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Generative AI Apps Grounded in Your Business

Copilots, chat assistants and content engines that know your products, policies and voice — built with retrieval, guardrails and evaluation so they're accurate enough to put in front of customers.

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CopilotsChatbotsContent AIVoice
★★★★½4.5/5Average client rating

Built with the technology trusted by the world's best product teams

ReactNext.jsNode.jsPythonFlutterAWSGoogle CloudOpenAIClaudeWordPressShopifyDockerReactNext.jsNode.jsPythonFlutterAWSGoogle CloudOpenAIClaudeWordPressShopifyDocker
Why it matters

What great generative ai & llm apps is worth to your business

Good work shows up on the P&L, not just in the demo. These are the outcomes we design toward on every generative ai & llm apps engagement.

Discuss your project
24/7Customer answers without adding headcount
10×Faster first drafts for content teams
CitedAnswers backed by your own sources
WeeksNot months, to a working pilot

What we deliver

Pick one capability or hand us the whole problem — every service below is delivered by the same senior team that scoped it.

AI Copilots

In-app assistants that help users complete tasks, not just chat.

Customer Support Bots

Bots that resolve real queries from your help centre and hand off cleanly to humans.

Content Generation

Brand-safe drafting for articles, product copy and social — with editorial review built in.

Knowledge Assistants

Ask-anything search across docs, wikis and tickets with source links.

Voice Agents

Phone and WhatsApp voice assistants in English, Hindi and regional languages.

RAG Pipelines

Chunking, embeddings and re-ranking tuned to your content, not a generic demo.

Guardrails & Evals

Topic limits, PII filters and automated test suites that catch regressions.

Integrations

Connect to CRM, helpdesk, CMS, Slack, WhatsApp and your internal APIs.

Not sure where generative ai & llm apps fits in your roadmap?

Book a 30-minute call. We'll review your goals and suggest the smallest, highest-impact next step — no obligation.

Book a discovery call

Success stories

Real products, real numbers — work we built or ran ourselves.

All work
Multi-model AI workspace

Built a multi-model AI workspace that routes every prompt to the best LLM

We designed and engineered a SaaS workspace that compares and routes requests across the leading language models, with team spaces, usage controls and cost tracking built in.

AI DevelopmentSaaS DevelopmentProduct Design
Outcomes
3+LLM providers behind one interface
1Unified usage and cost dashboard
8 wksFrom concept to private beta
Read case study
D2C furniture brand

Scaled a direct-to-consumer furniture brand 4× through performance marketing

We rebuilt the storefront funnel, set up clean server-side tracking and ran a disciplined Meta ads programme — scaling monthly spend into the ₹10–20 lakh range while revenue grew faster than spend.

Performance MarketingE-commerceAnalytics
Outcomes
4×Business growth
₹10–20LMonthly ad spend managed
100%Orders reconciled with ad data
Read case study
Digital publishing network

Grew a digital publishing network to 3–5 million monthly readers with an SEO-first content engine

A fast, structured publishing stack, programmatic SEO and an editorial workflow that turns trending topics into ranking pages within hours — without paying for traffic.

SEO & ContentWeb DevelopmentData & Analytics
Outcomes
3–5MMonthly active readers
< 1 hrTrending topic to indexed page
90+Mobile performance scores
Read case study
Regional news brand

Modernised a regional news brand for mobile-first readers on low-bandwidth networks

Through a content and technology partnership, we brought our publishing stack, SEO playbook and distribution to a respected regional news brand — built for budget phones and fast breaking-news turnaround.

Web DevelopmentSEO & ContentPartnership
Outcomes
60%Lighter pages on mobile
2×Faster breaking-news publishing
1Shared publishing stack
Read case study
Analytics command centre

Built a real-time analytics command centre for a portfolio of high-traffic websites

A backend service that pulls privacy-friendly analytics from dozens of websites into one live command centre — realtime visitors, rolling 24-hour stats, country-wise traffic blueprints and uptime checks, plus a browser extension for numbers at a glance.

Data & AnalyticsBackend DevelopmentBrowser Extension
Outcomes
LiveVisitors across every site on one screen
24hRolling stats with sparklines per site
1-clickBrowser-extension snapshot
Read case study
AI publishing engine

Engineered an AI-assisted engine that publishes to many WordPress sites at once

A publishing backend that takes one article, rewrites it with AI into unique versions, and pushes it to groups of WordPress sites in parallel — with live progress, history and per-site health tests.

AI DevelopmentBackend DevelopmentAutomation
Outcomes
5Concurrent publishing jobs
LiveServer-sent progress for every job
GroupsPublish to whole site groups in one action
Read case study
Built for your stage

Right-sized for where you are today

Startups get speed and focus. Growing companies get structure and scale. Established businesses get modernisation without disruption. Same team, adjusted to where you are.

  • Startups: lean MVPs
  • SMEs: process automation
  • Publishers: high-traffic stacks
  • D2C: funnels that convert
  • Enterprises: integrations
  • Agencies: white-label delivery
Generative AI & LLM Apps
How we deliver

No black boxes. No surprise invoices.

Six phases, each with a clear output you sign off on — so budget, scope and quality stay visible from day one to launch and beyond.

Discovery & scoping

Workshops to pin down users, outcomes and constraints. You get a scoped backlog, risks and a fixed or ranged estimate.

Product design

User flows, wireframes and a clickable prototype tested with real users before a line of production code.

Architecture

Stack, data model, integrations and security decided up front — documented so any engineer can pick it up.

Agile build

Two-week sprints with a working demo every sprint. Shared board, shared repo, no black boxes.

QA & launch

Automated and manual testing, performance and security checks, then a staged rollout with monitoring.

Grow & support

Post-launch SLAs, analytics reviews and a roadmap for the next release — we stay until it's working.

You own 100% of the code and IPNDA before the first callWeekly demos and written updatesSenior engineer on every projectTransparent, itemised estimates30 days of free post-launch fixes

Our technology stack

We pick proven tools for the job — not whatever is trending — and document every choice so your team can own it later.

ReReact
NeNext.js
VuVue
AsAstro
TyTypeScript
TaTailwind
NoNode.js
PyPython
GoGo
LaLaravel
NeNestJS
FaFastAPI
FlFlutter
ReReact Native
SwSwift
KoKotlin
ExExpo
PWPWA
OpOpenAI
ClClaude
GeGemini
LaLangChain
PyPyTorch
PiPinecone
PoPostgreSQL
MoMongoDB
ReRedis
BiBigQuery
ClClickHouse
dbdbt
AWAWS
GCGCP
VeVercel
DoDocker
KuKubernetes
TeTerraform
GAGA4
SeSearch Console
MeMeta Ads
GoGoogle Ads
AhAhrefs
LoLooker Studio

Why teams choose us for generative ai & llm apps

01

Publishing DNA

We run a content network — so we know what good AI-assisted editorial workflows look like.

02

Multilingual

Experience with Indian languages and code-mixed text, not just English.

03

Accuracy obsessed

Every answer is grounded and traceable; hallucinations are tested for, not hoped against.

04

Fast pilots

A working pilot in your hands within weeks to prove value before scaling.

05

Cost control

Caching, routing and token budgets keep running costs predictable.

06

Full ownership

Prompts, pipelines and data stay yours.

Why teams switch to NH Solutions

Built onGoogle Cloud
Built onAWS
Builds withOpenAI · Claude
3M+Monthly readers reached
50+Products & platforms shipped
4×Growth delivered for D2C
25+Engineers, designers & marketers
10+Industries served

Who we
work best
with

Founders going from idea to MVPPublishers and media brandsD2C and e-commerce brandsSaaS teams adding AISMEs modernising operations

Our engagement
models

Engagement modelBest for
Fixed-scope projectMVPs and well-defined builds
Dedicated teamLong-term product development
Growth retainerSEO, content and paid acquisition
AI sprintPrototyping an AI feature in 2–4 weeks
Staff augmentationAdding senior engineers to your team

Clients talk about outcomes, not deliverables

Behind every review is a business problem solved — a funnel leaking money, a site too slow to rank, a team drowning in manual work. Here's how clients describe working with us. Names are withheld to respect client confidentiality.

View all
F
FounderD2C home-furniture brand
★★★★★

They treated our ad budget like their own money

Spend went up only when the numbers justified it. Tracking was rebuilt properly before we scaled, and the weekly reviews were blunt and genuinely useful. We grew four times over without losing control of margins.

Read the case study
Ei
Editor-in-chiefRegional news publisher
★★★★½

Our pages finally load fast on cheap phones

The publishing stack and SEO playbook changed how quickly our stories get found. The team understood newsroom pressure, not just code, and breaking news now goes live in minutes.

Read the case study
Cf
Co-founder & CTOAI SaaS startup
★★★★½

A product team that thinks like owners

They pushed back on features that didn't matter and shipped the ones that did. The routing layer they built saved us from betting everything on a single AI vendor.

Read the case study
Ho
Head of OperationsDigital media group
★★★★½

One screen instead of forty dashboards

Our team used to open dozens of analytics tabs every morning. Now we see every site, live, in one place — and the browser extension is the first thing our editors check.

Read the case study
CD
Content DirectorMulti-site publisher
★★★★½

Publishing that used to take a day takes minutes

The AI publishing engine replaced hours of copy-pasting. Live progress for every job means we always know exactly what went out, and where.

Read the case study
O
OwnerWedding & portrait photography studio
★★★★

Couples now find us on Google and book directly

The website shows our work beautifully on phones, and enquiries come straight to us instead of through marketplaces that take a cut.

Read the case study
★★★★½
Google Reviews
4.5
★★★★½
Clutch
4.5
★★★★½
GoodFirms
4.5
★★★★½
Client satisfaction
4.5

Generative AI & LLM Apps: FAQs

Quick answers to what founders and product leaders usually ask us first.

Yes. Retrieval-augmented generation restricts answers to your approved sources and shows citations.

Yes — we build and evaluate for Hindi, Telugu, Tamil and other languages, including mixed-language input.

It depends on volume and model choice. We estimate monthly running costs during scoping and design for them.

Yes. We build escalation paths into your helpdesk or WhatsApp team with full conversation context.

View more FAQs

Related services

AI DevelopmentData & AnalyticsCustom Software DevelopmentSaaS Product DevelopmentWeb DevelopmentMobile App DevelopmentMVP DevelopmentProduct Design & UX

Field notes from the build

Field notes from building AI products, engineering publishing backends and running growth for our own brands and our clients'.

All insights
AI · 7 min read

Why one LLM isn't enough: routing prompts across models without losing control

Model quality changes every month. Here's how we design routing, fallbacks and cost caps so your product never depends on a single AI vendor.

SEO · 8 min read

How a news site reaches millions of readers without paying for traffic

The technical SEO, publishing cadence and internal-linking habits behind a content network with millions of monthly readers.

Growth · 6 min read

Scaling Meta ads for D2C: when to raise spend, and when to stop

A practical framework for scaling ad budgets on real numbers — contribution margin, payback period and creative fatigue.

Contact us

Let's build something worth talking about.

Tell us what you're building. You'll get a reply from a senior engineer — not a sales script — within one business day, with a suggested approach and a ballpark.

Email us

harsha@nhsolutions.co.in

Call us

India: +91 91000 45678WhatsApp: +91 91000 45678

Working hours

Mon–Sat, 9:00 am – 8:00 pm IST

What happens next

  • We sign an NDA if you need one
  • 30-minute call with a co-founder
  • Written proposal in 3–5 days

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Hyderabad — Headquarters

4th Floor, Cyber Towers,
HITEC City, Madhapur,
Hyderabad, Telangana 500081

Vijayawada — Delivery Centre

MG Road, Labbipet,
Vijayawada,
Andhra Pradesh 520010

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