetes deployments. GitHub Actions, GitLab CI, and rollback protocols. Zero-downtime releases — as proven on Legend EHR's HIPAA-compliant delivery pipeline.
Microservices & Monoliths
Decompose the monolith. Or build the right modular monolith that scales. We'll help you choose — and explain the trade-offs before writing a line of code.
WebSocket & Real-time Systems
Socket.io and event-driven backends for live dashboards, chat, GPS tracking, and operational monitoring systems that update without polling.
Compliance & Security
HIPAA-compliant architectures, MFA, Zero Trust, and encrypted communications. From Legend EHR's patient data to Cytex's enterprise authentication — security is a layer, not an afterthought.
Pillar 04
Software Products & ERP
Centralized ERP Systems
Full-stack ERP platforms unifying HR, Finance, Assets, and Operations into one real-time system. Delivered for HealthTech (Legend EHR) and Real Estate (Sheranwala) — from data silos to one source of truth.
Healthcare Management Systems
HIPAA-compliant EHR platforms, hospital management dashboards, patient record systems, and clinical workflow tools. Built for dermatology, general practice, and multi-specialty environments.
Business Management Platforms
Booking engines, scheduling systems, invoicing, and client management platforms for service businesses. Callentra is our flagship — from manual chaos to fully automated operations.
Learning & School Management
LMS platforms, school management systems, student record management, attendance, exam administration, and parent-teacher communication — all in one digital platform.
Mobile Applications
iOS and Android apps for marketplaces, booking platforms, and enterprise tools. Zigy (iOS home services) and Cytex (enterprise MFA) are live examples — from concept to App Store.
Multi-Vendor Platforms
Full-featured e-commerce and marketplace platforms with vendor management, real-time inventory, payment integration, and analytics dashboards for operators.
We don't just build APIs — we build complete products. From ERP systems serving real estate groups in Pakistan to iOS apps live on the App Store, we own the full product lifecycle.
Delivered products
Our process
Four steps from brief to production.
Understand
We start with your problem, not a solution. Discovery call, scope definition, and a written brief — no consultancy fluff, no hidden fees.
Design
Architecture diagrams, data models, tech stack selection, and a delivery plan. You approve before a single line of code is written.
Build
Async-first delivery with weekly demos. 40+ specialists across AI, data, mobile, and cloud pull in as the scope demands. You see real progress every week.
Hand over
Full documentation, walkthroughs, and 30 days of post-launch support. You own the system — and you understand every part of it.
Industries we've shipped in
Eight verticals. One standard.
🏥
HealthTech & EHR
🚚
Logistics & Supply Chain
🏗️
Real Estate & ERP
🎓
EdTech & LMS
🔐
Cybersecurity
📱
Mobile Marketplaces
⛏️
Crypto & FinTech
🗺️
GIS & Analytics
Which pillar does your
problem live in? Let's find out.
Most problems touch two or three areas at once. We'll help you untangle the scope and propose the right starting point — with a team of 40+ specialists ready to build.