FloQast brings AI agents and automated reconciliations to the close, built for enterprise teams with the budget and scale to match. Numeric offers a modern interface with AI-assisted reporting and anomaly detection for lean, high-growth teams. DOKKA Close delivers end-to-end close automation for lower-mid-market finance teams, working off clean accounts payable data, with accessible pricing and setup measured in weeks.
This guide breaks down where FloQast, Numeric, and DOKKA Close actually differ, who each one fits, and how to choose based on your team size, ERP, and budget.
FloQast vs Numeric vs DOKKA Close: the short answer
Choose FloQast if you’re an enterprise team that needs AI-driven automation at scale and has the budget for it. Choose Numeric if you’re a lean, high-growth team that wants a modern UI with AI-assisted reporting. Choose DOKKA Close if you’re a lower-mid-market finance team that wants reconciliations and journal entries automated, with accessible pricing and fast setup, especially if you also handle accounts payable.
All three now offer real automation. The difference is fit: FloQast aims up-market, Numeric serves lean teams that want visibility, and DOKKA targets the lower mid-market on price and speed.
Side-by-side: how the three close platforms compare
Here’s the at-a-glance view across the dimensions finance buyers ask about most. The detail behind each row follows in the sections below.
| Dimension | FloQast | Numeric | DOKKA Close |
| Core model | AI agents + close management | Task tracking + AI reporting | End-to-end close automation |
| Reconciliations | Automated (AI agents) | Tracked, some AI assist | Automated with exception handling |
| Journal entries | Automated (AI agents) | Manual / assisted | Auto-posted to ERP |
| Flux / variance analysis | AI variance analysis | Native variance explanations | Built-in with inline drilldown |
| AP + Close in one platform | No | No | Yes (DOKKA AP + Close) |
| Best-fit segment | Enterprise, public companies | Lean, high-growth teams | Lower mid-market, 2–10 person teams |
| Typical setup time | ~1.7 months avg | Days | Weeks, not months |
| Enterprise complexity | High (built for scale) | Low | Low (by design) |
| Pricing posture | Quote-based, annual | Quote-based | Accessible, usage-based |
FloQast: AI-driven automation built for enterprise scale
FloQast started as the checklist layer for spreadsheet-driven closes, but it has moved well beyond that. Today it markets AI agents, automated reconciliations, AI transaction matching, and journal entry management.
FloQast positions its agents as customizable, end-to-end automation, with a Transform Builder for scaling workflows and AI variance analysis on the reporting side. It also points to ISO 42001 certification for responsible AI and built-in human oversight.
The real distinction now isn’t “automation versus no automation.” It’s who FloQast is built for.
FloQast targets enterprise and public companies, with hundreds of public customers and a track record supporting teams through IPO. That scale brings depth, and it brings enterprise pricing, longer implementations, and complexity that smaller finance teams rarely need.
Numeric: a modern UI with AI-assisted reporting
Numeric is often described as the next step beyond FloQast. It keeps the task-tracking model but adds AI-assisted reporting, anomaly detection, and a cleaner interface.
Reviewers consistently rate its UI and variance explanations higher than FloQast’s, and onboarding is fast. For lean, high-growth teams that want better visibility and lighter Excel dependency, it’s a compelling middle option.
Where it stops is automation that acts. Numeric surfaces insights but doesn’t execute the close for you.
It is also lighter on complex multi-entity structures and deep, real-time ERP integration, which can constrain growing or multi-entity finance teams.
DOKKA Close: automation that works from clean AP data
DOKKA Close starts from a different premise. Most close problems don’t originate in the close; they originate upstream, in accounts payable.
Messy AP data, miscoded invoices, and missing approvals become reconciliation breaks and manual adjustments weeks later. DOKKA’s model is to clean and structure that data at the AP automation stage, then run the close against it.
On the close side, DOKKA automates account reconciliations with intelligent exception handling, generates flux analysis with inline drilldown into the underlying transactions, and posts journal entries straight to the ERP after approval.
The reconciliation grid is Excel-like on purpose. Accountants don’t relearn a new tool; they get versioning, audit trails, and automation that standalone spreadsheets can’t reliably provide.
The distinguishing move is the unified suite. DOKKA AP and DOKKA Close run on the same platform, so the data feeding your close is already clean.
DOKKA connects natively to SAP Business One, NetSuite, QuickBooks, and Priority, with API connectivity for others. The full, current list lives on the ERP integrations page.
Common questions, answered directly
Does FloQast automate the close, or just manage tasks?
FloQast started as a close-management and checklist tool, but it now offers AI agents, automated reconciliations, and journal entry management. The catch isn’t capability; it’s fit. That automation is built for enterprise scale, which brings enterprise pricing and longer implementations than smaller teams usually want.
Is Numeric better than FloQast?
For teams that want a more modern interface plus AI-assisted reporting and anomaly detection, Numeric is often the stronger fit, and reviewers tend to rate its UI higher. Neither fully automates the close, though — both organize and surface, rather than execute.
What’s the difference between FloQast and DOKKA?
Both automate the close, but they serve different ends of the market. FloQast is built for enterprise and public companies, with the pricing and implementation footprint to match. DOKKA Close targets lower-mid-market teams, pairs with DOKKA AP for clean upstream data, and goes live in weeks at accessible pricing. The short version: FloQast scales up; DOKKA fits lean finance teams.
Which close software is best for small finance teams?
Lean teams that mainly want visibility do well with Numeric. Lower-mid-market teams of roughly 2–10 people that want to cut manual close work without an enterprise budget tend to fit DOKKA Close, which is priced and built for that segment. FloQast is capable but aims at larger, enterprise buyers.
Who each tool is genuinely for
Strip away the marketing and the fit comes down to your team size, your budget, and how complex your close really is.
1. FloQast fits when
You’re an enterprise or public company that needs AI-driven automation, deep compliance, and consolidation at scale.
You have the budget for enterprise pricing and can absorb a multi-month implementation to get there.
2. Numeric fits when
You want a modern interface, customizable dashboards, and AI-assisted reporting and anomaly detection.
You’re a lean, high-growth team that values visibility over full execution, and your entity structure is relatively simple.
3. DOKKA Close fits when
You’re a lower-mid-market finance team that wants reconciliations, flux analysis, and journal entries automated without an enterprise price tag.
You also handle accounts payable and want one platform feeding clean data into the close, with go-live measured in weeks.
When DOKKA is the wrong call
If you’re a large enterprise needing heavy multi-subsidiary consolidation and deep configurability, the better fit is an enterprise platform like BlackLine or OneStream, not DOKKA. DOKKA wins on speed, simplicity, and ROI for mid-market teams; it isn’t built to be the most complex tool in the room.
The real differentiator: where the close actually breaks
Most comparisons treat the close as a self-contained event. It isn’t. By the time a reconciliation breaks, the error usually entered the system weeks earlier at the invoice stage.
FloQast and Numeric both start the clock at the close. Their automation acts on whatever data arrives from your ERP and AP process. If that data is messy upstream, even good automation spends its cycles chasing exceptions instead of preventing them.
DOKKA’s upstream/downstream model is the structural answer. Clean the data in AP, and the downstream close has fewer exceptions to chase.
That’s why a unified AP + Close platform can beat two strong point tools stitched together. Curious what that looks like for your volume? The close ROI calculator gives you a quick estimate.
How to choose between FloQast, Numeric, and DOKKA Close
Run your decision through three questions, in order.
- What’s your scale and budget? Enterprise scale with the budget to match points to FloQast; lean teams on a tighter budget point to Numeric or DOKKA.
- What’s your team size? Larger, multi-entity organizations favor FloQast; lower-mid-market 2–10 person teams favor DOKKA.
- Do you own AP too? If accounts payable is part of your world, a unified platform removes the data-quality problem at the source.
Whichever way you lean, demo at least two. Whether a platform’s automation and price actually fit your team becomes obvious within ten minutes of a real walkthrough.
Frequently asked questions
How long does each platform take to implement?
FloQast averages around 1.7 months, per published close-software comparisons. Numeric onboards in days for simpler setups. DOKKA Close typically goes live in weeks, not months, with minimal IT involvement.
Can these tools replace Excel entirely?
All three reduce Excel dependency in different ways. FloQast historically anchored on Excel and now layers AI automation over it. Numeric moves further toward a system of record. DOKKA keeps an Excel-like interface but moves the work into a platform with versioning and audit trails, so you get familiarity without losing control.
Which integrates best with my ERP?
It depends on your stack. DOKKA offers native connections for SAP Business One, NetSuite, QuickBooks, and Priority, plus API connectivity for others; check the integrations list for the current set. FloQast and Numeric integration depth varies by ERP, so confirm yours in a demo.
Is DOKKA Close enterprise software?
No, and that’s intentional. DOKKA targets mid-market finance teams that want enterprise-grade automation without enterprise complexity or cost. For very large, highly complex consolidations, enterprise platforms remain the better fit.
The bottom line
All three platforms now automate the close. The honest question is fit. FloQast aims at enterprise scale, Numeric serves lean teams that want visibility, and DOKKA Close gives lower-mid-market teams real automation at an accessible price, with the added edge of clean AP data feeding the close.
If you’re a lower-mid-market team that wants automation without an enterprise budget or timeline, see it run on your own numbers. Book a free demo and watch your close get shorter.
