Search & Relevance
Search & Relevance
Production Search & Relevance without agency theater — Shriram IT Ventures delivery.
How we run Search & Relevance: discovery sprint → fixed scope or squad → launch checklist with runbooks.
Trusted by operators who need software that works on busy Mondays
Direct answer
What is search & relevance?
How we run Search & Relevance: discovery sprint → fixed scope or squad → launch checklist with runbooks.
Overview
Search & Relevance from Shriram IT Ventures is how we help product and ops teams ship reliable service software — discovery, build, launch, then iterate against KPIs you can defend in a board pack.
We’ve heard the same complaint from operators in Delhi NCR, Dubai, and the US: the demo looked polished, then broke the first busy Monday.
How we run Search & Relevance
Weekly demos replace status theater. If something is blocked, it shows up in writing within a day, not at the next steering committee. Delivery is remote-friendly from Greater Noida with clear English rituals for US, UK, UAE, Canada, Australia, and India stakeholders.
What typically ships
- Screens built for the people who run the process every day — not just the buyer who signed the SOW
- Integrations that still work when a vendor changes an API field without warning
- Logging, alerts, and a dashboard leadership will actually open
- On public pages: sensible IA, schema, and update dates so search engines (and AI answers) can cite you cleanly
Stack we lean on
Python, Next.js, Redis, PostgreSQL. Final choices follow your team’s skills and compliance needs. We won’t sell you a stack you can’t hire for in six months.
What we measure
On comparable work we’ve moved 6 weeks on checkout conversion on the redesigned funnel. Your baseline becomes the contract — we don’t invent vanity metrics for the website.
How to get a useful estimate from us
- Describe the problem in one plain paragraph
- List must-have integrations and who owns the data
- Name the 90-day success metric after launch
- Book a call — you’ll get a scoped range, not a theatrical quote
Last reviewed by the Shriram IT Ventures delivery team: 2026-08-06
What you get
Core services
Architecture, Core Web Vitals, CMS workflows, and launch checklists scoped to Search & Relevance — so you always know what ships next and why.
SEO-ready architecture
Hub-and-spoke URLs, schema, and internal links designed into Search & Relevance — not bolted on after launch.
Core Web Vitals budgets
LCP and interaction targets measured in CI on the templates that actually get traffic.
Editor-safe CMS
Your marketing team publishes without breaking layout, hreflang, or structured data.
Locale-ready UI
WCAG targets and RTL-aware layouts when UAE or India audiences are in scope.
Delivery process
Our process
A delivery rhythm for Search & Relevance — discovery with written trade-offs, weekly demos, and a launch checklist that isn’t optional.
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Scope the surface
What Search & Relevance must rank for, convert on, and hand to editors without breaking layout.
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Design against real copy
Wireframes and components stress-tested with Hindi/Arabic string lengths where needed.
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Ship in slices
Template-by-template releases with CI checks — not a big-bang Friday deploy.
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Operate
CMS training, monitoring, and a backlog tied to traffic and conversion — not vanity features.
Technology stack
Tools we use to design, ship, and operate this capability in production.
Ready to discuss Search & Relevance?
Tell us the constraint that actually hurts — hiring, compliance, speed, or integrations — and we’ll answer with a plan, not a pitch deck.
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Ready to ship something that compounds?
Share your roadmap. We’ll come back with scope options, timeline ranges, and who from Shriram IT Ventures should be in the room.