Production-First Engineering
We design for scale, security and monitoring from day one, so pilots do not stall later.
AI Development Services
AI Development Services Built for Production, Not Demos
KriraAI designs, builds and supports AI systems for enterprises and growing businesses, from the first strategy workshop to models running in production. Every engagement is shaped by our in-house AI research team, so the architecture we recommend reflects what works today. Explore our services below, or tell us the problem you want solved.
- AI and Software Delivery
- Since 2022
- Projects Delivered
- 100+
- AI Research Team
- In-House
- Clients Across India, the USA and Beyond
- Global
Our AI Services
Six practice areas covering every stage of AI adoption, from strategy to production support.
01 · 5 services
AI Strategy & Consulting
AI Consulting Services
Independent advice on where AI fits your business and what it will realistically cost.
AI Strategy & Roadmap
A phased plan that ranks AI initiatives by value, feasibility and budget.
AI Readiness Assessment
An audit of data, systems and skills showing what to fix before AI delivers.
AI Use Case Discovery & ROI Modelling
Workshops that find high-value use cases and build the business case for each.
AI Center of Excellence Setup
Governance, operating model and team structure to scale AI across departments.
02 · 5 services
AI Agents & Automation
AI Agent Development
Agents that complete multi-step workflows across your tools, with human approval where needed.
Agentic AI Development
Systems that reason, plan and use tools to automate end-to-end processes, not single tasks.
Autonomous Agents & Multi-Agent Systems
Teams of specialised agents that share context, hand off work and run within guardrails.
AI Chatbot Development
Assistants trained on your data, connected to your CRM or helpdesk, with human escalation.
AI Customer Support Automation
Ticket triage, reply drafting and self-service flows that cut contact center workload.
03 · 3 services
Generative AI & LLM Solutions
Generative AI Development
Copilots, content generation and document intelligence built on the right model for your use case.
LLM Fine-Tuning & RAG Development
Domain-tuned models and retrieval pipelines that ground answers in your own documents.
NLP & Computer Vision
Entity extraction, OCR, classification and visual inspection for text, images and video.
04 · 4 services
Custom AI & Machine Learning
End-to-End AI Development
Full-cycle delivery of AI products, from architecture and data pipelines to deployment.
Custom AI Software Development
AI software built around your workflows and business logic, not a wrapper on a public API.
Machine Learning Development
Forecasting, classification, recommendation and anomaly detection models trained on your enterprise data.
Data Analytics & AI Insights
Pipelines, dashboards and natural-language queries that turn scattered data into decisions.
05 · 3 services
AI Operations & Support
AI Model Monitoring & Drift Detection
Tracking of accuracy, drift and cost, with alerts and retraining before performance slips.
Legacy AI/ML System Takeover & Rescue
We audit, stabilise and modernise AI systems left by other vendors or stalled teams.
MLOps & AI Infrastructure
Versioning, CI/CD, model serving and GPU infrastructure that make AI releases repeatable.
Not Sure Which AI Service You Need?
Your support team is overloaded
Start with AI Customer Support Automation or AI Chatbot Development.
Your AI pilot never reached production
Legacy AI/ML System Takeover & Rescue gets stalled projects live.
Model accuracy dropped after launch
AI Model Monitoring & Drift Detection finds the cause and restores performance.
Manual work slows your operations
AI Agent Development automates repeatable multi-step workflows from start to finish.
Teams cannot find answers in internal documents
LLM Fine-Tuning & RAG Development builds a grounded knowledge assistant.
You do not know where to start
An AI Readiness Assessment shows what to fix and what to build first.
How We Work With You
Fixed-Scope Pilot
A time-boxed proof of value with agreed success metrics, ideal for testing one use case first.
Dedicated AI Team
Engineers, data scientists and a project lead working as an extension of your team.
Ongoing Support & Optimization
Monitoring, retraining and feature updates that keep your AI improving after launch.
Our AI Delivery Process
Discovery & AI Readiness
We map workflows, data and constraints, then deliver a prioritised use case list.
Solution Architecture
We select models, tools and integrations, and share an architecture plan with cost estimates.
Development & Training
We build and train on your real data, testing against business KPIs every sprint.
Integration & Deployment
We deploy into your stack with access controls, guardrails and full documentation.
Monitoring & Optimization
We track drift, accuracy and cost, and schedule improvements after launch.
Results From Our AI Projects
HealthcareRead case studyManufacturingRead case studyGovernment & DefenseRead case study
Golloc Hospital Management System
Every department kept its own register, so orders and billing were reconciled by hand.
Final billing 83% faster, with 83% fewer billing discrepancies.
Diamond Clarity Grading at SRK Exports
Manual clarity grading capped throughput and gave inconsistent calls at grade boundaries.
Human-level grading accuracy, running live in production QC.
Secure On-Premise Document Assistant
Years of policies sat in archives no commercial AI tool was allowed to touch.
Answers grounded in verified internal documents, with zero external data exposure.
Why Enterprises Choose KriraAI for AI Services?
In-House AI Research Team
Our researchers test new models, agent frameworks and RAG techniques before we recommend them.
Transparent, Scope-Based Pricing
You get a clear quote after discovery and pay only for the scope your business needs.
Delivery Across Time Zones
Time-zone-aligned communication and a dedicated account manager for every engagement.
Production-First Engineering
We design for scale, security and monitoring from day one, so pilots do not stall later.
Industries We Serve
We have extensive experience providing top-rated AI and software solutions across 20+ industries.
AI Development Services
FAQs
It depends on how clearly the problem is defined. If you are still exploring, start with an AI Readiness Assessment. If the use case is clear, we move straight to development.
Consulting decides what to build and why. Development builds, deploys and maintains the system. You can engage either one alone or both in sequence.
Cost depends on scope, data readiness and integration depth. A simple chatbot can start at a few thousand dollars, while enterprise agent systems can reach six figures. We share a scope-based quote after discovery.
Most projects take 4 to 16 weeks from discovery to deployment. Pilots are faster because they focus on one use case. Optimization continues after launch.
Yes. We connect AI to your CRM, ERP, helpdesk and databases through APIs. In most cases you keep the systems you already run.
Yes. We start with a code, data and model audit. We then stabilise the system and improve it, or plan a rebuild where that costs less.
We offer monitoring, drift detection, retraining and feature updates. Support scales from light maintenance to a dedicated team. This keeps accuracy stable as your data changes.
Yes. We serve startups and enterprises in the USA and other global markets through remote delivery. Every engagement has time-zone-aligned communication and a dedicated account manager.
Only the team building your system can access your data. Every deployment includes access controls and guardrails from day one. Models can also run inside your own cloud environment.
We use PyTorch and Hugging Face for models, and LangGraph and CrewAI for agents. Deployments run on AWS, Google Cloud or Azure. The final stack depends on your use case.