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Decision Intelligence for CPA Firms: Profitability Beyond Billable Hours

Practice CS logs your time. QuickBooks records your invoices. Karbon tracks your workflows. Each system does its job — and none of them answer the question that matters: which clients and service lines are actually profitable? DataBlueprint connects Practice CS, QuickBooks, and Karbon read-only, builds a Knowledge Graph of your firm's relationships, and returns traceable answers in plain English. The gap between billable data and billing intelligence closes.

What Is Decision Intelligence?

Decision Intelligence is the layer above reporting that connects your firm's operational systems, maps the relationships between them, and answers business questions directly — in plain English, with sourced reasoning. DataBlueprint builds a Knowledge Graph from your connected data: Practice CS time entries, QuickBooks invoices, Karbon job statuses, Thomson Reuters engagement data. A private LLM powered by AWS Bedrock interprets the questions you ask and returns answers tied to specific records in those systems. You do not configure dashboards. You do not write queries. You ask ""Which service lines have a realization rate below 80% this year?"" and DataBlueprint returns a specific, traceable answer drawn from your actual billing data.

Why CPA Firms Are Running Out of Answers

Practice CS is a strong practice management platform. Thomson Reuters delivers excellent compliance tooling. QuickBooks handles firm financials. Karbon manages workflow. But none of these systems produce a unified view of client profitability by service line. Pulling realization rates requires exporting Practice CS time data, matching it against QuickBooks invoiced amounts, and doing the math in a spreadsheet. That process is slow and always slightly out of date. Clio users in advisory-adjacent practices face the same wall: matter time tracked, billing sent, but no single answer for which clients return margin and which ones drain it. Firm partners are capable of running profitable practices — the infrastructure just does not connect the dots automatically.

What CPA Firm Leaders Can Actually Ask DataBlueprint

DataBlueprint connects read-only to Practice CS, QuickBooks, Karbon, Thomson Reuters, and Clio. The Knowledge Graph maps time entries, engagements, clients, invoices, and payments. Here are the questions your firm can ask on day one:

• ""What is our realization rate by service line for Q1 compared to Q1 last year?""
• ""Which partners have the highest write-down percentage and on which engagement types?""
• ""What is the effective hourly rate for our top 20 clients by revenue?""
• ""Which recurring clients have had a consistent realization rate above 90% for the past three years?""
• ""What is our average days to invoice after engagement close, and how does that correlate with collection rate?""

Each answer is sourced — DataBlueprint shows which Practice CS time records and QuickBooks invoices it used to produce the number. A managing partner does not need to ask the billing coordinator for a custom report. The answer is traceable, delivered in seconds, with the reasoning visible.

How Decision Intelligence Differs From Business Intelligence

Business Intelligence tools — Tableau, Power BI, or the reporting modules inside Practice CS — read tables and produce charts. They show history. They require someone to build the view and define what to measure. Decision Intelligence completes the reasoning step that BI stops short of.

• BI reads tables. DI reads the business.
• BI requires someone to build the report. DI answers in plain English.
• BI shows what happened. DI tells you why and what to address.
• BI is a destination you visit. DI is a question you ask.

DataBlueprint does not replace your Practice CS reports. It sits above them. When a realization report shows a dip in a service line, DataBlueprint is where you ask why — and get a traceable answer that names the partners, engagement types, and write-down patterns that explain it.

Getting Started: What You Connect, What You Get

DataBlueprint connects read-only to Practice CS, QuickBooks, Karbon, Thomson Reuters, and Clio. No write access. No disruption to your billing workflow. The Knowledge Graph is built automatically from your connected systems, mapping engagements to time entries to invoices to clients. Setup for a typical firm takes one to two business days. The private LLM powered by AWS Bedrock runs within your secure data environment. On day one, a managing partner can ask ""What is our firmwide realization rate this month?"" and receive a sourced answer in under ten seconds — no spreadsheet, no coordinator, no wait.

Frequently Asked Questions

What is client realization rate and how does DataBlueprint calculate it?

Client realization rate is the percentage of time billed compared to time worked on an engagement. DataBlueprint calculates it by comparing Practice CS time entry records against QuickBooks invoiced amounts for the same engagement. You can view it by client, partner, service line, or time period, with each result traceable to source records.

Can DataBlueprint connect to both Practice CS and QuickBooks at the same time?

Yes. That dual connection is one of the primary use cases DataBlueprint is built for. The Knowledge Graph links your Practice CS engagement and time data with your QuickBooks billing and payment records. Questions that cross both systems — like effective hourly rate by service line — return a single sourced answer without any manual export or reconciliation.

Does DataBlueprint work with Karbon for workflow data?

Yes. DataBlueprint connects read-only to Karbon and includes job status, task completion, and workflow timing in the Knowledge Graph. This lets you ask questions like which service lines have the longest average cycle time, or which clients consistently require more workflow steps than originally scoped.

How is DataBlueprint different from the reporting inside Practice CS?

Practice CS reporting shows you data within that system — time entries, WIP, billing history. DataBlueprint sits above Practice CS and connects it to your other systems. You can ask questions that require combining Practice CS time data with QuickBooks invoices and Karbon workflow records in a single plain-English query, with sourced results.

Is DataBlueprint appropriate for small CPA firms or only large ones?

DataBlueprint is designed for firms of any size that use multiple systems and need cross-system answers. A five-person firm using Practice CS and QuickBooks gets the same Knowledge Graph capability as a fifty-person firm. Setup time and cost scale with the number of connected systems, not firm headcount.

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