Integration & Automation

AI that works inside the systems your business already runs on.

Integrating AI into what you already have: connecting your systems, automating your workflows, and adding intelligent decision-making where it creates the most value, is how mid-market businesses see results without organizational disruption. We engineer those integrations with the precision and accountability that operational environments require.

What This Service Addresses

The Coordination Problem AI Was Built to Solve

Most mid-market businesses have accumulated a functional but fragmented technology stack: a CRM that doesn't communicate directly with the ERP, manual steps that connect processes across platforms, and workflows that depend on people to move information from one system to another. The result is coordination overhead that scales with head count rather than with efficiency.

AI-powered integration and automation addresses this at the workflow level. We connect your systems, apply intelligent logic to the processes that run between them, and automate the steps that currently require manual intervention, while preserving human judgment at the points in the process where it genuinely matters. The result is workflow infrastructure that reasons, adapts, and operates reliably within the operational complexity of your specific business.

Our Process

How We Approach Integration & Automation

  1. Workflow Mapping & Opportunity Assessment
    • We document the workflows you want to automate or integrate in precise operational detail, including the exceptions, the edge cases, and the handoff points that determine real-world performance. We identify where AI decision-making adds genuine value and where deterministic logic is the appropriate tool.
  2. Integration Architecture Design
    • We design the integration approach to work within your existing technology environment, connecting systems through appropriate methods, preserving data integrity across platforms, and ensuring the architecture is maintainable as your systems evolve.
  3. Pipeline & Automation Development
    • We build the integration layer and automation logic, including the AI components that enable the system to handle variability, apply reasoning, and make decisions across the full range of conditions your workflows encounter.
  4. Testing Against Real Operational Conditions
    • We validate the system against your actual workflows, including the edge cases and exceptions that are part of daily operations. Production-readiness is measured by performance under realistic conditions.
  5. Deployment & Monitoring
    • We deploy the integration into your production environment with structured monitoring in place. We track system performance, identify issues proactively, and maintain the automation as your operational context evolves.

The Resolve Digital Difference

We engineer automation systems that are built for operational reliability, designed to handle variability, surface exceptions to human review when the situation warrants it, and perform consistently across the full range of conditions your workflows encounter.

That engineering discipline comes from 24 years of building systems that run in complex, real-world environments. We apply the same standards to every automation engagement: clear ownership, documented decisions, and accountability for performance that extends beyond go-live.

A CRM-to-ERP integration with AI-assisted data matching

eliminating the manual reconciliation between your sales and operations systems, with intelligent handling of records that require judgment to resolve.

An AI-powered intake and routing workflow

processing incoming requests, documents, or cases, classifying them according to your business logic, and routing them to the appropriate team or system without manual triage.

An automated reporting pipeline

pulling data from across your operational systems, transforming it into the format your reporting requires, and delivering it on a schedule, assembled automatically, every time.

A multi-system workflow orchestration layer

coordinating a process that currently spans several platforms, managed end-to-end by an AI agent that understands your business logic, acts within defined parameters, and escalates appropriately.

The Key Technologies We Work With

We select the right technology for each engagement based on your existing infrastructure, your operational requirements, and the specific problem we are solving. Our team brings deep experience across the modern stack, and we work with what fits your environment rather than asking your business to adapt to ours.

AWS logo

AWS

DevOps logo

DevOps

JavaScript logo

Javascript

.NET logo

ASP.NET

Node.js logo

Node.js

Python logo

Python

React native logo

React Native

Ruby on Rails logo

Ruby on Rails

Shopify logo

Shopify

PHP logo

PHP

Wordpress logo

WordPress

Claude

TypeScript

OpenAI

DBT

DataBricks

SnowFlake

Next.js

Dagster

Frequently Asked Questions

Explore our FAQs and don’t hesitate to get in touch, we're happy to have a conversation about your situation and what working with us would look like.

Can you integrate third-party tools with my eCommerce store?

Absolutely. From payment gateways to inventory management systems, we seamlessly integrate the tools you need.

The right AI strategy for your Business and your Operations. Start your Journey Today!