AI · 8 min
RAG in Production: What Actually Breaks at Scale
The unglamorous engineering that separates working RAG demos from reliable RAG products.
Code Dhristhi is a global software company helping ambitious businesses turn ideas into powerful digital products from AI-native platforms and enterprise software to mobile apps and cloud infrastructure.
Trusted by teams building serious software
Fifteen deeply-practised services under one senior team. Pick one — or let us assemble the right mix for your goal.
Bespoke platforms engineered around your business logic, not the other way around.
Learn moreHigh-performance web applications and marketing sites that convert.
Learn moreNative and cross-platform apps engineered for scale, security and delight.
Learn moreCustom AI systems: LLM apps, RAG, agents and computer vision — in production.
Learn moreAutomate operations, support and back-office work with intelligent agents.
Learn moreCloud architecture, migration and FinOps on AWS, Azure and Google Cloud.
Learn moreCI/CD, infrastructure-as-code, observability and secure release pipelines.
Learn moreProduct design that turns complex workflows into delightful experiences.
Learn morePerformance marketing that compounds — content, paid, lifecycle and analytics.
Learn moreTechnical SEO, content and authority-building for durable organic growth.
Learn moreEnterprise WordPress and headless WP builds that are fast, secure and easy to edit.
Learn moreCustom and Odoo-based ERP that fits how your business actually runs.
Learn moreCustom CRM and HubSpot/Salesforce implementations tailored to your sales motion.
Learn moreREST, GraphQL and event-driven APIs that scale — with docs developers love.
Learn more24/7 monitoring, SLAs and continuous improvement for mission-critical systems.
Learn moreSix commitments we make on every engagement — and hold ourselves to publicly.
The people who scope your work are the people who ship it. No junior-heavy hand-offs.
Two-week sprints, weekly demos, and quality gates that catch problems before you do.
OWASP, SOC 2 and ISO 27001-aligned practices baked into every codebase from day one.
4+ hours of overlap with UK, EU, US and Australian time zones — real conversations, not just tickets.
You own the IP. We're paid to move your KPIs, not to bill hours.
Every project benefits from our AI practice — from developer productivity to product features.
From regulated healthcare to high-scale ecommerce — we bring pattern recognition earned on hundreds of shipped projects.
We use the languages, frameworks and platforms that survive vendor churn and scale with your business.
A six-stage process refined across hundreds of engagements. Transparent, measurable and outcome-driven.
We interrogate the problem, users, constraints and success metrics — then propose the shortest path to value.
Senior architects and product designers shape the system, the experience and the delivery plan.
Two-week sprints, weekly demos, transparent boards. You steer as you learn.
Automated tests, code reviews, security scans and load tests baked into every merge.
Zero-downtime releases, observability, on-call and go-to-market support.
Continuous improvement, roadmap reviews, and a partner who's still there in year three.
Healthcare
A Scandinavian home-care provider needed to consolidate three legacy tools into a single platform for nurses, patients and administrators — while meeting GDPR and national e-health standards.
Finance
A UK wealth-tech startup wanted to launch an AI-assisted portfolio platform in 6 months, ready for FCA review.
Manufacturing & Logistics
An Australian 3PL was losing millions to unplanned downtime and manual dispatching across 14 warehouses.
Hospitality
A boutique hotel chain across the UK and Europe needed a unified booking, PMS and guest-app experience to compete with global brands.
Featured case study
A Scandinavian home-care provider needed to consolidate three legacy tools into a single platform for nurses, patients and administrators — while meeting GDPR and national e-health standards.
We designed and built a HIPAA/GDPR-ready platform: patient app, clinician workstation, and admin console, backed by an event-driven .NET microservices architecture on Azure with HL7 FHIR integrations.
"Code Dhristhi is the rare partner that thinks like an owner. They shipped in five and a half months what our previous vendor couldn't finish in a year — and it passed our FCA review on the first attempt."
"We interviewed nine agencies. Code Dhristhi were the only ones who asked us harder questions than our own board. The platform they built is now the backbone of our clinical operations."
"The team plugged into our processes on day one. Standups, retros, transparent Jira — it felt like a senior in-house team, not an outsourced vendor."
"Our marketing site went from a liability to our #1 sales asset. Conversion is up 22% and organic traffic tripled in nine months."
"Enterprise-grade craft with startup speed. That combination is rare — and worth every rupee, dollar and pound."
"Their AI automation programme saved my ops team roughly 60 hours a week within a quarter. The ROI conversation was over before it began."
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The unglamorous engineering that separates working RAG demos from reliable RAG products.
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