Before
€50,000
monthly gross profit from one business area.
AI. Automation. Measurable Value.
Let's increase your company's profits.
AI has reached the stage where it can genuinely change how a company operates, grows and serves its customers. We increase profitability by applying modern AI and automation across the areas of the business where they improve performance, capability and commercial value. We start with the business, not with the technology.
- 20+ years of automation experience
- AI and deterministic automation, each where it works best
- Pilot first - no large transformation upfront
- Before and after measurement, with defined KPIs
- Performance-linked models where value can be verified
How we work
01Free profitability consultationDetails
Thirty minutes about your company, your vision and where you believe the greatest opportunities are. You do not need an AI strategy to start - just how the business works today and where you want it to go.
- We look at where value may be lost
- We agree what a good result looks like
- You keep the conclusions either way
02Baseline and focused pilotDetails
We establish how the chosen area performs today, define a small set of meaningful KPIs, and build one focused pilot against that baseline. Not a company-wide transformation, and not a long theoretical project.
- Baseline and KPIs agreed before we build
- One focused pilot, against a real opportunity
- Bounded scope, reversible if it does not pay off
03Measure the valueDetails
We compare the result with the baseline and calculate the value wherever it can be measured credibly. We scale only where the numbers justify it. Where value can be verified, part of our compensation can be linked to it.
- Before and after, in numbers
- Scale only what proves itself
- Performance-linked model where value is verifiable
Measured value
We define success before we build, and measure it after
Capacity created is not automatically money saved, and a tool is not a result. Where financial value can be measured credibly, we calculate it against the baseline agreed at the start. Technology projects should eventually answer one question: what changed for the business?
After
€62,000
monthly gross profit, same business area.
Verified value
€12,000
incremental value per month, measured against the baseline.
Illustrative example. It shows the measurement model, not a client result - real numbers come from your own baseline.
What we may measure, depending on the opportunity
- Additional revenue or gross profit
- Realized cost reductions
- Recovered opportunities
- Increased business capacity
- Avoided expenditure and reduced losses
- Service and operational improvements
No guaranteed profit and no invented numbers. If value cannot be attributed and measured, we do not claim it.
What we do
Three practices, one engineering partner
Each practice can address a focused need or combine with the others. The engineering detail behind every practice stays available on its own page.
Operations Automation
Replace manual operational work with connected, observable workflows.
- Infrastructure and identity automation
- Monitoring, incident, and runbook workflows
- Integrations across enterprise platforms
Cloud & Platform Engineering
Make infrastructure repeatable, reviewable, and easier to change.
- Terraform and Infrastructure as Code
- Deployment automation
- Multi-environment lifecycle practices
Governed AI Systems
Bring agentic capability into real systems without losing control.
- Agent and tool orchestration with MCP
- LLM integrations with enterprise systems
- Human approval and deterministic guardrails
The agent team
AI agents working inside your systems
One coordinator picks up requests from the channels you already use, delegates to specialised agents, and reports measurable outcomes - with policy, an audit trail, and human approval where it matters.
Who does what
policy · audit trail · human approval
Engineering & infrastructure
- DeveloperGitHub · pull requests
- Reviewerreview · approve PR
- TesterGitHub · test suites
- DevOpsinfra · Terraform · Ansible
Business operations
- RecruitingLinkedIn · screening
- Back officeHR data entry
- Accountinginvoices · reconciliation
Client operations
- Salesemail · WhatsApp · Teams · phone
- Call centreanswers phone calls
- Account managementCRM · follow-up · renewals
More from Constantine Pro
Products, tools, and engineering notes
Technologies & capabilities
Tools chosen for the system at hand
- PowerShell
- Terraform
- Azure
- AWS
- Google Cloud
- ServiceNow
- SolarWinds
- MCP
- LLM integrations
- Orchestration
- Infrastructure APIs
Start a conversation
Could your company be more profitable than it is today?
If the answer is yes, there is something worth exploring. We offer a free 30-minute consultation about your company, your vision and where the greatest opportunities may be. No commitment, no lengthy presentation.
Follow us
See the automation running
Short walkthroughs of the workflows we build and run in production, published on our YouTube channel.