Automating Client Reporting with Trillet Analytics and Stripe Billing
Reporting and billing can be systematised, but automation still needs data checks, client-specific context, exception handling, approval, and reconciliation. Trillet provides client analytics and a native Stripe integration. Use this workflow to reduce repetitive work, then measure the actual time saved in your agency rather than assuming universal hourly benchmarks.
This guide walks through the step-by-step setup for both systems, the specific data points each system automates, and the time savings at three scale benchmarks. Automated invoicing and dunning generally get agencies paid faster and with fewer disputes than manual chasing, which is exactly the kind of overhead you want gone before you scale a client book. If you are still deciding how reporting and billing fit into the broader operation, our white-label voice AI platform guide covers how to package, price, and operate the whole agency before you wire up the automation below.
What Trillet Analytics Automates
Trillet's call analytics covers the core numbers an agency needs for client reports without manually reviewing call logs or counting transcripts. Each sub-account (one per client) maintains its own analytics, shown month by month across the last 12 months and filterable by agent and call direction.
What Trillet's call analytics shows per sub-account:
- Total and completed calls
- Average call duration
- Voicemail
- Call volume by hour of day
- Top agents
- Disposition breakdown (each call's outcome)
- Sentiment
- Extracted variables, the fields you define for post-call analysis, such as service type or whether an appointment was booked
- Export of the month's results
Call history adds each call's summary, transcript, recording and post-call analysis, also with export. For custom dashboards, the platform API returns call history, recordings and call metrics. The help centre explains how to review call analytics.
What this replaces manually: Without automated analytics, agency operators manually review call logs, count calls by type, calculate averages in a spreadsheet, and compile results into a client-facing document. At 10 clients with 200-400 calls each per month, that is 2,000-4,000 individual call records to process monthly.
What it does not automate: ROI calculations (you need to input the client's average job value and conversion rate), qualitative analysis (transcript review for agent errors or improvement opportunities), and narrative context (explaining trends or anomalies). Those still require human judgment, which is why automation reduces time rather than eliminating it.
These same per-sub-account metrics power your client-facing dashboards, so it is worth aligning your report template with the voice agent client dashboard features clients see directly. Consistent numbers across the live dashboard and the monthly report build the trust that drives renewals.
Setting Up Automated Reporting
The setup process connects Trillet's analytics to your client reporting workflow. The goal is to minimize the gap between raw data and client-ready reports.
Step 1: Configure sub-account analytics
Each client should have their own sub-account in Trillet's white-label dashboard. Verify that each sub-account has:
- Correct business name and contact information
- Proper timezone setting (so hour-of-day volume matches the client's working day)
- Post-call extraction fields for the outcomes you report on, such as whether an appointment was booked
Step 2: Create your report template
Build a reusable template that maps directly to the data Trillet provides. This avoids reformatting every month.
Recommended report structure:
CLIENT MONTHLY REPORT: [Business Name]
Period: [Month Year]
CALL SUMMARY
Total calls handled: [call analytics]
Completed calls: [call analytics]
Appointments booked: [dispositions or extracted variables]
Average call duration: [call analytics]
PEAK ACTIVITY
Busiest hour: [call analytics, volume by hour]
After-hours calls: [counted from call history] ([X]% of total)
REVENUE IMPACT
Calls answered outside staffed hours: [counted from call history]
Estimated value per converted call: $[manual input]
Estimated monthly revenue recovered: $[calculated]
AGENT HEALTH
Issues identified: [manual input from transcript review]
Issues resolved: [manual input]
Knowledge base updates: [manual input]
NEXT MONTH
Recommended optimizations: [manual input]
Step 3: Set up data export schedule
Trillet's dashboard supports data exports that you can pull at the start of each reporting period. Set a recurring calendar reminder for the 1st of each month to pull the previous month's data for all sub-accounts.
Export workflow:
- Log into your white-label dashboard
- Navigate to each sub-account's analytics
- Set the date range to the previous month
- Export the summary data
- Paste into your report template
- Add manual inputs (ROI calculation, transcript notes, recommendations)
- Send to client
Step 4: Automate delivery where possible
For agencies at 20+ clients, consider connecting Trillet's data to an automated email workflow. Options include:
- Trillet API + email automation: Use the platform API to pull call history and call metrics programmatically and populate email templates that auto-send on a schedule
- Manual with VA support: Your VA pulls the data, populates templates, and sends reports with your approval (see the hiring and delegation guide for delegation specifics)
What Stripe Billing Automates
Stripe's recurring billing handles the invoice lifecycle end to end: generating invoices on schedule, collecting payments, handling failed payments with retry logic, sending receipts, and tracking revenue per client.
Automated billing functions:
- Recurring invoice generation on your chosen billing cycle (monthly or annual)
- Automatic payment collection via saved card or bank account
- Failed payment retry (configurable: 3 attempts over 7 days is standard)
- Automatic receipt and invoice emails to clients
- Revenue reporting (MRR, churn, average revenue per client)
- Tax calculation (via Stripe Tax, varies by jurisdiction)
What this replaces manually: Creating invoices in a spreadsheet or accounting tool, emailing them individually, tracking who has paid, following up on late payments, and reconciling payments against your bank account. At 10 clients, this is 3-5 hours per month of admin work. At 50 clients, it is a part-time job.
Setting Up Stripe Billing for Your Agency
Trillet includes native Stripe billing on Studio and Agency. You connect your agency's Stripe account once, then create one-time or recurring invoices for each client workspace from the platform; recurring invoices can auto-charge the card on file. Agency adds a custom per-minute rate for each client.
Step 1: Create your Stripe account
If you do not already have a Stripe account, create one at stripe.com. Complete identity verification and connect your bank account. This typically takes 1-2 business days.
Step 2: Set up your pricing in Stripe
Create a product for each service tier you offer. Keep it simple.
Example product setup:
| Product Name | Price | Billing Cycle |
|---|---|---|
| Base AI Agent | $400/month | Monthly |
| Base + Calendar Booking | $500/month | Monthly |
| Base + Calendar + SMS | $550/month | Monthly |
| Annual Base Agent | $288/month ($3,456/year) | Annual |
Reuse these as the line items on each client's invoices. Avoid per-client custom prices unless the client has genuinely unique pricing. The fewer price points, the cleaner your reporting.
Step 3: Connect Stripe to Trillet
Connect your agency's Stripe account to Trillet once. The connection covers the whole agency, so you do not repeat it for each client. The help centre walks through agency client billing step by step.
Step 4: Create invoices for each client
For each client workspace, create a recurring invoice for the retainer, setting the frequency, start date and whether to auto-charge the card on file, plus a one-time invoice for any setup fee. Invoices are saved as drafts, so review them and send when ready. On Agency, you can also set a custom per-minute rate for the client, with an optional monthly rate for each phone number. See create and manage invoices for the screens.
New client billing checklist:
- Agree the retainer, setup fee and any per-minute rate in the client contract
- On Agency, set the client's custom per-minute rate (and phone-number rate, if used)
- Create the recurring retainer invoice and any one-time setup invoice for the client workspace
- Review the drafts, then send them
- Verify the first payment arrived in Stripe
Step 5: Configure dunning (failed payment handling)
In Stripe's billing settings, configure Smart Retries:
- Retry schedule: 3 attempts over 7 days
- After final retry fails: Send a notification email to you and the client
- Grace period: 7 days before subscription is marked as unpaid
Do not automatically cancel subscriptions on failed payment. Most failed payments are expired cards or temporary bank holds, not intentional cancellations. A personal follow-up after the third retry failure recovers a meaningful share of at-risk subscriptions that automated retries alone would lose.
Time Savings at Scale
The combined impact of automated analytics and automated billing grows exponentially with client count. The table below shows estimated monthly time for reporting and billing tasks with and without automation.
| Task | 10 Clients (Manual) | 10 Clients (Automated) | 20 Clients (Manual) | 20 Clients (Automated) | 50 Clients (Manual) | 50 Clients (Automated) |
|---|---|---|---|---|---|---|
| Pulling analytics data | 3 hrs | 0.5 hrs | 6 hrs | 1 hr | 15 hrs | 2 hrs |
| Formatting reports | 3 hrs | 1 hr | 6 hrs | 2 hrs | 15 hrs | 4 hrs |
| Creating invoices | 2 hrs | 0.25 hrs | 4 hrs | 0.5 hrs | 10 hrs | 1 hr |
| Chasing payments | 1 hr | 0.25 hrs | 2 hrs | 0.5 hrs | 5 hrs | 1 hr |
| Reconciling payments | 1 hr | 0.25 hrs | 2 hrs | 0.5 hrs | 5 hrs | 1 hr |
| Total | 10 hrs | 2.25 hrs | 20 hrs | 4.5 hrs | 50 hrs | 9 hrs |
At 50 clients, automation saves approximately 41 hours per month in this model, including time to review draft invoices before they go out. At an agency operator's effective hourly rate of $75-150/hour (based on what that time could generate in sales or client management), that represents $3,075-6,150 in recovered productive capacity monthly.
Reinvest that recovered time where it protects revenue: consistent, on-time reporting is itself one of the strongest voice agent client retention strategies, because clients who see documented results every month rarely question the invoice. Pair the reporting cadence with deliberate voice agent client churn reduction tactics so the hours you save get spent on the accounts most at risk of leaving.
One honest caveat: these time estimates assume clean data and well-configured systems. The first month after setup typically requires more time as you troubleshoot edge cases: clients with unusual billing cycles, timezone mismatches in analytics, or report formatting quirks. Budget an extra 3-5 hours in month one for setup debugging.
Common Integration Pitfalls
Several technical issues trip up agencies during setup. Knowing them in advance saves troubleshooting time.
Timezone mismatches: If your Trillet sub-account timezone does not match the client's actual timezone, "after-hours" reporting will be inaccurate. A plumber in Phoenix showing 40% after-hours calls might actually show 25% after correcting from UTC to MST. Verify timezones for every sub-account before generating reports.
Double billing: If you bill a client through a subscription created directly in Stripe and also through a recurring invoice in Trillet, they get charged twice. Pick one billing route per client and cancel the other.
Invoice tax configuration: Stripe Tax calculates and applies sales tax automatically, but only if you enable it and configure your nexus locations. If your clients are in states or countries with sales tax on SaaS services, set this up before your first invoice. Retroactively adding tax to existing subscriptions creates confusion and looks unprofessional.
Report timing: Calls that finish late on the last day of the month can land after you pull the numbers. Pull monthly reports on the 2nd of the month, not the 1st, to ensure complete data.
Trillet's white-label voice AI platform starts at $99/month (Studio, 3 clients) or $299/month (Agency, unlimited clients) with $0.12/minute usage after included minutes. Both plans include native Stripe billing and per-client call analytics; Agency adds unlimited sub-accounts and per-client minute rates. The combination automates the two biggest operational time sinks for voice AI agencies. To plan your niche, pricing, and launch before you commit, start with our white-label voice AI platform guide and compare tiers on the white-label pricing page.
Frequently Asked Questions
Does Trillet's Stripe integration handle usage-based billing (per-minute charges)?
Partly. On Agency, you can set a custom per-minute rate for each client workspace, while one-time or recurring invoices carry the retainer and other fees; recurring invoices can auto-charge the card on file. Invoices are created as drafts and sent when you're ready, so check usage-related lines before sending. On Studio, calculate overage from call analytics and add it as an invoice line. Some agencies simplify this by including a generous minute allocation in the flat monthly price and billing overages separately.
Can I use a different payment processor instead of Stripe?
Trillet's native billing integration is built for Stripe. You can use other payment processors (Square, PayPal, QuickBooks) for invoicing, but you lose native invoicing from the platform: one-time and recurring client invoices, auto-charge on recurring invoices, and per-client minute rates on Agency. Most agencies find that Stripe's combination of recurring billing, dunning, and reporting makes it the strongest option for subscription-based services.
How do I handle clients who want custom reporting beyond the standard template?
Start with the standard template for all clients. If a high-value client requests additional metrics or formatting, create a custom version of the template that adds their specific data points. Do not rebuild from scratch. The custom version should be the standard template plus additions, keeping 80% of the format identical. This way, your VA or automation can still handle most of the preparation.
What happens to billing data if I switch from Trillet to another platform?
Your Stripe account is yours. All billing history, customer records, subscriptions, and payment data remain in your Stripe account regardless of which voice AI platform you use. What you lose is creating and sending client invoices from the platform. Portable billing data is one of the advantages of using Stripe as your billing layer rather than a platform-specific billing tool.
How do I set up automated billing for annual contracts with a discount?
Create a separate annual price in Stripe (for example, $3,456/year instead of $400/month). When a client commits to annual, create their subscription using the annual price. Stripe handles the annual billing cycle, sends renewal notices before the anniversary date, and collects payment. The discount math should be transparent to the client: "Annual pricing is $288/month billed yearly, which saves you $1,344 per year compared to monthly billing."
Updated for September 2026: refreshed plan entitlements and replaced universal automation-time claims with a controlled reporting and reconciliation workflow. Also replaced the analytics metric list with what Trillet's call analytics reports, and rewrote the Stripe setup around one-time and recurring invoices per client workspace.
Related Resources
- White Label AI Billing Automation: How to Streamline Client Invoicing in 2026
- How to Create Monthly ROI Reports for AI Voice Agent Clients
- Weekly Workflow for Managing AI Voice Agent Clients
- AI Agency SOPs: Templates for Every Recurring Task
- How to Scale Your AI Agency from 5 to 50 Clients
Editor's note (June 2026): added the white-label voice AI platform guide as in-body context, linked same-cluster operations resources (client retention strategies, client churn reduction, and client dashboard features), refreshed the Trillet pricing and CTA capsule to include both the product page and the platform guide, and updated the timestamp.




