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.
- 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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
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 - 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
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
Is redacting PII with Adobe or similar tools actually safe, or can it be reversed?
A member's son, who works in AI, raised concerns about data safety: if you use a public LLM, your data may be used as training data, and there are known ways…
9:06Jun 12 call Members-only - Automation & MCP Open question
Could AI generate the review workpaper automatically instead of having staff manually re-enter data into a spreadsheet?
The group briefly discussed whether documents could be uploaded and AI could generate the worksheet/spreadsheet used for review, eliminating a manual second…
29:02Jun 12 call Members-only - Practice mgmt
How can AI tools like Claude help a firm owner think through reducing hours, semi-retirement, or reimagining their firm's structure?
Rather than treating retirement or scaling back as allornothing, one suggestion was to reduce the number of clients or hours worked (e.g., working fewer hours…
50:08Jun 12 call Members-only - Getting started
How can I find what has been discussed about a specific topic (e.g., security) across all past AI Lab calls?
The AI Lab website has a search feature (found under the meetings or community section) that lets members search past call recordings by topic for example,…
56:01Jun 12 call Members-only - Tax Open question
Why might a firm choose Blue J over a general AI tool like Claude for tax return review, and what would that workflow look like?
One member said they'd rather use Blue J than Claude because Blue J is taxfocused and taxaware, pulling from the correct authoritative sources, and…
45:17Jun 12 call Members-only - Practice mgmt Open question
How can firms help junior staff develop professional judgment if AI is doing the research and thinking for them?
The group raised a concern: previously, staff were forced to research thoroughly before asking a senior a question, which built judgment over time.
43:09Jun 12 call Members-only - Security & compliance
How can I build a tool to strip personal information out of client PDFs before using them with AI?
One member built a local Python program (developed with Claude's help) that redacts PII from PDFs before they're used with AI tools.
1:56Jun 12 call Members-only - Getting started
How reliable is AI at doing math or fully preparing something like a K-1 entry without human review?
The consensus was that AI tools tend to be inconsistent with math because they aren't actually performing calculations the way traditional software does, which…
19:00Jun 12 call Members-only - Getting started
How do I figure out what AI can actually do for me if I don't know how to prompt it for complex tasks?
One suggested approach is to simply ask the AI directly what it can do, rather than trying to figure out the right way to instruct it.
21:55Jun 12 call Members-only - Practice mgmt Open question
Is it necessary to require staff to build a separate workpaper (e.g., Excel spreadsheet) when reviewing tax returns, especially for simple 1040s?
One member questioned the value of an extra workpaper step for relatively simple 1040s, arguing that tying source documents directly to the software should be…
25:52Jun 12 call Members-only - Security & compliance Open question
Do I need special client disclosures or consent under IRC 7216 to use AI tools on client tax data?
The group discussed uncertainty around 7216 and AI use.
5:41Jun 12 call Members-only - Practice mgmt Open question
Could AI tools like Blue J and Juno eventually replace the data-entry and review roles in a tax practice?
One member speculated that if Blue J's review capability proves strong enough, it could replace the staff role that currently just checks dataentry accuracy…
47:36Jun 12 call Members-only - Bookkeeping
What AI-powered bookkeeping tools does Double (formerly Keeper) offer?
A member described meeting with a bookkeeping firm that holds weekly internal AI team meetings and uses Double (the rebranded Keeper).
41:19Jun 12 call Members-only - Automation & MCP
How was the Juno integration with TaxDome supposed to work for tax data entry?
Juno was intended to function as a documentreading and dataentry tool rather than just a research tool.
39:01Jun 12 call Members-only - Automation & MCP
Can AI tools like Claude save significant time on tasks like summarizing property manager statements?
Yes — one member described a staff member spending roughly an hour organizing property manager statements month by month and summarizing them manually.
23:42Jun 12 call Members-only - Practice mgmt
How can a firm owner sell a fully virtual tax and accounting practice quickly and on good terms?
One member described selling their firm by posting on Twitter/X asking 'does anyone want to buy a fully virtual tax and accounting firm?' without even naming…
50:58Jun 12 call Members-only - Security & compliance
How can I safely process sensitive client documents (like investor/loan documents) before sending data into an LLM?
One approach discussed was building a local Python script that acts as a cleaning/preprocessing step: it extracts only the specific data points needed (e.g.,…
9:05Jun 11 call Members-only - Security & compliance Open question
Is it safe to strip PII from a tax return PDF with Python and send the scrubbed data to Claude via API to analyze or create a checklist, and can this be done for every tax return once the AI confirms sensitive data isn't retained?
One member described a workflow built with a colleague: using Python to import a tax return PDF, redact PII (replacing it with bracketed placeholders), and…
7:03Jun 11 call Members-only - Tax
Can AI tell you exactly where to enter data into your tax prep software (like Lacerte) based on a source document?
One member demonstrated uploading a tax form into an AI tool, which recognized that the firm uses Lacerte and told them exactly where to input the data within…
39:25Jun 11 call Members-only - Security & compliance Open question
Is it actually risky or against the rules to put client tax returns into AI tools, as some critics on social media claim?
The group discussed a recurring pattern on platforms like X where some accountants publicly criticize others for putting tax returns into AI tools, implying…
54:02Jun 11 call Members-only - Getting started Open question
What's going on with Claude's new model release ('Fable') hitting usage limits so quickly?
Multiple members reported that a newly released Claude model (referred to as "Fable") burns through usage/session limits extremely fast — one member said it…
16:16Jun 11 call Members-only - Bookkeeping Open question
Should bookkeepers focus on building custom AI workflows in Claude, or just rely on AI features already built into their bookkeeping software (e.g., Double)?
One member raised the idea that a bookkeeping platform called Double is adding many AI tools directly into the product, raising the question of whether…
33:39Jun 11 call Members-only - Tax Open question
How can I automate identifying and filing penalty abatement claims for clients affected by IRS penalty/interest issues (e.g., the 'Kwang' situation), including clients who received notices but weren't in my original calculated batch?
One member described using Claude to build a full playbook after feeding it an article on the topic, then exporting from tax software a list of clients for…
3:27Jun 11 call Members-only - Practice mgmt
How can a firm keep its team up to date on AI tools and usage internally?
One member set up a recurring weekly openoffice session (Tuesday mornings, one hour) in their conference room where staff come together to discuss AI, what…
43:01Jun 11 call Members-only - Automation & MCP Open question
How do I avoid hitting usage limits in Claude when working with large multi-page documents or images?
The issue comes up when feeding a chat too many attachments or a document with many pages (e.g., a 50page document), since each page can count as an image and…
29:01Jun 11 call Members-only - Advisory
How can AI be used to analyze a client's historical financial statements and draft advisory communications?
One member described a workflow for a semiretired solo practice focused purely on advisory work (cash flow, equipment purchase decisions, retirement planning)…
41:51Jun 11 call Members-only - Advisory
Will clients want to use AI to prepare their own taxes instead of hiring a CPA?
Several participants speaking from a client/investor perspective said no.
42:09Jun 11 call Members-only - Tax
Can AI help prepare a Form 3115 filing based on a cost segregation study?
A member showed that after providing a cost segregation study, AI produced a Word document outlining the Form 3115 filing steps based on that study.
40:29Jun 11 call Members-only - Tax
Can AI help prepare a Form 3115 for a cost segregation study and translate the results into specific tax software input fields?
A member described having Claude help prepare a Form 3115 for a client's cost segregation (CAX) study.
38:11Jun 11 call Members-only - Automation & MCP
Should firms build local, script-based tools instead of AI-dependent tools to future-proof against rising AI costs?
The concern raised was that token costs and hardware costs for running AI (including local models) are likely to become significant over time, so it may make…
35:58Jun 11 call Members-only - Practice mgmt
What Claude/AI subscription plan should a firm owner use to avoid running out of usage, and how much does it typically cost?
One member is on a personal Claude plan around $100/month and doesn't come close to hitting limits, but noted that as a firm owner processing higher volume,…
32:46Jun 11 call Members-only - Getting started Open question
Why does Claude Code seem to have lighter/less restrictive usage limits than using Claude's chat interface?
One member's theory (unconfirmed) is that Claude Code has lighter usage limits because it doesn't need to load the context/tools that the chat interface does,…
18:10Jun 11 call Members-only - Security & compliance
Is it safe to share a locally-built AI tool packaged as an .exe file with other firm members?
One member built a Pythonbased tool and packaged it as an .exe file to share with the group, having asked Claude how best to distribute it.
31:18Jun 11 call Members-only - Bookkeeping
How can I use AI to transcribe check stubs and match them to prior-year QuickBooks transactions?
One approach: feed the AI hundreds of pages of check stubs, which it transcribes into text.
30:19Jun 11 call Members-only - Security & compliance Open question
Can data retention/memory be turned off on Claude's team/enterprise plans?
One member noted that memory can reportedly be turned off on Claude's team plans, giving something close to zero data retention (ZDR).
16:57Jun 11 call Members-only - Security & compliance
Why is taking a screenshot or photo of a document instead of uploading the whole file considered safer for avoiding PII exposure in an LLM?
A member described taking screenshots (using a snipping tool) or even phone photos of just the relevant paragraph of a document — for example, only the…
13:25Jun 11 call Members-only - Automation & MCP
How does make.com compare to n8n for building automations?
Make.com is similar to n8n but is considered a bit more userfriendly.
49:08Jun 10 call Members-only - Automation & MCP
What does it cost in tokens/dollars to build these kinds of tools with Claude, and is Claude Max sufficient or do you need Enterprise?
One member said he only uses a Claude Max account (about $200/month) and has never hit the usage limit building all his tools; using an agent that calls the…
33:01Jun 10 call Members-only - Automation & MCP
Is it a mistake to start building an AI-powered client deliverable (like an HTML quarterly estimated tax payment report) and then try to back into a bigger database/app product, or should I approach it differently?
One member built an HTMLbased estimated tax payment deliverable (similar to SafeSend) by prompting an LLM, and wanted to know if starting from a simple…
9:25Jun 10 call Members-only - Automation & MCP
What is the 'superpowers' tool for Claude Code, and where do I get it?
Superpowers is described as an opensource tool for use with Claude Code (or similar codingagent tools) that functions like 'planning mode on steroids.' It runs…
13:44Jun 10 call Members-only - Getting started
I'm not a developer and have only used AI in chat -- how should I get started with Claude Code to build something like a client-facing app?
The recommendation was to download Claude Code for desktop, which has a desktop app that avoids needing to work directly in a coding terminal.
14:55Jun 10 call Members-only - Automation & MCP
How can I build a live dashboard that pulls together client data from multiple systems (like Stripe, QuickBooks, and Airtable) into one view for my team?
A member demoed a live web dashboard built for a client engagement covering roughly a thousand end customers.
16:36Jun 10 call Members-only - Security & compliance
Is a custom-built client dashboard/web app more vulnerable to hacking than keeping data and workflows inside a tool like Claude Code?
One member asked whether a custom dashboard pulling live client financial data is more hackable than keeping things inside Claude Code.
18:34Jun 10 call Members-only - Automation & MCP
How is a custom client dashboard like this typically hosted and secured?
One member described hosting a custom dashboard on a Digital Ocean server, with access restricted to five or six specific people who must sign in through Gmail.
19:01Jun 10 call Members-only - Automation & MCP
Does Claude Code Desktop actually use the terminal/SSH to deploy changes, or is it a separate interface?
Yes.
19:51Jun 10 call Members-only - Automation & MCP
How do you connect QuickBooks data into a custom-built dashboard/agent?
The builder stores API credentials/tokens for each customer in an env file different tokens per client.
24:04Jun 10 call Members-only - Automation & MCP
How do you consolidate financials across multiple QuickBooks entities (including foreign currency) using AI tools?
For a client with three QuickBooks entities (US plus two in Europe), one member built a custom portal that consolidates all three into one consolidated income…
25:24Jun 10 call Members-only - Automation & MCP
How do you get QuickBooks API access for building custom integrations?
You need to set up a QuickBooks developer account and build an 'app' through their process, which includes a questionnaire.
27:04Jun 10 call Members-only - Automation & MCP
How do you prevent an LLM from hallucinating or making incorrect write actions (like deleting/voiding transactions) in QuickBooks?
One member's approach: when the LLM (agent) analyzes something like a deferred revenue account and determines what corrective actions are needed, it does not…
27:39Jun 10 call Members-only
Read all 449 answers
Membership gets you the live sessions and the full answer library.
See membership