AI & AUTOMATION INTEGRATION

AI integration and business workflow automation.

AI integration and workflow automation for document search, data handling, and connected tools. Define evaluation and review steps. Discuss your use case.

For businesses with repetitive workflows or a specific AI feature to evaluate.

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ORIGINAL INTERFACE CONCEPT · SAMPLE DATA

THE PROBLEM COMES FIRST

A solution around the work you need to do.

Manual document handling and disconnected tools consume time. An AI feature also needs clear boundaries, good inputs, and a way to check its answers.

We define one useful task, review the available data, and connect the right tools. Human review, access controls, evaluation, and running costs belong in the scope.

  • Automation built around a specific workflow
  • Search and assistants connected to relevant data
  • Human review for consequential actions
  • Evaluation before a wider rollout

WHAT WE CAN INCLUDE

A scope shaped around your requirements.

These capabilities are starting points. The right combination depends on your users, systems, and priorities.

01

LLM API Integration (OpenAI/Claude)

02

Vector Database Setup

03

Retrieval-Augmented Generation (RAG)

04

Custom AI Agents

05

Document Parsing & Extraction

06

Automated Prompt Engineering

PythonLangChainPineconeOpenAI APIAnthropic ClaudeFastAPI

HOW THE WORK MOVES FORWARD

Know the next step at every stage.

01

Use-Case Scoping

Identifying high-ROI automation opportunities.

02

Data Pipeline

Extracting and chunking proprietary data.

03

Vectorization

Embedding data into a vector database.

04

Agent Design

Writing system prompts and tools for the LLM.

05

Evaluation

Testing accuracy, latency, and cost per query.

Our full delivery process

PROJECT PRICING GUIDE

Start with a baseline. Confirm the scope.

Indicative starting prices in USD for planning. A final quote follows a review of your specific requirements.

AI Feature Integration

From $8,000

  • Basic LLM API
  • Prompt Design
  • Simple Automation
  • API Wrapping
Discuss Your Project

Custom Autonomous Agents

Custom Quote

  • Multi-Agent Systems
  • Tool Execution
  • Complex Workflows
  • Enterprise Security
Discuss Your Project

BEFORE WE GET STARTED

Your questions, answered.

Discuss the details that matter to your project directly with our team.

Ask about ai & automation integration
How do we know if AI is appropriate?

Start with a repeatable task and a way to judge the result. We can evaluate whether a simple automation, a search tool, or an AI integration is the right fit.

How is company data handled?

Data handling depends on the providers, configuration, access requirements, and project agreement. We review these choices before connecting private information.

Who owns the software and source code?

After full payment, custom project deliverables may be transferred as agreed in writing. Pre-existing tools, reusable components, and third-party software retain their applicable ownership and licensing terms. The project agreement defines the source code, access, documentation, and handover included in your scope.

How is the project estimated?

We review the features, integrations, design, and operational needs before preparing a project-specific scope. Existing baseline prices and calculator ranges are indicative, not final quotes.

Can you provide maintenance after launch?

Maintenance and ongoing improvements can be scoped with the project. Coverage, costs, responsibilities, and source code handover are defined in the written agreement.

A GOOD PROJECT STARTS WITH A CONVERSATION

Let’s solve the right problem together.

Share the process you want to improve or the system you need to build. We’ll explore the requirements and a practical next step.

Discuss your project Get a Project Estimate