Tech Stack Consolidation: Can Beancount Replace Multiple SaaS Subscriptions?

I’ve been analyzing the tech stack consolidation trend hitting accounting in 2026, and wanted to share some thoughts from a tax professional’s perspective.

The SaaS Cost Problem

According to recent research, SaaS costs per employee hit $9,100 annually in 2026 - up from $7,900 just two years ago. For small accounting practices, this means juggling subscriptions that keep getting more expensive while doing essentially the same tasks.

A typical setup might include:

  • QuickBooks Online ($30-200/month)
  • Expensify ($5-9/user/month)
  • Receipt scanning tools ($30-100/month)
  • Bill.com ($65/month)
  • Payroll services ($40+/month)

That’s easily $400-500/month for tools that often don’t integrate well with each other.

Where Beancount Could Help

I’ve been experimenting with Beancount for client tax preparation, and I see potential to replace some of these tools:

Strong replacements:

  • Core accounting and bookkeeping
  • Investment tracking with cost basis
  • Multi-year tax planning analysis
  • Custom categorization for tax purposes

Requires work but doable:

  • Bank transaction imports
  • Basic receipt tracking
  • Standard financial reports

Probably not worth replacing:

  • Payroll tax compliance (too risky)
  • High-volume AP automation
  • Enterprise expense workflows

The Tax Professional Angle

What I find valuable from a tax prep perspective:

  1. Better cost basis tracking - Beancount’s lot tracking beats most SaaS tools
  2. Multi-year analysis - Easy to query 3-5 years of data for planning
  3. Custom categorization - Tag transactions by tax treatment
  4. Audit trail - Complete history is gold during IRS examinations

However, there are practical considerations around client acceptance and the time investment needed to set everything up.

Has anyone here successfully migrated from a traditional SaaS stack to primarily Beancount? I’d love to hear about:

  • What you kept vs replaced
  • Time investment required
  • Client reactions
  • Whether the cost savings justified the effort

I’m considering a hybrid approach - Beancount for core accounting, keep specialized tools for payroll and high-volume tasks. Curious what others are doing in 2026.

Great timing on this topic, Tina! I actually made this exact transition 6 months ago for my personal finances, and I can share some real numbers.

My SaaS Elimination Journey

I was paying for:

  • Mint Premium: $4.99/month
  • YNAB: $14.99/month
  • Personal Capital: Free tier (but they were mining my data)
  • Expensify: $4.99/month for personal expense tracking

Total: ~$25/month or $300/year

Not huge money, but the data fragmentation was killing me. Each tool had pieces of my financial picture, but none had the complete view I needed for FIRE planning.

What I Built Instead

Here’s my current Beancount setup:

1. Automated Bank Imports

I use Python scripts with the plaid-python library to pull transactions daily from 5 accounts (checking, savings, 3 credit cards). Takes about 30 seconds to run, completely automated via cron.

Cost: $0 (Plaid developer tier is free for personal use under 100 items)

2. Custom Budget Dashboard

Fava with a custom budget plugin gives me everything YNAB did - category spending vs budget, visual progress bars, alerts when I’m over budget.

Setup time: ~8 hours initially
Maintenance: ~30 minutes/month to adjust budgets

3. Investment Tracking That Actually Works

This is where Beancount really shines. The lot tracking is superior to Personal Capital for tax purposes:

  • Automatic cost basis tracking
  • Tax-loss harvesting opportunity identification
  • Asset allocation visualization
  • Multi-currency support (I have some international stocks)

I import CSV data from Vanguard and Fidelity monthly. Takes 5 minutes.

4. Receipt OCR (Good Enough)

I scan receipts with my iPhone → Dropbox → Python OCR script using Tesseract extracts amount and vendor → creates pending transaction for me to review.

Accuracy: ~85% (not as good as Expensify’s 95%, but acceptable)
Review time: 2 minutes per week

The Real Time Investment

Let me be brutally honest about hours:

Initial setup:

  • Learning Beancount basics: 10 hours
  • Building import scripts: 15 hours
  • Fava dashboard configuration: 8 hours
  • Custom report creation: 7 hours
  • Total: 40 hours over 6 weeks

Ongoing maintenance:

  • Script debugging when banks change APIs: ~30 min/month
  • Adding new accounts/categories: ~15 min/month
  • Monthly reconciliation and review: 1 hour/month
  • Total: ~2 hours/month

For comparison, I was spending about the same time troubleshooting Mint sync failures and manually categorizing transactions that Personal Capital misread.

The ROI Calculation

If I value my time at $50/hour (conservative for my day job as a financial analyst):

Year 1 cost: 40 hours setup + 24 hours maintenance = 64 hours × $50 = $3,200
Year 1 savings: $300 (eliminated subscriptions)

Pure financial ROI: Not great. Break-even would take ~10 years.

Why I Did It Anyway

But here’s why I don’t regret it:

  1. Complete data ownership - My financial data isn’t being sold to advertisers
  2. Privacy - Everything stays on my local machine
  3. Learning Python automation - These skills have career value beyond personal finance
  4. FIRE-specific analytics - I can track metrics SaaS tools don’t offer (savings rate by year, time to FI at different withdrawal rates, geographical spending analysis)
  5. Speed - BQL queries return instant results, no waiting for cloud services
  6. Mental model shift - Plain text accounting changed how I think about money and budgeting

For me, the non-financial benefits easily justify the $3,200 “investment.”

Comparing Personal vs Professional Use

I want to emphasize: my use case (personal finance, ~50 transactions/month) is WAY simpler than what you’re dealing with professionally.

For bookkeepers managing 20 clients:

  • My 2 hours/month could be 20+ hours at scale
  • Client expectations matter (businesses may require QuickBooks)
  • Compliance is higher stakes (one mistake in payroll = IRS penalties)
  • You need reliable support when things break at 2am before a deadline

So while I’m bullish on Beancount for personal finance, I’d be cautious about wholesale professional adoption without serious planning.

The Hybrid Approach You Mentioned

I think your hybrid idea is spot-on:

Replace:

  • Core accounting (QuickBooks)
  • Personal expense tracking
  • Basic receipt capture (if volume is low)

Keep:

  • Payroll services (Gusto) - compliance is too complex and risky
  • Bill.com if your clients use it - network effects matter
  • High-volume receipt tools if you’re processing hundreds/month

You could potentially cut $400-500/month down to $100-150/month. That’s $3,600-4,200/year in savings - real money that could justify the setup investment.

Resources That Helped Me

If you’re seriously considering this:

  1. Start with your personal finances first - Don’t test on clients. Learn the system on your own books for 2-3 months.

  2. Check the beancount importers repo on GitHub - Tons of bank importers already written by the community.

  3. Join the Beancount discussion group - People share scripts and solutions constantly.

  4. Read the Cookbook and FAQ thoroughly - Answers 80% of questions.

I’m happy to share my import scripts or BQL query examples if helpful. Feel free to ask specific questions!

Bottom line for you: Beancount can absolutely reduce your SaaS costs significantly. The question is whether the ~60-80 hour initial investment fits your current bandwidth. If you’re already working 60+ hour weeks, maybe wait. If you have 2-3 months to gradually build it out, the long-term payoff could be substantial.

This is a great discussion, and I want to add a perspective from someone who’s been on this journey for 4 years now. Both Tina and Fred have hit on important points, and I’d like to share what I’ve learned about making this transition thoughtfully.

The “Yes, But…” Answer

Can Beancount replace most of your SaaS stack? Yes.
Should you replace everything immediately? Probably not.

Let me explain why the nuance matters.

What Beancount Does Exceptionally Well

After 4 years of using Beancount for personal finances and helping friends migrate, here’s where it genuinely excels:

1. Core Accounting (The Foundation)

This is where Beancount is objectively superior:

  • Double-entry enforcement at the syntax level means errors are caught immediately
  • Balance assertions throughout your ledger act as checkpoints
  • Unlimited flexibility in chart of accounts - no vendor-imposed limitations
  • BQL queries give you reporting power that QuickBooks simply can’t match
  • Git version control provides an audit trail that’s better than anything in commercial software

I track personal finances, rental properties, and help a friend with a small consulting business. For core accounting, I’d never go back to QuickBooks.

2. Investment Tracking (Beancount’s Secret Weapon)

Fred mentioned this, and I want to emphasize: Beancount’s lot tracking is legitimately better than most SaaS investment tools:

  • First-class support for FIFO/LIFO/specific lot identification
  • Multi-currency and commodity tracking
  • Unrealized gains/losses on demand
  • Tax-loss harvesting opportunity queries
  • Complete cost basis history

I’ve compared my Beancount investment reports to Personal Capital, and Beancount wins decisively. This alone justified my migration.

3. Custom Categorization and Analysis

SaaS tools give you their taxonomy. Beancount lets you define yours:

  • Multi-dimensional categorization (accounts + metadata + tags)
  • Geographic analysis (“all spending in Seattle vs travel”)
  • Time-based queries (“Q4 2025 vs Q4 2024 by category”)
  • Project-based tracking (“remodel costs by room”)

The flexibility is unmatched.

What Requires Work (But Is Worth It)

These features aren’t built-in, but the plain text foundation makes them achievable:

Bank/Credit Card Imports

Reality: This is the biggest initial hurdle.

Solution:

  • Check the community-maintained importer repository first
  • Many major banks already have importers written
  • Plaid API works for automated downloads (Fred’s approach)
  • CSV importers for institutions without automated access

Time investment: 2-5 hours per institution initially, then it just works.

My experience: First importer took me 8 hours (lots of learning). Second one: 2 hours. Third one: 45 minutes. Now I can add a new institution in under an hour.

Receipt Management

Reality: Commercial OCR (Expensify, Receipt Bank) is better.

Solution:

  • Low volume (<50 receipts/month): Manual entry or basic OCR
  • Medium volume (50-150/month): Tesseract + manual review
  • High volume (150+/month): Keep the SaaS tool, it’s worth it

My experience: I process ~30 receipts/month. iPhone scan → Dropbox → manual review takes 10-15 minutes weekly. For me, it’s fine. If I had 200 receipts/month, I’d absolutely keep Receipt Bank.

Budget Tracking

Reality: Fava’s budget plugin isn’t as pretty as YNAB.

Solution:

  • Fava + budget plugin for basic needs
  • Custom Python scripts for advanced visualization
  • Weekly review discipline (no mobile app means you check manually)

My experience: After using both YNAB and Beancount budgeting, I prefer Beancount’s flexibility despite YNAB’s prettier interface. But I’m also someone who enjoys running BQL queries. Your mileage may vary.

What You Should NOT Replace

Here’s where I strongly recommend keeping SaaS tools:

1. Payroll Services (Non-Negotiable)

Fred and Tina both mentioned this, and I want to triple-emphasize it:

Do NOT replace Gusto/ADP for payroll.

The compliance requirements are extensive:

  • Federal tax withholding (W-4 calculations)
  • State tax withholding (varies by state)
  • Local taxes (some cities have their own)
  • FICA, Medicare, unemployment insurance
  • Quarterly filings (941, state equivalents)
  • Year-end W-2/1099 generation and filing
  • New hire reporting

One mistake can cost thousands in penalties. Gusto at $40/month is the cheapest insurance you’ll ever buy.

Could Beancount track payroll transactions? Yes, after payroll is calculated.
Should you use Beancount to calculate payroll? Absolutely not, unless you’re a payroll specialist.

2. AP Automation with Network Effects

If you’re using Bill.com and your vendors/clients are already on the platform, think carefully before replacing it:

  • Electronic payment rails (ACH, wire, check)
  • Vendor portal for invoice submission
  • Multi-level approval workflows
  • Payment status tracking

The value isn’t just your internal tracking - it’s the network. Losing that coordination with vendors may cost more than you save.

3. Multi-Employee Expense Reimbursement

Personal expense tracking in Beancount: Great.
Team expense workflows with approvals: That’s enterprise software development.

If you have employees submitting expenses for approval and reimbursement, keep Expensify or similar. Don’t try to build approval workflows from scratch.

The Realistic Hybrid Approach (What I Recommend)

Based on years of experimentation and helping others migrate, here’s the strategy I’ve seen work:

Phase 1: Personal Finance Pilot (Month 1-3)

Goal: Learn the system before touching client/business books.

Actions:

  • Migrate YOUR personal finances to Beancount
  • Build 1-2 bank importers for your own accounts
  • Set up Fava, explore the interface
  • Run monthly reconciliation and reports

Outcome: You’ll know if you actually like this workflow. Some people love it. Some people hate it. Better to find out on your own books before committing clients.

Phase 2: Automate the Basics (Month 4-6)

Goal: Build reusable infrastructure.

Actions:

  • Create import scripts for common banks your clients use
  • Build standard report templates (P&L, balance sheet, cash flow)
  • Document your workflow in a runbook
  • Test reliability: can it handle 3 months without breaking?

Outcome: You have a foundation that won’t require constant reinvention.

Phase 3: Single Client Test (Month 7-9)

Goal: Prove the concept professionally.

Actions:

  • Choose your simplest client (sole proprietor, <100 transactions/month)
  • Migrate to Beancount while keeping QuickBooks as backup for 90 days
  • Track time investment meticulously
  • Document every pain point and win

Outcome: You know the real ROI and whether this scales.

Phase 4: Decide (Month 10-12)

Goal: Commit or pivot based on evidence.

Actions:

  • Calculate actual time spent vs time saved
  • Evaluate client satisfaction
  • Assess your own satisfaction (do you enjoy this?)
  • Make the call: expand, hybrid, or abort

Outcome: You have real data to make an informed decision.

The Honest Time Investment

Let me share what 4 years of experience has taught me:

Initial Setup (One-Time)

  • Learning Beancount: 10-20 hours (depends on accounting background)
  • First importer: 5-10 hours (learning curve)
  • Additional importers: 1-3 hours each (gets faster)
  • Fava configuration: 3-5 hours
  • Report templates: 5-10 hours
  • Total: 30-50 hours

Ongoing Maintenance (Monthly)

  • Import debugging: 0-1 hour (most months: zero, occasionally: 1-2 hours when banks change things)
  • New accounts/categories: 15-30 minutes
  • Reconciliation: 30-60 minutes (same as with SaaS)
  • Total: 1-2 hours/month average

Key insight: After the first 6 months, maintenance is actually lower than dealing with QuickBooks sync failures, Expensify categorization errors, and integration headaches.

But you have to get through those first 6 months of learning and setup.

The ROI Question: More Than Just Money

Everyone focuses on the subscription cost savings, but that’s only part of the equation.

Financial ROI (Sobering Reality)

Example: Professional bookkeeper, 15 clients

Costs:

  • Initial setup: 50 hours × $100/hour = $5,000
  • Client migrations: 15 clients × 15 hours × $100 = $22,500
  • Year 1 maintenance: 24 hours × $100 = $2,400
  • Year 1 total: $29,900

Savings:

  • SaaS reduction: $350/month × 12 = $4,200/year

Financial break-even: ~7 years

That looks terrible, right?

But Consider the Non-Financial Value

  1. Data ownership: You control the client data, in portable format
  2. Differentiation: “Premium plain text accounting” as a unique service
  3. Customization: Build exactly what each client needs
  4. No vendor lock-in: Never worry about SaaS price increases or forced migrations
  5. Skills development: Python/automation expertise has career value
  6. Client education: Plain text makes finances accessible to clients

The real question: Are these intangibles worth the 7-year financial break-even?

For me: Yes. For you: Only you can answer that.

Who Should (and Shouldn’t) Do This

Good Candidates:

:white_check_mark: Tech-comfortable: You don’t need to be a programmer, but you should be curious about automation
:white_check_mark: Time available: You have 40-60 hours to invest over 3-6 months
:white_check_mark: Simple clients: Retail, service businesses without complex needs
:white_check_mark: Values data ownership: Privacy and control matter to you
:white_check_mark: Enjoys optimization: You find efficiency projects satisfying

Poor Candidates:

:cross_mark: Time-constrained: Already working 60+ hour weeks
:cross_mark: Tech-averse: No interest in learning Python or debugging scripts
:cross_mark: Complex clients: Manufacturing, multi-entity, international operations
:cross_mark: Compliance-critical: Clients with investor/bank requirements for specific software
:cross_mark: Wants quick wins: This is a long-term investment, not a quick fix

My Top Recommendations

After 4 years and many lessons learned:

1. Start Small, Not Big

Don’t try to replace all 5 tools simultaneously. Start with core accounting. Add automation incrementally. Keep some SaaS tools if they’re working well.

2. Test on Yourself First

Never migrate a client before you’ve used Beancount for your own finances for at least 3 months. You need to understand the mental model and workflow before teaching it to others.

3. Document Everything

Create runbooks, checklists, and templates. Your future self (and any team members) will thank you.

4. Join the Community

This forum, the Beancount mailing list, GitHub discussions - there’s a wealth of collective knowledge. Don’t reinvent wheels that others have already built.

5. Keep It Simple Initially

Don’t over-engineer on day one. Start with basic accounts. Add complexity only when you need it. I’ve seen too many people create elaborate 50-account structures on day one and then abandon Beancount because it’s “too complicated.” Start simple.

6. Measure Ruthlessly

Track your time investment. Track cost savings. Track client satisfaction. Make decisions based on data, not assumptions.

The Bottom Line

Can Beancount replace most of a typical SaaS accounting stack? Yes, probably 70% of it.

Should you do it? It depends on:

  • Your technical comfort level
  • Your available time
  • What you value (cost savings vs data ownership vs customization)
  • Your client base and their needs
  • Your personality (do you enjoy building systems?)

My recommendation: Try the phased approach. Start with personal use. Test with one simple client. Measure results. Then decide.

After 4 years, I can confidently say: for the right person with the right clients, this transition is transformative. For others, it’s not worth the effort, and that’s okay.

What specific challenges are you most concerned about? I’m happy to share more detailed experiences with any particular aspect - bank imports, report building, client communication, whatever would be most helpful.

Wow, this is exactly the conversation I needed! Tina, I’m in almost the same boat as you - drowning in SaaS subscriptions and wondering if there’s a better way.

My Current Situation

I run a small bookkeeping practice with 22 clients (mostly retail and service businesses). My monthly SaaS bill is:

  • QuickBooks Online (multiple client accounts): $195/month
  • Expensify (team + clients): $78/month
  • Receipt Bank: $85/month
  • Bill.com: $65/month
  • Gusto: $45/month

Total: $468/month or $5,616/year

And like you said, these prices keep creeping up. Expensify just raised rates again last quarter.

What’s Pushing Me to Consider This

It’s not just the cost - though $5,600/year would buy a lot of other things for my business. It’s the integration headaches:

Last week alone:

  • Monday: QuickBooks sync with my bank failed, had to manually re-import 47 transactions
  • Wednesday: Expensify export had wrong GL codes, spent 2 hours fixing
  • Thursday: Bill.com invoice didn’t sync to QuickBooks, client got confused about payment status
  • Friday: Receipt Bank misread a vendor name as “AMZN MKTPLACE” instead of the actual purchase description

I’m spending 6-8 hours a month just babysitting these integrations and fixing errors. That’s billable time I’m losing.

Fred’s Personal Finance Story Gives Me Hope

Fred, your setup sounds amazing for personal use. The $300/year savings might not justify 40 hours of work financially, but I love the idea of complete data ownership and custom analytics.

Your point about FIRE-specific metrics that SaaS tools don’t offer really resonates. I have clients asking questions like “What’s my customer acquisition cost by marketing channel?” or “Which product lines are actually profitable after all costs?”

QuickBooks can’t answer these without elaborate workarounds. Beancount with BQL queries could.

Helpful_Veteran’s Phased Approach is Brilliant

The phased rollout you described is exactly what I needed to hear. I was thinking “all or nothing” and that felt overwhelming.

Your plan makes way more sense:

  1. Test on my own finances first (2-3 months)
  2. Build importers and templates (2-3 months)
  3. Pilot with 1 simple client (3 months)
  4. Decide based on real data

That’s a 9-12 month journey, not a “flip the switch” overnight change. Much more manageable.

My Hybrid Approach Plan

Based on this discussion, here’s what I’m thinking:

Replace (Targeting $300/month savings):

:white_check_mark: QuickBooks for core accounting ($195/month)

  • Beancount handles this beautifully
  • BQL queries better than canned reports
  • Git version control for audit trails

:white_check_mark: Expensify for low-volume clients ($30/month partial savings)

  • Keep it for 5 clients with lots of employees
  • Replace for 17 clients where I just need basic expense tracking
  • Expected savings: ~$40/month

:white_check_mark: Receipt Bank for simple clients ($40/month partial savings)

  • Keep for 3 high-volume clients (100+ receipts/month)
  • Manual entry or basic OCR for everyone else
  • Expected savings: ~$45/month

Keep (For Good Reasons):

:cross_mark: Gusto - You all convinced me. Payroll compliance is too risky.
:cross_mark: Bill.com (for now) - 8 of my clients have vendors already using it
:cross_mark: Expensify (for 5 high-volume clients) - The workflow automation matters

Net Result:

Before: $468/month
After: ~$160/month
Savings: $308/month or $3,696/year

The ROI Math That Actually Works

Let me run numbers more specific to my situation:

Initial Investment:

  • Learn Beancount on my own finances: 20 hours
  • Build bank importers for common institutions: 30 hours
  • Create report templates: 15 hours
  • Document workflow/runbook: 10 hours
  • Migrate first 5 clients: 75 hours (15 hours each)
  • Total: 150 hours

Opportunity cost: 150 hours × $75/hour (my billable rate) = $11,250

Annual savings: $3,696

Financial break-even: 3 years

But wait - there’s more to the story:

Time I’m currently wasting on SaaS issues: 6-8 hours/month
Value of that time: 7 hours × $75 = $525/month = $6,300/year

If Beancount reduces integration babysitting by even 50%, that’s $3,150/year in recovered billable time.

Adjusted annual savings: $3,696 (SaaS) + $3,150 (time) = $6,846/year

Adjusted break-even: 1.6 years

Now it’s starting to look attractive!

My Concerns and Questions

I’m excited but also realistic about challenges:

1. Client Communication

How do I explain “I’m switching you from QuickBooks to plain text files” without them thinking I’ve lost my mind?

My draft pitch:

“I’m transitioning clients to a premium plain text accounting system that provides better data ownership, superior audit trails through version control, and more flexible custom reporting. You’ll receive the same (or better) financial statements, with the added benefit of complete data portability and transparency.”

Does that sound credible, or too buzzwordy?

2. Auditor/Tax Preparer Acceptance

Several of my clients work with CPAs for year-end taxes. Will they accept Beancount-generated reports?

Or do I need to keep “exporting to Excel” as an intermediate step to make it look familiar?

3. The Learning Curve

I’m comfortable with spreadsheets and basic scripting, but I’m not a Python developer. How realistic is it for me to build and maintain importers?

Fred mentioned 15 hours to build import scripts. Helpful_veteran said 5-10 hours for the first one. Is there a middle ground estimate for someone who’s tech-comfortable but not a coder?

4. When Things Break

My biggest fear: it’s 2am during tax season, an import script breaks, my client needs reports by 8am, and I’m staring at error messages I don’t understand.

With QuickBooks, I can call support (even if they’re often useless). With Beancount, I’m on my own.

How do you handle support/backup when custom scripts fail?

My Commitment (Inspired by This Thread)

Based on this discussion, here’s what I’m committing to:

Phase 1 (Next 3 Months): Personal Pilot

  • Migrate my own bookkeeping business finances to Beancount
  • Build importers for my bank and credit cards
  • Set up Fava and create reports I actually use
  • Document every hour spent and every issue encountered

Success metric: Do I actually like this workflow better than QuickBooks?

Phase 2 (Months 4-6): Infrastructure Build

  • Create importers for the 5 banks my clients most commonly use
  • Build standard report templates (P&L, balance sheet, cash flow, aging)
  • Write a client migration checklist
  • Create a troubleshooting runbook

Success metric: Can I migrate a client in 10 hours or less?

Phase 3 (Months 7-9): Client Pilot

  • Choose my simplest client (a yoga studio with ~60 transactions/month)
  • Migrate to Beancount while keeping QuickBooks as backup
  • Track time meticulously
  • Get client feedback monthly

Success metric: Does this actually save me time compared to QuickBooks?

Phase 4 (Month 10): Decision Point

  • Calculate real ROI based on actual data
  • Decide: expand to more clients, or stick with hybrid approach

I’ll report back here with real numbers in 10 months.

One More Thing: The 2026 Tech Stack Consolidation Trend

Tina, you mentioned the industry trend toward consolidation. I’ve been reading the same articles:

This isn’t just us feeling SaaS fatigue - it’s an industry-wide reckoning.

And honestly, Beancount might be the ultimate consolidation: one system (plain text + scripts) replacing 5 SaaS tools.

Thank You All

This thread has given me:

  1. :white_check_mark: A realistic timeline (9-12 months phased rollout)
  2. :white_check_mark: Honest ROI expectations (3-year break-even financially, sooner with time savings)
  3. :white_check_mark: A clear hybrid approach (replace 70%, keep 30%)
  4. :white_check_mark: Specific risks to watch for (client acceptance, auditor comfort, support burden)
  5. :white_check_mark: The confidence to try this on my own books first

Fred - I’d love to see your import scripts and BQL examples if you’re willing to share.

Helpful_veteran - Your phased approach is brilliant. Can you share more about how you communicate this to clients?

Tina - Let me know if you move forward with this. Maybe we can compare notes along the way.

I’m going to start Phase 1 this weekend. Wish me luck!