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Enterprise Service

AI Engineering & Implementation

Build production-grade AI solutions.

Strategic Overview

Engineer GenAI applications, RAG systems, conversational AI, evaluation frameworks, and LLMOps for reliable deployment.

The Core Challenge

Problem Solved

Many prototypes never leave the lab because latency, evaluation, cost control, and operational ownership are left too late.

Key Deliverables

  • Solution architecture
  • Working application or RAG system
  • Evaluation approach
  • Deployment and monitoring plan
  • Handover documentation

Execution Methodology

1. Architecture and context design
2. Data and retrieval setup
3. Core build and guardrails
4. Evaluation and hardening
5. Production deployment

Service Capabilities

Core skillsets and operational domains covered in this practice area.

  • GenAI application development
  • RAG systems and enterprise search
  • Conversational AI
  • AI agents
  • Evaluation frameworks
  • LLMOps and model monitoring
  • Cloud deployment

Flexible Engagement Models

Available as a targeted advisory sprint, a fixed-scope implementation project, an embedded engineering pod, or fractional CAIO support.

Schedule Service Scoping Session

Frequently Asked Questions

Can you deploy on our private cloud?

Yes. We support major cloud providers and private or restricted environments based on your security requirements.

Initiate Your AI Engineering & Implementation Program

Connect directly with an AkonnAI practice leader to discuss scope, timelines, and business case justification.

Book an AI Strategy Session