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AI Integration Services

Embed AI into your product stack: secure APIs, orchestration, observability and scalable deployments.

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AI Integration Services

Technopedia enables organisations to embed advanced AI capabilities directly into their products and internal systems. Our integration frameworks ensure production-grade performance, seamless data connectivity, and scalable deployment across cloud, hybrid, or on-premise environments.

  • End-to-end model embedding into existing products and workflows
  • Custom RAG systems, enterprise search, and knowledge intelligence layers
  • Real-time monitoring, performance benchmarking & automated rollback safety nets
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Integration Solutions

We build integration layers that allow AI systems to plug seamlessly into your existing products and infrastructure. From hardened APIs to event-driven pipelines, our solutions ensure dependable performance, predictable latency, and enterprise-grade security across every environment.

  • Production-ready API gateways with authentication & rate enforcement
  • Distributed orchestration using queues, triggers & workflow schedulers
  • High-performance vector indexing, retrieval optimisation & cache strategies
  • Compliance-focused access controls, audit logs & governance policies
  • Autoscaling architectures, resource optimisation & on-device/edge deployments
Integration Screens

Why Choose Our Integration Team

Our engineering approach unifies product thinking, infrastructure reliability and modern ML operations. We ensure your AI features stay scalable, secure and observable—while reducing operational burden and accelerating time-to-market for new intelligent capabilities.

Our Integration Services

API & Inference Engineering

Production-grade inference APIs, batching, caching and SLO-driven endpoints for reliable model serving.

Integration & Orchestration

Connect models with existing data sources, microservices and event streams; build orchestration for multi-step pipelines.

Vector Stores & RAG Pipelines

Design embeddings, vector store layout and retrieval pipelines to augment models with your knowledge base.

Security & Governance

Authentication, input/output sanitization, access control and audit logging to protect data and comply with policies.

MLOps & Observability

Metrics, logging, drift detection and automated rollbacks so inference stays healthy at scale.

Cloud & Edge Deployment

Autoscaling cloud inference, cost-optimized GPU orchestration and edge packaging for low-latency use cases.

Technologies & Tooling

FastAPI
Kubernetes
LangChain
Weaviate
Redis
Prometheus

Our Development Process

1

Discovery & API Design

Define contracts, latency & error handling.

2

Secure Data & Auth Setup

Auth, encryption and access controls.

3

Orchestration & Pipelines

Compose multi-step inference workflows.

4

Testing & Load Experiments

Integration tests and fault injection.

5

Canary Rollouts

Gradual traffic ramp with observability.

6

Observability & Drift Detection

Metrics, alerts and quality monitoring.

7

Scale & Continuous Improvement

Optimize costs, routing and retrain cycles.

About Us

At Technopedia, we transform ideas into powerful digital solutions. Our passion for innovation drives us to create cutting-edge applications that define the future of technology.

Years of Innovation
Projects Completed
Active Clients
Team Advisors

Our Journey of Excellence

Technopedia team working since long in Information Technology. We have more than 500 satisfied clients. For the past years we, along with our team have made a strong ground in the IT industry. The Websites , Web and Mobile Applications that we've developed over the years has left many satisfied customers around the world. We are continuously working on acquiring new skills and mastering the present ones.

Technopedia aims in innovating a digital future by developing technology for the web and mobile platforms. From our beginning as a technology development company, we've tried to stay true to our core beliefs and to deliver exceptional services to our clients.

Mobile AppsWeb DevelopmentCloud SolutionsUI/UX DesignDevOps
Team Collaboration

Our Technology Stack

React
React
Angular
Angular
Vue.js
Vue.js
Node.js
Node.js
Flutter
Flutter
Javascript
Javascript
Typescript
Typescript
HTML
HTML
CSS
CSS
Sass
Sass
Figma
Figma
Bootstrap
Bootstrap
Express.js
Express.js
MongoDB
MongoDB
MySQL
MySQL
Firebase
Firebase
wordpress
wordpress
Next.js
Next.js
PHP
PHP
Git
Git
GitHub
GitHub
GitLab
GitLab
Jest
Jest
Jenkins
Jenkins
Docker
Docker
Kubernetes
Kubernetes

What Our Clients Say

Our Work, Their Words on Upwork

Our Premium Clients

Microsoft
FedEx
Cougar
BEF
Airbnb
Google
Shri
Google
Google
we did it
iwebroute
Saap
dimond
ssw
kenstar
hayundai

Frequently Asked Questions

Ready to integrate AI into your product?

Let’s design an integration plan that meets your latency, security and cost goals while delivering measurable impact.

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