Is AI / LLM Integration the right choice?
When to hire AI engineers
You have a real workflow — support triage, document extraction, search over your own corpus — where an LLM saves measurable hours. The strongest cases have a clear evaluation: you can tell whether the output is right.
When AI / LLM Integration is the wrong tool
If nobody can define what a correct answer looks like, an LLM feature will demo well and fail quietly in production. Fix the definition before hiring for the build.
What usually goes wrong
Retrieval built without evaluation. Teams ship a vector database and discover months later that it returns plausible but wrong chunks. Evaluation sets come first, model choice second.
How to interview for it
Ask how they would measure whether a RAG system got better after a change. Anyone who has shipped one talks about eval sets and failure analysis, not model benchmarks.
Typical use cases
- Integrate GPT-4 or Claude into existing products
- Build RAG pipelines with secure vector search
- Ship multi-step AI agents with human-in-the-loop
- Fine-tune open-source models for specific tasks
- Production ML pipelines for classification, forecasting and vision
Stack we ship
How engagements work
- 1Discovery call30 minutes on your project, your current OpenAI / Anthropic Claude setup and the team shape you need.
- 2MatchingWe propose 1–3 engineers who have shipped AI / LLM Integration in production, with CVs and sample work you can inspect.
- 3Trial period2-week paid trial against a real milestone — typically integrate gpt-4 or claude into existing products. Swap at no charge if the fit is wrong.
- 4ScaleMove to a monthly retainer, add engineers or transition to fractional as the roadmap evolves.
Where the team sits, and what that changes
Web Accuracy is a studio with an address, not a marketplace listing. We have worked from Main Road, Ranchi, Jharkhand 834001 since April 2015, and 120+ websites and web apps have shipped from here in that time. The AI engineers you hire come off that bench — the same people who build our own client work, not profiles resold from a directory.
Anyone searching for web developers near me is really settling two things first: who they would actually be talking to, and whether that person is awake when they are. In Ranchi the answer is in person — clients in Doranda, Kanke, HEC, Lalpur, Namkum, Hatia, Hinoo, Ratu Road, Ashok Nagar, Morabadi and Bariatu meet us at the studio, or we come to their office for the kickoff and the milestone reviews.
We serve Delhi NCR too, and we will be plain about how the work actually runs: the build is delivered out of the Ranchi studio, on the same process and by the same people, with travel arranged when a session has to happen in the room. Nobody gets handed to a different team because of their postcode.
Indian hours, with real overlap
The team works Indian Standard Time. A normal IST day covers UK business hours end to end and leaves three to five hours of live overlap with US Eastern — enough for a standup, a review and a same-day answer instead of a 24-hour round trip. Pacific-coast teams can have an evening shift on dedicated engagements. Code review, deploys and escalation all happen inside that window, so nothing sits waiting on a handover email.
For what comes out of the studio, the closest public example is a WordPress-to-Next.js migration recovery for a Ranchi agency: 38 of 40 priority keywords back on page one in 60 days behind a 140-URL redirect map, and 108% of pre-migration traffic at 90 days. Method and timeline are written up in the Ranchi migration recovery case study. The client is anonymised at their request; the work and the numbers are not.
Other roles we staff
Hire Next.js Developers
Next.js engineers on dedicated or fractional engagements — App Router marketing sites, SaaS dashboards and commerce storefronts built in Next.js, React and TypeScript.
See detailsHire React Developers
React engineers for component libraries, design system implementation, complex dashboards and large-scale single-page applications.
See detailsHire Full-Stack Developers
End-to-end full-stack engineers shipping production features across web frontend, Node.js or Python backends, database schema, auth, billing and deployment.
See detailsHire Shopify Developers
Shopify and Shopify Hydrogen developers for custom theme work, Liquid templating, headless commerce and app development.
See detailsFrequently asked
- How fast can I hire AI engineers from Web Accuracy?Typical engagements start within 7–14 days. Dedicated engineers are matched against your stack and timezone in week 1, with a 2-week trial built into every engagement.
- What does it cost to hire a AI / LLM Integration developer from India in 2026?Our rates land between $20 and $50 per hour depending on seniority, stack specificity and engagement length. Dedicated monthly retainers work out to 10–20% lower than equivalent hourly billing.
- Do AI engineers from your team work US / UK time zones?Yes. Our engineers maintain 3–5 hours of overlap with US Eastern and full overlap with UK business hours. Pacific overlap is achievable with dedicated evening shift on request.
- Is IP assigned to my company?Yes. Every engagement signs an MSA with explicit IP assignment, an NDA and milestone-based payment. You own everything delivered.
- Can I scale the team up or down?Yes. Most engagements start with 1–2 engineers and scale to 5+ within 60 days. Dedicated engineers can also transition to fractional as your roadmap changes.
- What if the engineer is not the right fit?We build a 2-week trial into every engagement. If the match is wrong, we swap the engineer at no charge within the trial period. After trial, a 30-day notice applies in either direction.
- Where is Web Accuracy actually based?Our studio is on Main Road, Ranchi, Jharkhand 834001. We have run it since April 2015 and 120+ websites and web apps have shipped from here. We also serve Delhi NCR, where the engagement is delivered out of the Ranchi studio on the same process, with travel arranged when a meeting has to be in the room.
- Can I meet the AI engineers in person before committing?In Ranchi, yes — walk into the studio on Main Road or we come to your office. Outside Ranchi it is a video call with the actual engineer, not a salesperson, before you sign anything.
- What exactly do your AI engineers work on?Integrate GPT-4 or Claude into existing products; Build RAG pipelines with secure vector search; Ship multi-step AI agents with human-in-the-loop; Fine-tune open-source models for specific tasks; Production ML pipelines for classification, forecasting and vision. Engagements are scoped against your roadmap rather than sold as fixed packages, so the mix shifts as priorities do.
- Which tools and libraries do your AI engineers use day to day?OpenAI, Anthropic Claude, LangChain / LangGraph, Pinecone / pgvector, Python. We match the stack you already run rather than pushing a house preference — if your codebase has conventions, engineers work inside them from week one.
- How does hiring AI engineers in India compare with hiring locally?At $20-50 per hour, a AI / LLM Integration engineer from India costs roughly a quarter to a third of the US equivalent for the same seniority, and about a third of UK contractor rates. The saving comes from cost of living, not from cutting experience — our team has shipped since 2015.
