An inherited system
Nobody can explain how it works.
You need to change a system the business depends on, but the original knowledge has gone. I trace the behavior and dependencies so we can repair it with confidence.
Repair an inherited system →Ryan Ginsberg · AI-native operating partner
Make sense of the system.
Make it work for your people.
The person who built it has left. The numbers don’t add up. Your team keeps finding a way around the software.
I bring business understanding, systems architecture and hands-on delivery to the problem. I diagnose what is wrong, design the change and take responsibility for getting it working with your team.
Where I come in
Does either of these sound familiar?
From quote to payment
The work is done. The records don’t agree.
Pricing, contracts, delivery and finance are telling different stories. I connect the records and rules so each step carries the same agreement.
Connect the commercial workflow →Working on a client’s system? Bring me in for a specialist build →
Selected work
A closer look at the work.
Judgment
Check the number before changing the report.
A response-time report measured from the wrong event. The repair began with the definition, then the records behind it.
Read the reporting repair →Delivery
Reconstruct what the previous builder left behind.
An undocumented integration needed to change. I traced its behavior and dependencies, then checked that the updated references worked.
Read the inherited-system repair →Capability
Equip the owner to make the next change.
At Secured Tech, I worked with Value-First Team and the client’s developer. My contribution included hands-on guidance to deploy and extend their own apps.
Read the joint delivery story →How I work
Context first. Judgment throughout.
01 · Understand
Find out what is actually true.
I trace the relevant records, conversations and business rules to establish what is happening. I test the explanation against the system and the people who operate it.
See the method →02 · Decide and build
Choose the change worth making.
A setting, an integration or a custom build: the answer follows the problem. I stay hands-on, show the work early and use feedback to improve it.
Explore the problems I work on →03 · Verify and teach
Make the result understandable.
We check real cases and walk the person who will run the system through the change. Your team keeps the decisions, documentation and knowledge to build on it.
See capability transfer →Working together
Start with a result we can inspect.
We agree a defined repair or build, a fixed fee and the person on your side who will own it. The system review is part of delivery in week one.
After that result is working, we can agree an ongoing roadmap. The relationship grows around work that is worth doing.
Explore working together →Already responsible for a client’s system?
I deliver integrations and custom workflows alongside agency teams. Practitioners can also work with me through a separate coaching program.
Where I go deepest
HubSpot, and the systems around it.
HubSpot is where much of my delivery experience lives. My work connects it to accounting, billing, inventory and the real decisions people make every day.
The person you’ll work with
Curious about the problem. Responsible for the result.
My background is in customer success and implementation. I care about what happens after the software is configured: whether someone can use it, trust it and make the next change.
I lead engagements through Unified Support Solutions (USS), with teammates supporting implementation and verification. You know who owns each part.
More about me →“They didn't build this portal for me. They taught me how to build it on my own. That's a fundamentally different kind of relationship.”
Cody worked with me through Value-First Team. His team later built their own customer portal.
Let’s talk
What needs to work better?
Tell me what is happening, what you have already tried and why it matters now.
Situation to discussYou can describe the details in your email or conversation.
Included when you choose to email me.
A free 30-minute conversation to identify the problem and agree a useful next step. You’ll receive a written recap, whether or not we work together.