Solution
Systems Integration & AI Integration Services
Every system that doesn't talk to another one creates a person whose job is bridging the gap by hand, and a growing risk that the two stop agreeing. We connect the software you already use, so the same information never has to be typed in twice, and we add AI into those connections only where a rule can't do the job.
Examples, not client case studies
What this can look like
These are illustrative examples, not promises of results. Every project starts with your own workflow.
Systems Integration & AI Integration Services
Before
A new customer gets entered in the CRM, then again in the accounting system, then again in the scheduling tool. Someone keeps all three in sync by hand whenever something changes.
After
The CRM, accounting system, and scheduling tool stay in sync automatically. A change in one place shows up in the others within minutes, and conflicts get flagged instead of silently overwritten.
Adding an AI step to an existing flow
Before
Support emails land in a shared inbox. Someone reads each one, decides whether it's a billing question, a service request, or a complaint, and forwards it to the right team, re-typing the key details into the ticket system.
After
Each email is classified and the key details extracted, with a confidence score. Confident cases create the ticket in the right queue automatically. Uncertain ones go to a person with the suggested category pre-filled.
Approach
How it works
- 01
Map systems & data
We find out which systems need to talk, what data has to move, and which one is the source of truth for each field.
- 02
Build the connection
We connect through APIs, webhooks, or direct database access, whichever fits the systems involved.
- 03
Define sync rules
We decide what happens with conflicts, duplicates, and edge cases before they happen in real use, not after.
- 04
Monitor & maintain
We watch the connections so a failed sync gets caught and fixed fast, not found a month later.
What we need from you
- A list of the systems involved and who administers each one
- Agreement on which system is the source of truth for each field
- API or admin access scoped to the objects the integration touches
- Examples of the conflicts and duplicates that happen today
Methods
How we connect systems
API
The first choice when a system has one. Records are created and updated directly, with the system's own validation applied.
Webhooks and events
When a system can announce a change, the connection reacts in near real time instead of polling on a schedule.
Scheduled sync
For systems that only offer exports or reports, a scheduled pull and push keeps them aligned, with every run logged.
AI inside the connection
Where the data moving between systems is unstructured (an email, a note, a document), an AI step classifies or extracts it with a confidence score before the rule-based sync takes over.
Conflicts
Source of truth, duplicates, and what happens when systems disagree
Every field gets one source of truth, agreed in the design phase. If the CRM owns the customer's address and accounting owns the payment terms, a change in the wrong place is flagged rather than propagated. Duplicates are matched on rules you approve (email, tax ID, normalized name and address) and held for review instead of merged automatically.
When a sync fails, the record waits and the failure is visible. Nothing is half-written. When two systems change the same field at the same time, the conflict is shown to a person with both values, not resolved by whichever ran last.
Where this shows up
Signs this is your problem
- The same customer or job re-entered into two or three different systems
- A spreadsheet that exists purely to bridge two platforms that don't talk to each other
- Nightly manual exports and imports just to keep systems roughly in sync
- Data drift: the CRM and the accounting system quietly disagreeing about the same customer
- A shared inbox that someone triages by hand into another system
- Reports that need a person to reconcile two systems before the numbers can be trusted
Scope and cost
What influences the price
Two workflows that sound the same can differ a lot in effort, so we don't quote from a menu. These are the things that move the number. You get a written price and timeline after the free assessment.
- How many systems are involved and whether each has an API, webhooks, or only exports
- How many objects and fields need to move, and in which directions
- Whether the sync needs to be near real time or scheduled
- How much duplicate and conflict history exists today
- Whether an AI step is needed for unstructured inputs
- How much monitoring and alerting you want after go-live
Often combined with
Related solutions
Where we see this most
Related industries
FAQ
Systems Integration & AI Integration Services: common questions
What if one of our systems has no API?
We look for the next best way in: webhooks, scheduled exports and imports, or a report the system can produce on a schedule. If there genuinely is no way in, we say so in the design phase and show you the options, which sometimes means a small internal tool that sits in front of that system.
Real time or scheduled?
It depends on the systems and the workflow. Customer records that must match at checkout need near real time. Nightly inventory reconciliation doesn't. The design phase sets the schedule per connection, and the choice is written into the plan.
What does AI integration mean here?
Adding an AI step inside a workflow you already run: classifying incoming emails, extracting fields from documents, or drafting a note for review, between systems that are otherwise connected by rules. The AI step always carries a confidence score and hands uncertain cases to a person.
How do you handle duplicates?
With matching rules you approve, not a model's opinion. Potential duplicates are held for a person to confirm or reject, and the decision is remembered so the same pair isn't asked about twice.
Get started
Show us the systems that should be talking to each other.
Tell us which two or three systems your team keeps in sync by hand, and we'll scope the connection.
We'll reach out at a time that works for you. No cost, no obligation.
Serving businesses nationwide
We work with businesses in every state.
A few states have their own page with local detail. The list is selective, not a limit on where we work.