Architecture and scalability
Whether the system as built can reach the numbers in the model, and what has to be rebuilt if it cannot. We separate what breaks at 10× from what breaks at 100× — those are very different price tags.
Before a round closes or an acquisition completes, someone has to answer whether the technology can carry the plan the deal is priced on. We review the architecture, the codebase, the infrastructure and the team, then hand over a report that states the risks, ranks them, and puts a number on fixing each one.
The team is impressive and we cannot independently verify what they have built.
The plan assumes ten times the load. Nothing in the current system suggests it will get there.
One engineer appears to understand the whole platform, and we need to know how bad that is.
Whether the system as built can reach the numbers in the model, and what has to be rebuilt if it cannot. We separate what breaks at 10× from what breaks at 100× — those are very different price tags.
Where the debt is concentrated and what it costs per shipped feature. Debt in a stable, rarely-touched module is not a finding; debt on the critical path is. We report the difference rather than a raw score.
Authentication, secret handling, data flows, dependency risk and third-party exposure, assessed against the obligations the business actually carries in the markets it sells into.
Who knows what, how much of the system has exactly one person who understands it, and how quickly a replacement could get productive. Usually the finding with the largest effect on valuation.
How long a change takes from decision to production, and how often it goes wrong. A team that ships weekly and a team that ships quarterly present the same roadmap very differently.
Every material finding gets an estimate in engineering months and a position in a sequence, so the number can go into the model instead of into a footnote.
A private self-hosted infrastructure cluster built on Proxmox, OpenTofu, Terragrunt, Ansible, K3s, GitOps, dedicated runner VMs, and a separate AI control plane for delivery experiments and internal operations.
Explore caseA full-stack data product for exploring the Ukrainian vehicle registry through search, analytics, dashboards, authenticated user flows, public API documentation, and an operational admin surface.
Explore caseTell us the deal timeline and how much access you have. We reply within a business day with a scope, a fee and an honest read on whether the timeline is achievable.
Send us a short description of what you're building or what's broken. We'll reply within a day with honest thoughts on scope, approach, and whether we're the right fit.