AI Client Reporting Agent
Client reporting is one of the most resource-heavy tasks in wealth management: pulling data from several systems, checking it, and writing commentary each quarter. A Client Reporting Agent assembles the report and drafts the narrative from verified figures. The adviser reviews it.
Tecla builds it inside your environment and runs it, wired into the portfolio, performance, and CRM systems your reports draw from.
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The shift underway
Client reporting eats a large share of an operations team's quarter, and clients now expect it faster and more personalized. AI is compressing the work without touching the numbers. The figures show the shift.
minutes: client report review compressed from 90 minutes of manual work to about 10.
Source: industry reporting
of RIAs run modern performance-reporting systems, and the share keeps climbing.
Source: Envestnet
how strongly advisers expect AI to lift back-office work like reporting, versus 4.4 client-facing.
Source: T3 / Inside Information 2026
Inside the agent
A client report is a chain of pulling data, reconciling it, writing commentary, and adding disclosures, repeated for every client each quarter. The agent runs that chain from verified numbers, so an adviser reviews a draft instead of building each one.
Data Pull
Reconciliation
Narrative Writer
Disclosure & Compliance
Pack Builder
Human in the loop
Every number in the report is reconciled to its source and every line of commentary references verified figures, so the adviser reviews a draft they can trust and sends it under their own name. The agent drafts; the adviser is accountable for what goes out.
Scoped to you
This is a typical client reporting build. The exact parts are scoped to how your firm runs: which systems the data comes from, your report format and voice, and the disclosures and compliance checks each report needs.
Related agents
Built, run, and owned, one phase at a time
A reporting tool that formats a clean sample well can still mis-reconcile a real multi-custodian account. A scoped brief, a named team, and someone accountable at each stage are what make this one dependable at quarter-end.
Scope, fixed price
Built into your environment
Monitored and improved
Yours, improving
It starts with a fixed-price Tecla Sprint that scopes and prices the build before you commit.
Trustworthy enough to send under your name
A report with a wrong number goes out under the adviser's name and erodes a client's trust. What makes this one dependable is the separation of computation from writing: the agent reports the verified figures and never invents them.
The numbers come first
It drafts, the adviser sends
It holds your reporting standard
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Turn quarter-end reporting into a review, not a build
A scoping call maps your meeting workflow and returns what the agent would handle, how success gets measured, and the fixed-price Sprint to build it.
Fixed-price AI Systems Sprint. No commitment until scope is confirmed.