Manual routine work
More time for valuable work
Recurring steps run automatically, freeing your team for customers, decisions and growth.
AI automation for business processes
AI that does real work. In your processes. In production.
AI automation that does real work in production — hours back, fewer errors, costs predictable.
Expected value before work startsFixed price with a clear scopeDirect line to the engineer
The business outcome
What should change for your business — in concrete terms.
Technology is only the tool. What matters is the effect on your costs, speed and team's capacity.
Error-prone handovers
Less rework and fewer error costs
Connected systems keep data consistent and remove avoidable transfer mistakes.
Slow processes
Shorter lead and response times
Information reaches the right place faster, so work, service and decisions keep moving.
Growing software costs
Predictable costs and real ownership
You get a maintainable system that belongs to you — instead of a dependency deliberately built into someone's business model.
Your economic levers
Where your business wins back time and money.
Our specialty is AI automation. The rest is the engineering around it — the integrations and systems that make automation stick.
Our specialty: AI pipelines & automation
AI that pays for itself — built into the processes you already run.
An impressive prototype is the easy part. Production is where AI projects fail: connecting to the systems you already run, handling the input that doesn't fit the template, keeping quality measurable and costs predictable. That engineering is our specialty — and the system we hand over belongs to you, code, documentation and infrastructure included. When AI is not the economical answer, we say so before you spend money.
Review your AI use caseProduction-grade, not a demo
A demo works once; production runs unattended every day. We build for the second case — error handling, fallbacks for uncertain cases and monitoring are part of the build, so quality is measured, not assumed.
Runs inside your existing systems
No new platform for your team to adopt. AI steps plug into the tools you already run — ERP, inbox, ticketing, file shares — so the process changes, not the people.
Your data stays under your control
GDPR compliance is designed in, not bolted on: EU processing, or models running on your own hardware where data must not leave the house. We only use API providers whose contracts exclude training on your data.
Pays for itself, measurably
Before work starts we quantify the hours, error costs and delays at stake, set against a fixed price. After go-live, monitoring shows whether the system actually delivers — value checked, not claimed.
How we work
Clarify the economic lever first. Then build software.
We first assess what the pain point causes today and what a solution could return. Development starts only when the goal, scope and economics are clear.
01
Quantify the pain point
We capture the hours, errors, delays and follow-on costs the bottleneck causes today.
02
Define value and scope
You receive a fixed-price proposal that sets the goal, expected benefit, scope and weekly plan side by side.
03
See results early
You test working increments and give feedback before unnecessary work is created.
04
Launch and hand over
We handle rollout, documentation and training. Code, system and data pass fully into your hands.
Why RealPainPoints
Direct accountability. Clear costs. Full ownership.
You work directly with the engineer who plans and builds your system. That shortens decisions, prevents misunderstandings and keeps costs and responsibility transparent.
One contact who also builds
From the first conversation to handover, you work with the same accountable person.
Only as much software as needed
We build the simplest solution that reliably removes your pain point — not the largest one we can sell.
No dependency on us
Source code, documentation, infrastructure and data are handed over completely.
Maintainable and transferable
The system is tested, documented and built so your team or another partner can take over.
Free initial consultation
Which process costs you the most time or money today?
Describe the bottleneck and we will assess whether and how it can be solved sensibly. If a software project makes economic sense, you receive a written proposal with fixed price, weekly plan and expected benefit.