Data-flow & manual-hours map
Two working sessions with your COO and controller. You get a map of every data flow, the manual hours behind it and a fixed-price roadmap.
from USD 1,500
Python & AI data engineering for family offices
We turn custodian statements, capital calls, fund reports and parallel spreadsheets into reconciled, automated reporting — built inside your own systems, alongside the platform you already use.
01 · Services
Every engagement is quoted before it starts. If you want us to keep it running afterwards: a monthly retainer from USD 3,500.
Two working sessions with your COO and controller. You get a map of every data flow, the manual hours behind it and a fixed-price roadmap.
from USD 1,500
A scoped sample — up to ten funds or accounts — rebuilt against source documents. Every difference explained, with its page reference.
from USD 6,000
Commitments, unfunded, capital-account roll-forwards and exceptions, reconciled every month on top of Addepar, Masttro, Asora or Excel.
from USD 15,000
Our standard
A reconciled figure is one you can follow back to the statement, the capital call, the page. We build the pipelines that keep it that way — every month, without the parallel spreadsheet.
02 · Why Menlo
Menlo is named for Edison's laboratory at Menlo Park, New Jersey — the first place that turned invention into a method: build, test, set aside what doesn't hold, keep what does.
That is our mark. The grid is every path tried. The one yellow dot is the way that works: the reconciled figure, the verified source. It is also how we treat your data — one difference at a time, until the number holds.
"I have not failed. I've just found 10,000 ways that won't work."— attributed to Thomas Edison
03 · How we work
Where every number comes from today, and who touches it.
Rebuild the figures from source and explain each difference.
Python and AI pipelines, with human review where it matters.
Code, runbooks and documentation stay with you.
04 · Security
We work inside your environment, with your single sign-on and your rules. A security pack is available on request.
05 · Work
We integrate through your platform's API, with your credentials: Addepar, Masttro, Asora, fund administrators, custodian files, Interactive Brokers and, yes, Excel.
Replaced a vendor system. Interest, payment and tax-withholding schedules were recomputed and matched to the cent against the vendor's full export before cut-over. Two-factor sign-in, role-based access, full audit log. Live since October 2026. Not a family office — the same reconciliation method is what we apply to capital accounts.
06 · Contact
No data access needed for the first step. Remote, in English or Spanish.