AI integration & modernization
AI inside the systems you already run.
We connect AI to your ERP, CRM, legacy apps and databases through APIs and middleware, without ripping anything out. Phased, low-risk and built to run in your environment.
Is this for you?
An honest check before we build.
A good fit if…
Your core systems work, but they don’t talk to AI.
Key data is locked in legacy apps or databases.
People switch between tools to find answers.
You need change without downtime.
Probably not for you if…
You plan to replace your whole stack anyway.
Nobody owns the systems involved.
There’s no access to the data or the vendor.
You need everything changed at once.
The service
APIs
Copilots
Legacy data
What we build
01
APIs
APIs and middleware
A secure layer that connects models to your ERP, CRM and internal systems.
02
Copilots
Copilots in existing tools
AI help inside Salesforce, Dynamics, ServiceNow or your own portal.
03
Legacy
AI over legacy data
Natural-language queries, summaries and document processing on old data.
04
Modernise
Targeted modernisation
Rebuild only the components AI needs, without a big-bang migration.
Use cases
01
Sales
CRM copilots
Account summaries, next steps and drafted follow-ups inside Salesforce or HubSpot.
02
Operations
ERP insights
Ask SAP or Dynamics in plain language instead of building another report.
03
Service
Service desks
Ticket summaries and suggested fixes in ServiceNow or Zendesk.
04
Legacy
Legacy portals
An AI layer over internal apps and databases nobody wants to touch.
Security
Low risk by design.
Access and data
Least-privilege access to every connected system.
Runs in your environment: your cloud, private cloud or on-premises.
Private models when data can’t leave your network.
Full audit logs of every AI action.
Safe rollout
Human approval before AI writes to core systems.
Phased releases, one integration at a time.
A tested rollback plan for every change.
Cutovers planned around your business hours.
Engagement
Assess first. Then one integration at a time.
We start with an integration assessment of your systems, data and access. Then we deliver a first integration at a fixed price agreed upfront, with clear success criteria, before a phased rollout across more systems and teams. If the scope changes, we talk before anything is billed.
From assessment to first live integration.
Fixed price, agreed upfront.
Tech stack
01
Interfaces
APIs and protocols
REST, GraphQL and MCP, behind your middleware or API gateway.
02
Code
Services
Python and FastAPI, with .NET or Java where your systems need it.
03
Models
AI models
LLM APIs or private models, chosen for cost, quality and data rules.
04
Cloud
Hosting
Azure, AWS or Google Cloud, or on-premises.
Process
Phased, never big-bang.
A rollback plan for every release.
Case studies
Integrations in production, and what changed.
FAQ
Do we need to replace our systems?
What if our legacy system has no API?
How do you keep our data secure?
Is there a risk of downtime?
How much does it cost?
How long does it take?
Who maintains it?
How is this different from agents or automation?
