AI Software Development

Build AI Features That Fit Your Business Processes

Connect models with your application, business data, and operational tools. Define what the system should do, evaluate its outputs, and design clear human checkpoints for consequential actions.

Plan an AI development project

Use Cases

Choose a specific task and define the expected output.

Context

Connect relevant business information with appropriate permissions.

Models

Compare model capabilities, costs, and deployment constraints.

Tools

Give the application controlled access to the actions it needs.

Evaluation

Test outputs against representative scenarios and failure cases.

Operations

Monitor quality, latency, usage, and human review requirements.

Use Cases / Context / ModelsTools / Evaluation / OperationsAIConnected workflow

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Engineer AI Features from Input to Action

Define the enterprise task first, then connect data preparation, model behavior, and application logic into a reviewable workflow.

Task requirementsFocus area

Task requirements

Define AI inputs, outputs, and human decision points.

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Data and modelsFocus area

Data and models

Assess data and model options for the enterprise task.

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Application logicFocus area

Application logic

Validate model outputs before triggering business actions.

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Evaluation loopFocus area

Evaluation loop

Test representative cases and collect operational feedback.

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Interfaces for Custom AI

Custom AI development includes the experience around an automated task: user input, system feedback and a clear path for review. This front-end comparison illustrates fragmented delivery alongside AI-assisted coordination of interface work. Move across the image to reveal both approaches, then click to pin or release the divider.
AI-assisted front-end workflow illustration accompanying custom AI application delivery
Fragmented front-end workflow illustration accompanying custom AI application delivery

Custom AI
Around Defined Tasks

Develop AI application capabilities around the inputs, service actions and human review needed for a specific enterprise task.

Define the AI Responsibility

Specify which part of the workflow the AI capability supports and which decisions remain with users or other application services.

Connect Data and Tool Boundaries

Plan input handling, external model or tool calls and permissions as explicit application interfaces.

Evaluate Useful Outcomes

Review representative tasks, unsuccessful outputs and fallback behavior before assessing whether a capability is ready for its intended use.

AIDefined
Task
APITool
Boundary
QAOutput
Review
AI
Workflow

Connect AI output to application controls and review.

Task

Define the task assigned to the AI service.

01

Inputs

Select relevant data and validate inputs.

02

Services

Set contracts for model and tool calls.

03

Evaluation

Review results on representative tasks.

04

Fallback

Explain recovery when AI cannot proceed.

05

Architecture & Performance

MODULE 01

State Manager

Testing isolated logic for project1 within a secure sandbox environment.

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MODULE 02

Search Algorithm

Testing isolated logic for project2 within a secure sandbox environment.

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MODULE 03

DOM Kanban

Testing isolated logic for project3 within a secure sandbox environment.

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MODULE 04

Async Data

Testing isolated logic for project4 within a secure sandbox environment.

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MODULE 05

CSS Variables

Testing isolated logic for project5 within a secure sandbox environment.

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MODULE 06

Form Validator

Testing isolated logic for project6 within a secure sandbox environment.

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Architecting the Future of Front End Engineering

Building robust, scalable, and highly interactive user interfaces utilizing modern web technologies and best practices.

Component-Driven UI

Component Architecture

We build modular, scalable component libraries that ensure design consistency and accelerate development cycles across apps.

Performance Optimization

Performance Optimization

Focusing on Core Web Vitals, we utilize advanced caching strategies and code-splitting to deliver lightning-fast experiences.

Responsive Interactivity

Interactive UI

Creating immersive interfaces that adapt seamlessly to any viewport. We blend fluid animations with intuitive layouts.

Advanced State Management

State Management

Managing complex data flows with precision using modern tools like Redux Toolkit and Zustand for predictable app behavior.

API Integration & GraphQL

API Integration

Seamlessly connecting front-ends to microservices with efficient data fetching strategies using Apollo GraphQL and React Query.

Design Systems

Design Systems

Bridging the gap between design and code with living style guides and Storybook integration for pixel-perfect implementation.

Looking for plans and pricing?
Get a preview of our enterprise PPC services

Growing PPC’s performance starts with a plan customized to your business, industry, and audience. So, we build a customized enterprise PPC service plan for your organization, providing you with a roadmap for how we’ll achieve your goals for paid search, from greater brand awareness to bigger market share.

Custom PPC Plans

Starting at

$650 / month

How we determine pricing

Ad Spend
Your Ad Spend
+

Your advertising budget will not only determine your monthly management costs, it will also help determine which advertising channels we’d recommend investing in to maximize your marketing budget.

Networks
Networks and Targeting
+

Your custom strategy will depend on where you are looking to advertise- Google, Bing, Programmatic, etc. Your WebFX strategist can recommend PPC channels for you based on your business goals!

Creative
Creative Needs
+

If you have an in-house designer, you may not need WebFX’s support with the creation of branded ad creative. However, many of our clients trust WebFX’s design team to create professional, branded display ads for any campaign type.

Included for All PPC Plans:

  • In-depth keyword research and advanced selection
  • Competitor and industry analysis
  • Data-backed keyword development
  • Ongoing ad strategy management and optimization
  • Access to our in-house revenue acceleration software RevenueCloudFX
  • Closed-loop ROI and customer journey tracking
  • Conversion-boosting and performance tested ad copy
  • Expertise and support from a team of over 750 strategists
  • Ad campaign performance, analysis, and revenue reporting
  • Strategic bid management

Engineering Insights

Explore our most frequently asked questions to understand our approach to front-end architecture, performance optimization, and scalable design systems.

We utilize a combination of code-splitting, tree-shaking, and edge caching. By leveraging Next.js Server Components, we minimize the JavaScript bundle sent to the client, ensuring the main thread remains unblocked for immediate user interaction.
Headless architecture decouples the frontend from the backend. This allows us to use modern frameworks like React for the UI, resulting in significantly faster load times, better security, and a richer, app-like user experience compared to traditional PHP themes.
Yes. We don't just build pages; we architect Atomic Design systems. We create reusable libraries of components (atoms, molecules, organisms) that ensure visual consistency and scalability across your entire application.
We use Server-Side Rendering (SSR) and Static Site Generation (SSG) to ensure search engine crawlers see fully rendered HTML. We also implement semantic HTML5, dynamic metadata, and schema markup to maximize visibility.