Answers
Every question, with the answer the group gave.
Every real question asked on a Lab call, with the answer the group actually gave, linked to the moment it happened. Searchable, so Wednesday keeps working for you all week.
449 answers · 16 sessions indexed · new every Wednesday
108 questions are still open. See what ALFA is working on.
Saw it online instead of hearing it on a call? Signal or Noise is the other half of this desk: ALFA's verdict on what members see in the wild.
- Automation & MCP
What is Ramp Stack and what does it do for accounting firms?
Ramp Stack is described as an AI operating system for accountants, built specifically for accounting partners on top of the broader Ramp platform.
9:01Jun 18 call Members-only - Practice mgmt
How does Ramp Stack compare to the AI features already available in Karbon/Double-style practice tools?
A member noted they'd started using AI features in Double with some of the accounting firms they help, and asked how Stack compares.
13:19Jun 18 call Members-only - Bookkeeping
If bank feeds are enabled in Ramp, do you need to disable QuickBooks' auto-posting bank rules to avoid duplicate postings?
It's not a hard requirement to disable QBO autoposting, though picking one system likely makes more sense.
48:10Jun 18 call Members-only - Automation & MCP Open question
How is Stack (Ramp's AI accounting platform) priced, and is it a per-token or per-client-seat cost?
Pricing is not yet finalized.
25:47Jun 18 call Members-only - Automation & MCP
How often are the underlying AI models used by Ramp's Stack platform updated, and is output consistency part of the selection criteria?
The team is constantly evaluating models and updating benchmarking.
24:16Jun 18 call Members-only - Automation & MCP
How do 'skills' work in Stack, and do I need to build them all myself before using the product?
Skills are like standard operating procedure documents that agents invoke automatically based on prompts (e.g., a variance analysis prompt invoked a variance…
39:01Jun 18 call Members-only - Automation & MCP
When setting up a recurring AI-generated task (like a depreciation schedule), do you need to review the execution plan every month, or just once?
Just the first time.
36:04Jun 18 call Members-only - Bookkeeping
Can the AI agent push a generated depreciation schedule directly into QuickBooks?
Yes.
33:51Jun 18 call Members-only - Practice mgmt Open question
Can I upgrade to a ChatGPT Team plan with fewer than the stated 5-seat minimum?
One member discovered that it was possible to upgrade from ChatGPT Pro to Team with only 2 member seats instead of the advertised 5seat minimum.
19:00Jun 17 call Members-only - Automation & MCP
How do you get all client communications (calls, texts, emails, meetings) synced into one place for an AI client-update dashboard?
All communications are routed into Airtable, which acts as the underlying database.
51:23Jun 17 call Members-only - Automation & MCP
How much time did it take to build a custom internal AI/automation system (using Air Table, apps, and AI) for managing client work?
There's no set number of hours for total setup time.
59:52Jun 17 call Members-only - Automation & MCP
How can I build an internal firm portal and client-facing app (with onboarding hub, forms, and niche landing pages) without a developer?
One member demoed an app they built themselves that serves as an internal staff portal plus a client onboarding hub, with forms and even custom landing pages…
39:00Jun 17 call Members-only - Getting started Open question
How do I know when I need to use a higher model like Opus instead of Sonnet in Claude?
A member raised this as an open question they were running into — not knowing when a task requires Opus versus Sonnet.
16:27Jun 17 call Members-only - Client comms Open question
How are firms using Gamma to create client-facing tax return presentations, and could tools like Perplexity or AI-generated video improve on this?
One member's process: after the AI review of the tax return, a prompt summarizing the major items in the return is generated and fed into Gamma, which produces…
1:12:39Jun 17 call Members-only - Getting started Open question
What's the difference between a 'skill' in Claude for Chrome versus a skill in Claude Desktop?
One member's understanding is that Claude for Chrome has more ability to take actions in the browser (described as more ability to 'do bad things') compared to…
13:59Jun 17 call Members-only - Tax
Is there a way to replace a static tax organizer/questionnaire (like Sorban) with an AI voice agent that clients interact with verbally, similar to what Grove offers?
One member described a product called Grove that replaces the traditional written tax questionnaire with a verbal AI agent interaction — clients answer…
1:04:25Jun 17 call Members-only - Security & compliance
How do you protect private client information when running AI tax reviews inside Air Table?
The response was that everything is housed in Air Table, which the speaker states is SOC 2 Type II, so the AI model doesn't have to pull data from outside the…
1:10:58Jun 17 call Members-only - Practice mgmt
Why do you prefer Gamma over other AI tools for creating presentations?
The speaker's preference is Gamma because it looks more polished and refined, having used it for a couple of years.
59:00Jun 17 call Members-only - Practice mgmt
How many people at the firm actually use this internal client-summary app?
The response was simply 'everybody' — all staff at the firm use the tool, and all communications (emails, phone calls, etc.) with clients are logged into it.
49:39Jun 17 call Members-only - Practice mgmt
When a single client contact has multiple entities under one email address, how do you keep client communications organized in the system?
Communications are set up around a main company record for monthly/coaching clients.
49:57Jun 17 call Members-only - Practice mgmt
What does Digits actually cost per client, and is the advertised pricing accurate?
The advertised pricing (around $10/month per client) is not what one member ended up paying.
36:05Jun 17 call Members-only - Practice mgmt
How should firms decide which new AI or software changes to roll out this year without overwhelming staff or clients with too much change management?
One member's approach is to only roll out something new if they're confident it will be a longterm fit, since every new clientfacing process (like an intake…
27:01Jun 17 call Members-only - Getting started
Can you get Claude Teams with fewer than the standard 5-seat minimum?
A member shared that they discovered you can upgrade from a Claude Pro account to Claude Teams with only 2 member seats instead of the usual minimum of 5.
18:57Jun 17 call Members-only - Automation & MCP
What tool can be used to build a custom internal firm portal, client portal, or niche landing pages without traditional web development?
One member built an internal staff portal, a client portal, an onboarding hub, and niche landing pages (e.g., for a therapistCPA niche) using a platform called…
37:37Jun 17 call Members-only - Getting started
Why does Claude give an error saying 'you've exceeded 100 images in this chat' when uploading a long PDF, and how do I fix it?
A member uploaded two long PDF files and got an error stating the chat exceeded 100 images.
15:05Jun 17 call Members-only - Automation & MCP
Has anyone tried the new AI-native bookkeeping ledgers like Kick or Digits, and how do their Claude/MCP integrations compare to QuickBooks or Xero?
One member has been testing Digits for about a month and likes it so far, saying it's made things simpler.
33:08Jun 17 call Members-only - Automation & MCP
How can an AI assistant automatically summarize a client's status (overdue tasks, recent work, deliverables) from stored communications and call data?
The member added an AI assistant (nicknamed 'Aaliyah/Leah') into their internal app that reads client data stored in Airtable and, with a prompt like 'catch me…
45:57Jun 17 call Members-only - Automation & MCP
How do you build a leads board and 'client 360' dashboard that pulls in call recordings, emails, and messages so any staff member can see the full history with a client?
A member built a leads board showing incoming leads and stats, plus a full 'client 360' view where anyone talking to a client can see all their info, messages,…
40:06Jun 17 call Members-only - Automation & MCP
With Claude's current capabilities, do you still need a separate tool like Zapier/Fillout/Zite to build a client dashboard, or could Claude alone build the whole app?
The view expressed was that a dedicated appbuilding tool (Fillout/Zite in this case) is still preferred, both for functionality and layout quality.
58:24Jun 17 call Members-only - Automation & MCP Open question
What is 'Grove' and is anyone trying to replicate its interactive voice questionnaire feature?
One member mentioned a tool called Grove that has a voicebased interactive client questionnaire feature.
1:16:47Jun 17 call Members-only - Getting started
Do people use Claude's built-in voice feature or a separate tool like Whisper Flow to dictate into AI chat tools?
One member said they just use the builtin voice feature in Claude, though they've been considering trying Whisper Flow as well.
1:03:58Jun 17 call Members-only - Automation & MCP Open question
Should firms wait for their practice management software to release built-in AI features, or build their own AI solutions in the meantime?
Several members are frustrated that inapp AI features from practice management platforms are moving much slower than their appetite for AI adoption.
23:28Jun 17 call Members-only - Automation & MCP Open question
Could this client-communication dashboard be built without Airtable, e.g. using Google Drive or OneDrive for client documents?
The response was that it's probably possible, but Airtable is preferred because it functions as a true relational database, and the app builder used for the…
52:36Jun 17 call Members-only - Getting started Open question
How do you decide which AI model to use for a given task (e.g., Claude Opus vs. other models)?
One approach is to follow the general guidance that you should pick the model that matches the difficulty of the task, using lighter models for simple work and…
20:37Jun 17 call Members-only - Automation & MCP
What AI-related projects have members been working on in their firms recently?
One member described using Claude Code to generate HTML for website pages, which they were able to paste directly into their website template and found very…
29:18Jun 17 call Members-only - Tax
What does an AI-assisted 1040 review workflow look like using Air Table and Claude/Opus?
One firm's workflow: client documents go into Air Table (fed from a broader system), which feeds into a 'tax board.' Within Air Table, a prompt is created as a…
1:09:00Jun 17 call Members-only - Automation & MCP Open question
How difficult is it to pull text messages (e.g. from WhatsApp) into Airtable for client communication tracking?
It was described as easy when using a phone system with a good API (the speaker uses Quo, formerly known as Open Phone).
55:09Jun 17 call Members-only - Automation & MCP Open question
Has anyone set up AI voice agents to handle client communication end-to-end, from phone calls through scheduling and record-keeping?
One member described setting up a voice AI agent to answer the phone (after hours or when busy), integrated via Zapier through cal.com to Google Calendar and…
1:11:39Jun 17 call Members-only - Automation & MCP
Is the AI assistant embedded in the internal app an open-source LLM, and does using it consume API tokens each time?
The assistant is a version of Claude embedded into the app, and it only reads data already stored in Airtable rather than making external calls each time, so…
47:03Jun 17 call Members-only - Bookkeeping Open question
How can I get a live bank data feed for a client without using QuickBooks Online, since waiting for monthly statements isn't practical?
One option found using Claude for research is a service called SimpleFin, which costs about $1.50 a month.
31:43Jun 17 call Members-only - Security & compliance
Is it safe to build these bookkeeping tools and put client bank statements into the free version of Claude or ChatGPT?
No — the group's guidance was clear that you should not put client bank statements or any clientrelated data into the free version of Claude (or presumably…
22:42Jun 16 call Members-only - Security & compliance Open question
Without clear IRS guidance, what practical steps can a firm take to reduce risk when using AI tools on client tax data (e.g., regarding IRC 7216 consent)?
One practical approach discussed: use a trusted, established program (rather than a selfbuilt tool), disclose the use of the tool somewhere in the engagement…
49:01Jun 16 call Members-only - Security & compliance Open question
Is there a 7216 difference between building your own workflow in Claude versus using a purpose-built vendor tool like Blue J or Black Ore?
The view expressed was that using a vetted thirdparty tool (Blue J, Black Ore, TaxGPT) is preferable to building something yourself in Claude, partly because…
43:19Jun 16 call Members-only - Tax Open question
Should I use Claude or a dedicated tax-specific tool to prep returns for review each morning?
The idea floated was having Claude process everything overnight so that a batch of returns is sitting ready for review each morning.
46:45Jun 16 call Members-only - Security & compliance Open question
If AI is used to review client source documents and build workpapers, does that trigger IRC 7216 disclosure/consent requirements?
The IRS has not updated Section 7216 to address AI directly, so there's no clear ruling on whether AI counts as an 'auxiliary service' (which wouldn't require…
5:00Jun 16 call Members-only - Automation & MCP Open question
Is there a way to scrub PII from client documents before feeding them to AI tools, without needing coding skills?
One approach discussed: a member with no coding background built a local, noncloud tool by simply asking Claude to create software that scrubs PII from…
6:13Jun 16 call Members-only - Client comms
How can I use Claude to automatically draft client financial review emails from monthly bookkeeping data?
One workflow: a bookkeeper submits monthend data following a consistent file/folder protocol so Claude can locate it.
14:37Jun 16 call Members-only - Tax
What are people actually using TaxGPT for - research or preparation review?
One participant said they use TaxGPT for research, describing it as great for that purpose, but had not used it for return preparation review.
45:10Jun 16 call Members-only - Bookkeeping Open question
Can AI automatically organize incoming client tax documents (PDFs from email and TaxCaddy) into workpapers by client, year, and category?
This was raised as a major desired use case: taking PDFs from email and TaxCaddy and organizing them into a firm's share drive by client, year, and category,…
3:49Jun 16 call Members-only - Security & compliance Open question
Should I wait for IRS guidance on whether AI tools count as an 'auxiliary service' under 7216 before choosing tax software?
One participant noted that a Google search on 'Blue J 7216' returned information suggesting Blue J runs on dedicated tenant infrastructure and doesn't use…
48:07Jun 16 call Members-only - Security & compliance
Can you avoid sending data to the internet entirely by having Claude build a tool that runs locally?
Yes, you can ask Claude to build a tool that lives locally as a desktop program you click to open, so no data goes to the internet.
26:26Jun 16 call Members-only - Client comms
Are clients using ChatGPT to question their tax returns, and how should preparers handle that?
One participant noted that this tax season they received more client emails with questions about their returns that were clearly generated by feeding the…
46:18Jun 16 call Members-only - Practice mgmt
What should I expect if I want to sell my accounting/tax firm quickly, in terms of process and deal terms?
One member shared their experience selling a fully virtual small accounting and tax firm about a year and a half ago.
1:02:48Jun 16 call Members-only - Tax
Are AI tax research tools like Blue J or TaxGPT useful for firms that mostly do simple returns and don't do much tax research?
One participant said they weren't initially interested in Blue J or TaxGPT for tax research since most of their returns are simple.
51:45Jun 16 call Members-only - Practice mgmt
How can a firm decide which legacy clients to fire or reprice, and what tool can help with that analysis?
A speaker described building a 'client analyzer' tool (referenced in the chat) that firm owners can use to import their client list and run scenario analysis…
55:40Jun 16 call Members-only - Getting started
What's the structure of the AI Lab for Accountants sessions (beginner lab, open lab, guest demos) and how can members request new topics or formats?
The AI Lab for Accountants currently runs two recurring session types that can be added to your calendar via subscription on the program calendar: a beginner…
1:07:04Jun 16 call Members-only - Automation & MCP
How can I use Claude's Co-work feature to automate recurring firm tasks like email management?
Claude's desktop app has a section called Cowork (only available on the desktop version) that can run scheduled tasks, do multistep work, and act like an…
9:00Jun 16 call Members-only - Automation & MCP
I keep hitting Claude's usage limit and getting locked out for hours during a long audit task. What can I do about it?
One member described running long multistep audits of an Excel billofmaterials file in Claude, hitting 100% of the usage window in about 10 minutes and then…
29:00Jun 16 call Members-only - Automation & MCP
Do I still need the Claude Excel add-in, or can Claude AI (desktop/co-work) write directly into an Excel file the same way?
The view expressed was that you likely don't need the Excel addin anymore.
37:04Jun 16 call Members-only - Bookkeeping
Can Claude build a general ledger or bookkeeping records directly from raw bank and credit card statements when there's no QuickBooks file?
Yes.
17:40Jun 16 call Members-only
Read all 449 answers
Membership gets you the live sessions and the full answer library.
See membership