Tech Consultancy & Software Engineering

From Prototype to Production.
We Engineer the Difference.

Turn your idea into a scalable production system. Automate complex workflows. Build data pipelines and AI-powered products — end to end, built to last.

One shop.
Every layer of your stack.

We take ownership of the hard parts — so you can focus on the business.

🚀

Prototype → Production

You vibe-coded it and it works — but it won't scale. We refactor, re-architect, and harden your MVP into a robust production application built for real users and real load.

Code Rescue & Modernisation
⚙️

Workflow Automation

Got manual, repetitive, error-prone processes draining your team? We map the complexity, then build software around it — automating what humans shouldn't have to do.

Process Engineering
🔗

Data Pipelines & Engineering

From ingestion to transformation to delivery — we architect robust, scalable pipelines that handle volume, velocity, and complexity with reliability at the core.

Data Engineering
🤖

Agentic AI Solutions

We design and build AI agent systems that reason, plan, and act — integrating with your existing tools and workflows. Far beyond chatbots. Production-grade AI that delivers.

LLMs & AI Orchestration
🏗️

Full-Stack Product Development

From backend architecture to polished frontend — we build complete, scalable products and stay accountable for the entire delivery. One team. Total ownership.

End-to-End Delivery
📈

Scalability & Performance

Systems slowing under load? We diagnose the bottlenecks, redesign for scale, and ensure your software grows seamlessly alongside your business — without the firefighting.

Architecture & Optimisation
🛠️

DevOps & Engineering Culture

No CI/CD, no code reviews, no deployment standards? We modernise your entire engineering operation — from pipelines and infrastructure-as-code to the team rituals and delivery culture that FAANG-standard engineering teams run on. We don't just fix tools. We build the culture.

DevOps & Platform Engineering

Real-Time Package
Intelligence Platform

How we built a 5,000 rec/sec streaming pipeline with AI-powered event classification for a leading logistics operator — turning raw, unstructured events into clean, labelled, ML-ready data.

Logistics & Last-Mile Delivery AWS Cloud Streaming Data Agentic AI

The Challenge

A leading logistics operator was generating over 5,000 events per second across multiple operational systems — field devices, depot infrastructure, and customer-facing platforms. Data arrived unstructured, unlabelled, and inconsistent across sources. Downstream teams spent hours manually triaging records before anything could be actioned, creating critical lag in operational visibility and delaying exception resolution.

5k/s sustained event throughput across all sources
~0 manual data cleaning for downstream teams
Real-time exception detection replacing hours of lag
ML-ready labelled dataset in PostgreSQL from day one

Architecture

Multi-source
Events
API Gateway
Ingestion
Kinesis
Streams
Lambda
Processing
Bedrock
Classify
Bedrock
Agents
DMS
Migration
RDS
PostgreSQL

AI Classification Layer

Each event is classified in real-time by Amazon Bedrock before storage: delivery_success · delivery_exception · damage_report · delay_risk · customer_escalation. Bedrock Agents autonomously investigate flagged exceptions — cross-referencing route history and generating structured incident summaries for ops teams.

Stack Used

API Gateway Kinesis Data Streams AWS Lambda Amazon Bedrock Bedrock Agents AWS DMS RDS PostgreSQL EventBridge Step Functions SNS CloudWatch Python

Simple engagement.
Serious results.

No surprises. No hand-offs. Just clear process and consistent delivery.

1

Discovery Call

We understand your problem, goals, and constraints. No jargon — just an honest conversation about what you need and whether we're the right fit.

2

Technical Scoping

We map out a clear plan — architecture, timeline, and deliverables. You know exactly what you're getting before we write a single line of code.

3

Build & Iterate

We build in tight loops with regular demos. You see real progress, give feedback, and stay in full control throughout the entire build.

4

Ship & Support

We deploy, document, and hand over cleanly — or stay on as your long-term engineering partner. Your call, your terms.

Built different.
Delivered right.

We're not a generic agency. We're specialists in the hard problems — complex backends, messy data, and AI systems that actually work in production.

Every engagement gets senior-level thinking from day one. No hand-offs to juniors. No black boxes. Just clear engineering and honest communication.

100%

Senior engineers on every project, no exceptions

5+

Industries served across enterprise and scale-ups

AI

Native expertise in Agentic & LLM systems

E2E

Full ownership from scoping to production deploy

We've worked across sectors.

Complex problems exist everywhere. Our engineering principles translate across any industry.

Fintech & Banking Healthcare & MedTech Logistics & Supply Chain Retail & E-commerce Legal & Compliance Real Estate SaaS & Startups Professional Services Manufacturing Education & EdTech
Co-Build Programme

You know the problem.
We'll build the product.

The best software ideas don't come from engineers. They come from people who are deep inside an industry — who see the friction, the waste, and the gaps that nobody has fixed yet.

If you know a painful manual process that's crying out for automation, or you can see an opportunity that no one has looked at yet — you don't need to be a software engineer to act on it. You just need the right technical partner.

Bring us your domain expertise and a real problem. We'll turn it into a production-grade MVP. One initial investment can take you a very long way.

You Bring

  • Deep domain expertise
  • A real, unsolved problem
  • Industry network & early users
  • Initial MVP investment
  • The vision

We Bring

  • Full engineering & architecture
  • Idea to production build
  • AI & automation expertise
  • Technical roadmap
  • Long-term product ownership

AWS-native  ·  Platform-agnostic

AWS Cloud Native | Agentic AI | Modern Data Stack | Full-Stack Engineering | DevOps & Platform

Ready to build something real?

Whether you have a prototype that needs production-hardening, a manual process begging to be automated, or a product vision that needs a serious technical partner — we'd love to hear from you.

or
info@izaan.io