Gilva Labs
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Evergreen Capital · Asset Management · 2025

Turning a nine-day reporting cycle into a six-hour one.

Evergreen's quarterly client reporting consumed two analyst-weeks per fund and still shipped with errors. We automated the assembly, verification and delivery pipeline — and gave clients a portal worth logging into.

01

Challenge

Forty-one spreadsheets fed each quarterly report. Analysts copy-pasted between systems for nine days straight, four times a year, and a single stale cell once reached a client with a misstated return. The firm's client experience was a PDF attachment — while competitors offered live portals. Compliance reviewed everything manually because nothing carried an audit trail.

02

Approach

We treated reporting as a data supply chain, not a document problem. Discovery traced every number in the flagship fund report back to its source, exposing where figures were re-keyed, transformed in hidden tabs, or dependent on one person's machine. The pipeline was rebuilt source-first; the portal came second, once the data deserved it.

01Full data lineage audit of the flagship fund report
02Source-of-truth pipeline with automated reconciliation checks
03Compliance audit trail generated as a by-product, not an afterthought
04Client portal designed with the firm's top ten clients
03

Solution

An automated reporting pipeline that assembles, cross-checks and versions every figure, flagging anomalies for analyst review instead of analyst assembly. Clients now log into a portal with daily-updated positions and the quarterly letter beside them. Compliance signs off from a complete lineage view in hours, not days.

04

Outcome

9 days → 6 hrs
quarterly reporting cycle
100%
figures with full audit lineage
+28
client NPS within two quarters
Drop image: Client portal — fund overview
01Client portal — fund overview
Drop image: Reporting pipeline monitor
02Reporting pipeline monitor
Drop image: Compliance lineage view
03Compliance lineage view

Our analysts were hired to think, and we had them copy-pasting for a month a year. Gilva gave us that month back — permanently.

S. BrandtManaging Partner, Evergreen Capital
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Gilva Labs · Evergreen Capital