AI Services / AI Integration
AI integration services — make AI work with your stack
We wire AI features into your existing systems — CRM, ticketing, internal tools, data warehouses. With proper API design, error handling, and operational ownership.
Why Empiryx
Why teams choose Empiryx for AI integration
Expertise
Integration skills we specialize in
01
API integration
Wrap and expose AI features as clean APIs your team can call from anywhere.
02
Webhook engineering
Inbound event handling with signature verification, retries, and dead-letter.
03
Data integration
ETL/ELT patterns for AI grounded in warehouses, queues, and operational tools.
04
Internal tooling
Build AI into the dashboards and ops tools your team already uses.
Expertise
Roles & capabilities we specialise in
A deeper look at the specialists we place and the work they ship.
API design
Versioned, documented, idempotent — built for many callers, not one.
Webhooks
Signature verification, retries, dead-letter queues, replay tooling.
ETL & ELT
Airflow, dbt, Fivetran — pull, shape, and serve for AI.
Queues
Kafka, SQS, Pub/Sub — async fan-out for AI workloads behind SLAs.
Internal tooling
Retool, internal dashboards, and ops tooling wired to AI services.
Observability
Per-call traces, error rates, p95 latency, and SLA dashboards.
Industries we serve
Built for high-stakes sectors
Domain-aware engineers who understand your sector's constraints — not just the syntax.
SaaS
AI features wired into product surfaces
Support
AI assist integrated into ticketing and channel tools
FinTech
AI grounded in trade and account data
Internal Ops
AI baked into HR, finance, and ops dashboards
FAQ
Answers to common questions
Process
How it works
Discovery
We map the systems you want AI to talk to — sources, sinks, and contracts.
Integration MVP
We ship a thin end-to-end integration in 2–4 weeks — webhook, API, and trace.
Harden
We add retries, circuit breakers, idempotency, and observability.
Operate
We monitor SLAs, error rates, and cost — and iterate against real traffic.
Get started
AI wired into your real stack — not bolted on top
Tell us the systems. We'll bring the APIs, the webhooks, and the monitoring.
Explore more
Hire AI Developers in India
Pre-vetted ML, NLP, LLM & CV engineers. Onboard in 7–10 days.
Offshore Development Team India
Dedicated offshore engineering team embedded in your workflows.
ODC & GCC Setup India
Start with an ODC. Evolve into a fully owned GCC as you scale.
Hire Machine Learning Engineers
ML Engineers, Data Scientists, NLP & MLOps specialists in India.
Build Engineering Team in India
Full-team formation — frontend, backend, AI/ML, DevOps, and leads.
AI Automation
n8n, Zapier & custom workflows that run your business on autopilot.
AI Engineering
RAG, fine-tuning, and AI agents built for production, not demos.
MLOps
Model serving, monitoring, and CI/CD for machine learning systems.
DevOps
CI/CD, infrastructure as code, and observability that scales.
Application Scaling
Performance audits and fixes that take your MVP to production-ready.
Database & Data Engineering
Database design, pipelines, and migrations built to last.