Best AI Bookkeeping Software for Startups (2026): 9 Tools Ranked
Last updated: June 3, 2026

The best AI bookkeeping software for startups in 2026 is Puzzle for Stripe-heavy SaaS, Xero for general-purpose startups that will scale, and Wave when cost is the only constraint. But here is the part most comparison posts miss: when we analyzed real Capterra and G2 complaints about accounting software, the top systemic pain points were not weak AI features. They were inconsistent payment processing (40 companies affected, 9.0/10 market-gap score), inefficient customer support (9.0), manual reporting inefficiencies (8.7), and inadequate integrations (60 companies, 8.5). Founders churn from QuickBooks over pricing, surprise fees, and support — not feature lists. Below we score 9 tools on the dimensions that actually decide whether your books stay clean, using BigIdeasDB's analysis of 1M+ verified user complaints across Capterra, G2, Reddit, and the App Store, plus revenue data from 2,700+ verified startups.
Every "best bookkeeping software" roundup scores the same six things and arrives at the same answer. We did something different. Before ranking a single tool, we pulled the real, systemic complaints founders file against accounting software — issues flagged as recurring across dozens of companies, not one-off gripes. That changes the rubric. When the top Accounts Payable complaint is "Inconsistent Payment Processing" — 40 companies, 9.0 market-gap — integration reliability and exit data matter more than whether an AI auto-tags 91 versus 94 percent of transactions.
This article compares Puzzle, Xero, QuickBooks Online, Pilot, Bench, Wave, FreshBooks, Sage, and Zoho Books — nine tools instead of the usual eight — on six startup-fit dimensions: AI categorization quality, accrual-readiness, setup time, cost at solo scale, integration reliability, and exit/export quality. We weight toward what a solo or seed-stage founder under 500 monthly transactions actually feels, then tell you exactly who should switch, who should wait, and when bad books become a genuine emergency rather than a chore you can defer.
Want to see the real complaints behind any software category before you buy — or before you build a competitor? BigIdeasDB analyzes 1M+ verified complaints across Capterra, G2, Reddit, and the App Store.
What founders actually complain about (the data)
We ran the systemic, recurring complaints across every accounting-adjacent category in the BigIdeasDB Capterra dataset — Accounting, Accounts Payable, Billing and Invoicing, Bookkeeper, and Accounting Practice Management. A "market-gap score" near 9 means the pain is intense, widespread, and unsolved by current tools. These are the issues a startup's bookkeeping choice has to survive:
| Pain point | Category | Companies affected | Market-gap | Severity |
|---|---|---|---|---|
| Inconsistent payment processing | Accounts Payable | 40 | 9.0 | 4.5 |
| Inefficient customer support across platforms | Accounting | 34 | 9.0 | 4.5 |
| Manual reporting inefficiencies | Distribution Accounting | 30 | 8.7 | 4.2 |
| Cumbersome UIs disrupting workflows | Accounting | 34 | 8.5 | 4.3 |
| Inadequate integration with other apps | Accounting Practice Mgmt | 60 | 8.5 | 4.2 |
| Complex navigation and setup for new users | Bookkeeper | 20 | 8.5 | 4.3 |
| Inconsistent transaction handling in integrations | Bookkeeper | 25 | 8.2 | 4.5 |
| Software bugs and reliability issues | Accounting Practice Mgmt | 40 | 8.1 | 4.5 |
Source: BigIdeasDB analysis of systemic, recurring complaints in Capterra accounting-software categories. Market-gap and severity scored 0-10 and 0-5 respectively. Aggregated from 1M+ analyzed complaints.
Notice what is not on this list: "AI categorization is too inaccurate." Founders are not abandoning their tools because the machine learning is weak. They leave because payments break, reports take hours to assemble by hand, support is slow, and integrations silently drop transactions. G2's aggregated insights for the Accounting and Finance subcategory echo it almost word-for-word: the primary pain points are "complex regulatory compliance processes, difficulties in integration with other systems, and inadequate real-time reporting capabilities." This is the lens we score through — and it is the lens almost every other comparison ignores in favor of a feature checklist.
The two highest-frequency clusters are worth dwelling on. "Inadequate integration with other apps" touches 60 companies — the single most widespread pain in the dataset — and "inconsistent transaction handling" adds 25 more. That is the failure mode that turns a clean ledger into a tax-time disaster: a bank feed or Stripe connection that quietly drops or duplicates transactions for a month before anyone notices. Support quality (9.0 gap) compounds it, because when the integration breaks you are at the mercy of a help queue.
Reddit makes the pricing-and-support story concrete. The 2026 threads are angrier than ever:
"I have a cleaning company... I've been using QuickBooks for the last couple years, and I'm sick of it. I'm constantly being hit with fees and charges, and I don't even know what some of them are. It's gotten extremely annoying." — r/smallbusiness
"I feel like QuickBooks has 100s of features I don't use, and the ones I do use are overly complex and I overpay for it all. Price keeps increasing, and there's no real data flow into TurboTax for tax filing." — r/smallbusiness
"I'm a solopreneur and used QuickBooks for many years. Last year they raised the price to $1000/year and I looked for an alternative. I found Wave free. It does everything I need it to do." — r/Bookkeeping
The through-line across all of them: the binding constraints for early-stage founders are price drift, surprise fees, lock-in, and support — exactly the dimensions the complaint data flags as 8.5-plus gaps. If you are validating a new product idea against signals like these, our guide to the biggest business pain points of 2026 walks through how to read market-gap scores, and the complaint analysis platform shows how the dataset is built.
How we scored (methodology)
Most roundups score "features." We scored "fit against the failure modes founders actually report." Each tool is rated 1 to 5 on six dimensions, each chosen to map directly onto a complaint cluster from the table above. A perfect tool would score 30. We deliberately weight toward the solo-and-seed reality — under 500 monthly transactions, no in-house finance hire, and a price-sensitivity that the revenue data later in this piece makes painfully clear.
- AI categorization quality. How reliably the tool auto-codes transactions so you review exceptions, not everything. Maps to the "manual reporting inefficiencies" gap (8.7).
- Accrual-readiness. Can it do real accrual accounting and Stripe-style deferred revenue, or is it cash-basis only? This is what separates "survives a Series A diligence" from "fine until it isn't."
- Setup time. Hours from signup to a working chart of accounts and a first reconciliation, for a non-accountant. Maps directly to the 8.5-gap "complex navigation and setup" complaint.
- Cost at solo scale. Real software-only price at the typical solo/seed tier, weighted for the price-creep pattern founders keep flagging. We penalize tools with histories of mid-contract increases and surprise fees.
- Integration reliability. Banks, Stripe, payroll, payment processors — and whether transactions flow without silent drops. Maps to the two highest-frequency complaint clusters (60 and 25 companies).
- Exit / export. Can you leave with clean, GAAP-grade history if you switch or get acquired? Lock-in is the quietest tax in this category.
We cross-referenced each score against the systemic complaint data, public pricing pages, and 2026 Reddit threads. The scores are opinionated by design: a tool that is technically capable but generates recurring complaints in a dimension loses points there, because that complaint is what you will live with.
The master comparison table
| Tool | AI categorization | Accrual-ready | Setup | Cost (solo) | Integrations | Exit/export | Total |
|---|---|---|---|---|---|---|---|
| Puzzle | 5 | 5 | 4 | 4 | 5 | 4 | 27 |
| Xero | 4 | 5 | 3 | 3 | 5 | 5 | 25 |
| QuickBooks Online | 3 | 4 | 2 | 2 | 5 | 4 | 20 |
| Pilot | 4 | 5 | 4 | 1 | 4 | 3 | 21 |
| Bench | 3 | 3 | 4 | 1 | 3 | 3 | 17 |
| Wave | 3 | 2 | 4 | 5 | 3 | 4 | 21 |
| FreshBooks | 3 | 2 | 5 | 3 | 3 | 4 | 20 |
| Sage (Accounting) | 3 | 4 | 3 | 3 | 4 | 4 | 21 |
| Zoho Books | 3 | 4 | 3 | 4 | 4 | 4 | 22 |
Scoring by BigIdeasDB, weighted toward solo/seed-stage fit and cross-referenced against systemic complaint data from Capterra and G2. Pilot and Bench are bookkeeping-as-a-service (human + AI), so their low "cost at solo scale" reflects the $300-$500/mo floor, not product quality.
Honest topline. Puzzle leads outright for SaaS startups because it is the only tool that pairs genuinely AI-native categorization with built-in accrual and Stripe-grade revenue recognition. Xero is the general-purpose winner — it scales from your first dollar to roughly $20M ARR without a re-platform and has the cleanest exit data of anything here. Wave wins purely on cost. Zoho Books is the dark-horse value pick. QuickBooks Online is mid-pack: a safe default only if your CPA insists, dragged down by setup friction and the price drift and surprise fees founders keep citing.
Per-tool honest reads
1. Puzzle (~$0-$220/mo) — best for SaaS
Built ground-up around AI doing the categorization and humans reviewing exceptions. Its Stripe integration is the deepest in the category, with accrual-basis revenue recognition that handles metered and prorated SaaS pricing natively — the single biggest time sink the manual-reporting complaint cluster describes. In head-to-head categorization tests circulating in 2026, Puzzle consistently auto-codes a meaningfully higher share of mixed transactions than the incumbent tools. The free Starter tier covers pre-revenue; paid tiers scale to roughly $220/mo at higher volume. Founders are noticing — r/smallbusiness now has standalone "anyone tried Puzzle.io as an alternative to QuickBooks" threads. Pick Puzzle if: you run a Stripe-heavy SaaS and want the AI to actually carry the work.
2. Xero ($20-$80/mo) — best general-purpose
The mature, general-purpose pick. Its AI categorization, bank rules, and anomaly detection have closed the gap since 2024, and it does full accrual accounting out of the box. Where Xero wins is breadth: it works equally for agencies, e-commerce, and consultancies, and its export quality is the cleanest in this list — which matters directly given the "inadequate integration" complaint affecting 60 companies. The one knock is setup, which assumes a little accounting literacy. Pick Xero if: general-purpose, planning to scale, no need for SaaS-specific rev-rec depth.
3. QuickBooks Online ($35-$235/mo) — the incumbent
The default because it is the default. QuickBooks shipped real AI improvements in 2024-2025 but still trails Puzzle and Xero on accuracy, and it carries the two complaints founders cite most: the longest setup of any tool here for a non-accountant, and pricing that has drifted up faster than inflation. The 2026 Reddit threads are brutal — "constantly being hit with fees and charges I don't even know what some of them are," and a recurring complaint that the bookkeeper relationship itself forces a $50-$100/mo subscription you would not otherwise buy: "small business owners hire a bookkeeper, only to be told they must get a QuickBooks subscription, even if they weren't using it before." Pick QuickBooks if: your accountant insists, or you specifically need its unmatched third-party network.
4. Pilot ($349+/mo) — done-for-you, AI-assisted
Bookkeeping-as-a-service with AI categorization inside and a CPA-level human reviewing monthly. Strong accrual support and investor-grade reporting, which is why VC-backed founders choose it. The cost — $4,200-plus/year — is the trade. It directly answers the most relatable complaint in the dataset, the founder who admits "I spend every Sunday night staring at spreadsheets and I am about to lose it... I still dread opening QuickBooks." Pick Pilot if: you are VC-backed with investor reporting requirements and would rather pay than learn the books.
5. Bench ($299-$499/mo) — small-business service
The other bookkeeping-as-a-service option, more small-business than startup, with lighter AI than Pilot and primarily cash-basis output. Bench went through a service interruption and acquisition in late 2024; reliability has stabilized but warrants diligence for new signups — a real instance of the "software bugs and reliability issues" cluster (8.1 gap, 40 companies) playing out at the service layer. Pick Bench if: you are a small business, not a startup, and want a human handling routine books.
6. Wave (free) — best on cost
The honest free option, and the tool founders most often name when fleeing QuickBooks price hikes. Categorization is competent, not Puzzle-level, and it is cash-basis with no real accrual or deferred-revenue support — fine below roughly 30 transactions a month, but you will outgrow it. It also has rough edges: r/Bookkeeping users note Wave makes you "manually transfer Wave payments to my bank account" and does not auto-split processor fees. Pick Wave if: pre-revenue or near-zero volume, or a hard budget ceiling.
7. FreshBooks ($19-$60/mo) — best for service businesses
The friendliest interface in the category and the lowest setup friction. Invoicing and project profitability are best-in-class for freelancers and agencies, but accounting depth is shallow — limited accrual support and lighter AI than peers. Pick FreshBooks if: you are a service business or agency. Wrong pick for a SaaS startup that needs deferred revenue.
8. Sage ($10-$25/mo Accounting tier) — the steady mid-market on-ramp
Sage Accounting (formerly Sage Business Cloud) does proper accrual accounting at a lower entry price than QuickBooks, with solid bank feeds and a clear upgrade path into Sage Intacct as you grow. AI categorization is middle-of-pack and the UI feels dated, but it is reliable and the export story is clean. Pick Sage if: you want accrual-grade accounting cheaply and may scale into a heavier finance stack later.
9. Zoho Books ($0-$70/mo) — best if you live in Zoho
Genuinely competent accrual accounting at the cheapest paid tier in this comparison, with a free plan for very small revenue. The pitch is the ecosystem: if you already use Zoho CRM, Inventory, or Mail, integration is seamless. Standalone, it rivals Xero on depth; AI is middle-of-pack. The one caveat founders raise is support reachability — one r/smallbusiness owner flagged "no way to get ahold of someone to help us quickly" as a red flag during evaluation, which tracks with the 9.0 support-gap theme. Pick Zoho Books if: you are in the Zoho ecosystem or want maximum accrual capability per dollar.
Every tool above has a public list of complaints. BigIdeasDB turns those into ranked, validated SaaS opportunities — so you can build the fix, not just pick a tool.
What the complaint data actually says about accounting software
Step back from the individual tools and the dataset tells a clear story about the category as a whole. Across the accounting-adjacent Capterra categories we analyzed, four themes dominate by company count and gap score, and every one of them is an operational reliability problem rather than a missing feature. Here is how the systemic pain maps to what you should weight when choosing:
| Complaint theme | Gap score | What it means for your choice | Tools that handle it best |
|---|---|---|---|
| Inadequate / inconsistent integrations | 8.5 | Bank/Stripe feeds that drop or duplicate are the top failure mode | Xero, Puzzle |
| Inefficient customer support | 9.0 | When the feed breaks, response time decides your month | Pilot, Bench (human in loop) |
| Manual reporting inefficiencies | 8.7 | Hours lost assembling reports by hand each month | Puzzle, Xero |
| Inconsistent payment processing | 9.0 | Surprise fees and processor mismatches erode trust and books | Wave, Zoho Books |
| Complex setup for new users | 8.5 | Long onboarding is where non-accountants give up | FreshBooks, Wave |
Source: BigIdeasDB Capterra/G2 complaint analysis. "Tools that handle it best" reflects our scoring above, not vendor claims.
The takeaway is uncomfortable for the standard feature-checklist roundup: no single tool is strong on all four reliability themes at once. AI-native tools (Puzzle) crush manual reporting but you are on your own for support. Human-in-the-loop services (Pilot, Bench) ace support but cost 10x. Free tools (Wave) win cost but lean cash-basis. The right pick is the one whose weakness you can tolerate — which is why the next sections frame the decision by urgency and by founder type, not by a single "best" verdict.
When to defer bookkeeping vs when it's urgent (by stage)
Not every founder needs to obsess over books on day one — but the cost of waiting too long is non-linear, and most people misjudge where the line is. Here is the honest read by stage:
- Pre-revenue, building (defer-able). If you have no customers and under ~10 transactions a month, a free tool with a clean chart of accounts is enough. Spending money or hours here is premature optimization. Set it up correctly once and move on.
- First dollars to ~$5k MRR (set the foundation now). This is the cheapest moment to get accrual-correct. The mistake is choosing a cash-basis tool because it is simpler today; you are quietly scheduling a re-platform. Low effort now, expensive to skip.
- $5k-$50k MRR (urgent — do not defer). Transaction volume crosses the threshold where manual cleanup costs real days, and you are close enough to a raise or sale that a buyer could ask for history any quarter. Bad books here directly threaten a deal.
- Raising or selling, any revenue (emergency). If a term sheet or LOI is in motion and your books are cash-basis or messy, this is a five-alarm fire. Diligence will surface it, retroactive accrual cleanup is the most expensive bookkeeping work there is, and it can re-trade or kill a deal. This is when founders panic-hire Pilot.
- Regulated or taking annual prepayments (urgent regardless of size). Annual contracts mean deferred revenue from your first sale. Cash-basis here misstates your numbers on day one.
The unifying rule: bookkeeping is deferrable as a time investment, never as a foundational decision. You can put off doing the monthly close for a few weeks; you cannot put off choosing an accrual-capable tool if you will ever need accrual, because retrofitting it is the painful part.
QuickBooks alternatives: who should actually switch
"Should I leave QuickBooks?" is the most common question in this category. The honest answer: most founders should not switch impulsively, but a clear subset should. QuickBooks is the default because every US CPA is fluent in it and its integration network is unmatched — real advantages. The complaint data and Reddit threads point to four profiles for whom the switch is worth it:
- Stripe-heavy SaaS founders — switch to Puzzle. QuickBooks' SaaS revenue recognition requires a manual reconciliation pass every month; Puzzle does it natively. This is the strongest case to switch.
- Solopreneurs feeling the price drift — switch to Wave or Zoho Books. The "$1000/year" and "surprise fees" complaints are real, and at low volume you genuinely do not need what you are paying for. One founder put it bluntly: "100s of features I don't use, and the ones I do use are overly complex and I overpay for it all."
- Founders who dread the books entirely — switch to Pilot or Bench. If you are losing Sunday nights to spreadsheets, paying a human-plus-AI service is rational.
- General-purpose businesses that will scale — switch to Xero. Cleaner export, comparable integration breadth, lower price drift, and no forced re-platform up to roughly $20M ARR.
Who should stay: founders whose CPA refuses anything else, businesses depending on a niche app that only integrates with QuickBooks, and anyone mid-fiscal-year with clean books and no specific complaint. If you switch, do it at a fiscal-year boundary, export your full chart of accounts and 12-plus months of transactions, reconcile the first month manually against your old numbers, and keep read-only access for a year. Realistic time cost: 4 to 12 hours.
Pick by startup stage
| Your stage | Pick | Why |
|---|---|---|
| Pre-revenue, under 30 txns/mo | Wave (free) or Zoho Books (free) | Cost is the only thing that matters yet |
| First customer to $5k MRR, SaaS | Puzzle free tier | Build the chart of accounts accrual-correct early |
| $5k-$50k MRR, SaaS | Puzzle paid + quarterly CPA | Stripe-native rev-rec, AI handles volume |
| $5k-$50k MRR, general | Xero or Zoho Books + quarterly CPA | Scales without a forced re-platform |
| $50k+ MRR, investor reporting | Puzzle or Pilot + fractional CFO | Investor-grade accrual trail |
| Service business or agency | FreshBooks | Invoicing-first UX, fastest setup |
| Founder will not touch books | Pilot or Bench | Pay humans to handle it |
The cost reality behind fintech and SaaS books
There is a reason bookkeeping tooling is a perennial complaint magnet: the businesses buying it run on thin, lumpy early revenue. In the BigIdeasDB revenue dataset — drawn from 2,700+ verified startups — the 140 fintech startups we track average just $362 MRR with a $0 median, meaning most are pre-revenue or barely monetizing, yet the survivors post a 60.5 percent average profit margin once they find traction. Translation: at the stage when you most need clean books for fundraising or acquisition, you have the least cash to spend on them, which is exactly why a $40/mo price hike or an unexplained processing fee pushes founders to switch.
That tension is the real decision. Get accrual-readiness right early (Puzzle, Xero, Zoho, Sage) and you avoid a painful mid-year migration when a buyer or investor demands GAAP-grade history. The $0 median MRR figure is also why surprise-fee complaints land so hard: when half a category earns nothing yet, every dollar of unexplained software cost is felt acutely. For the broader stack a solo founder assembles around bookkeeping, see our solopreneur SaaS toolkit for 2026 and the best AI tools for solo founders. Because the pricing model you pick determines the rev-rec you need, our breakdown of SaaS pricing strategies for 2026 covers it. And to benchmark whether your numbers are healthy, the TrustMRR SaaS revenue benchmarks and the revenue intelligence tool give you real comparables.
The verdict by founder type
If you skip everything else, this is the decisive call. There is no single "best" — there is a best for who you are:
- The Stripe-native SaaS founder: Puzzle. Nothing else pairs AI-native categorization with real deferred-revenue handling. Worth every dollar above the free tier.
- The scaling generalist: Xero. The safest long-horizon bet — cleanest exit data, broad integrations, scales to ~$20M ARR untouched.
- The bootstrapper watching every dollar: Wave (free) until you cross ~30 transactions/mo or need accrual, then Zoho Books for the cheapest accrual-grade option.
- The Zoho-ecosystem operator: Zoho Books. Best accrual capability per dollar, and seamless if your CRM and mail already live there.
- The service business or agency: FreshBooks. Invoicing-first, fastest setup, the friendliest UI in the category.
- The founder who refuses to touch books: Pilot if you are VC-backed and need investor-grade reporting; Bench if you are a small business that just wants a human.
- The CPA-constrained founder: QuickBooks Online. Only if your accountant truly will not budge — otherwise you are paying the incumbent tax.
What goes wrong (and how to avoid it)
- Picking the tool before the chart of accounts. A bad chart of accounts in any tool is worse than a clean one in Wave. Spend an hour with a CPA template before you sign up.
- Choosing cash-basis when you will need accrual. The most expensive mistake. If you take annual prepayments or run Stripe subscriptions, a cash-basis tool (Wave, FreshBooks) sets up a re-platform you will pay for at diligence.
- Skipping the monthly review. AI categorization is 85-95 percent accurate, not 100. Ten minutes a month prevents a 3-5 hour tax-time cleanup.
- Switching mid-fiscal-year. Wait for a year boundary unless something is actively broken — mid-year switches create the exact reconciliation messes the complaint data flags.
- Ignoring the integration health check. The 60-company integration complaint is real. Once a quarter, spot-check that your bank and Stripe feeds have not silently dropped or duplicated a batch.
If the deeper lesson here interests you — that the most durable software businesses are built by solving the specific, repeated complaints buyers file — that is the entire premise of BigIdeasDB. See how the dataset surfaces those gaps in our writeup of the top business pain points of 2026.
Stop guessing which complaints are real. BigIdeasDB ranks 1M+ analyzed complaints by market-gap and severity, so you build and buy with evidence.
FAQ
What is the best AI bookkeeping software for startups in 2026?
Puzzle is the best pick for Stripe-heavy SaaS startups because it combines genuinely AI-native transaction categorization with built-in accrual accounting and deferred-revenue recognition. Xero wins for general-purpose startups that need to scale, and Wave or Zoho Books win when cost is the binding constraint. The right choice depends on whether you need accrual accounting and how Stripe-dependent your revenue is.
Why do so many founders leave QuickBooks?
Based on BigIdeasDB analysis of real Capterra and G2 complaints, founders rarely leave over missing features. The top systemic pain points are pricing that drifts up faster than inflation, surprise fees, slow or unhelpful customer support, long setup time for non-accountants, and unreliable integrations. Reddit threads in r/smallbusiness and r/Accounting consistently cite price hikes (one founder reported a jump to $1,000/year) and unexplained charges as the trigger to switch.
Do I need accrual accounting as an early-stage startup?
If you take annual prepayments, run subscriptions through Stripe, or plan to raise or sell, yes — you need accrual-capable software early. Cash-basis-only tools like Wave and FreshBooks are fine pre-revenue but force a painful migration when an investor or acquirer asks for GAAP-grade history. Puzzle, Xero, Zoho Books, and Sage all handle accrual natively. Retrofitting accrual later is the most expensive bookkeeping work there is.
Is free bookkeeping software like Wave good enough for a startup?
For pre-revenue founders under roughly 30 transactions a month, Wave or Zoho Books' free tier is sufficient indefinitely. Above that, or once you need accrual accounting and deferred revenue, you will outgrow it within a year. Wave also has friction founders flag, such as manual payout transfers and unsplit processor fees, so weigh setup time against the zero price.
How accurate is AI transaction categorization in 2026?
The AI-native leaders (Puzzle, Xero, Pilot) auto-categorize roughly 85-95 percent of transactions correctly, which is high enough to invert the workflow: the AI does the routine work and you review exceptions in about 10 minutes a month. It is not 100 percent accurate, so skipping that monthly review leads to categorization drift and a multi-hour cleanup at tax time.
When should I switch bookkeeping software, and how do I do it safely?
Switch when you have a specific, recurring complaint — SaaS rev-rec that QuickBooks handles manually, price drift you cannot justify, integrations that drop transactions, or books you genuinely dread. Avoid impulsive mid-year switches. When you do move, do it at a fiscal-year boundary, export your full chart of accounts and 12 months of transactions, reconcile the first month manually against your old numbers, and keep read-only access to the old tool for a year. Budget 4 to 12 hours of founder time.