Knowledge Graph for Professional Services: Connect Every System and Answer Every Billing Question

Harvest or Toggl tracks your billable hours. HubSpot tracks how clients were acquired and what was sold. QuickBooks tracks what was invoiced and what was collected. Your project management tool tracks scope, timelines, and deliverables. Four systems, each accurate within its own walls, none of them answering the question your managing partner is actually asking: "Which engagements are profitable, which are not, and why?" Pulling that answer takes a senior operator, an export from every tool, and a half-day of Excel work. DataBlueprint connects your entire professional services stack, maps every relationship in a Knowledge Graph, and answers utilization rate, realization rate, and project profitability questions in plain English — with every figure traceable to its source.

What Is Decision Intelligence?

Decision Intelligence is a connected reasoning layer that reads every system your firm uses and answers cross-system questions in plain English. DataBlueprint connects your time-tracking, CRM, project management, and financial tools into a single Knowledge Graph. That graph maps every relationship — between a billable hour and an invoiced amount, between a project budget and its actual time spend, between a client acquisition cost in HubSpot and a client's lifetime billing in QuickBooks. When you ask a question, the private LLM powered by AWS Bedrock reads the Knowledge Graph and returns a plain-English answer sourced from the relevant records. Every answer is traceable.

Why Professional Services Companies Are Running Out of Answers

Professional services firms operate on a stack that was built for transaction capture, not decision support. Harvest or Toggl captures billable and non-billable time by project, person, and task. QuickBooks handles invoicing, collections, and operating expenses. HubSpot manages the sales pipeline, client acquisition, and relationship history. A project management tool — Asana, Monday, or a similar system — tracks scope, milestones, and deliverables. Each tool is accurate in its own domain. None of them answer the operating question that determines firm profitability: how does billed time compare to collected revenue, by engagement, by client, by service line? That question requires all four systems at once.

What Professional Services Leaders Can Actually Ask DataBlueprint

DataBlueprint answers the questions that currently require your project manager, your account lead, and your bookkeeper to share a spreadsheet. 1. What is our utilization rate by team member this quarter? DataBlueprint pulls time logs from Harvest or Toggl, calculates billable-to-total ratios by person, and identifies underutilization — with every hour record cited. 2. What is our realization rate by client? Time entries join QuickBooks invoice and payment records. Write-offs and collection gaps surface automatically. 3. Which engagements are currently over budget by more than 15%? Project management budget data joins Harvest time logs. 4. What is our project profitability by service line over the last 12 months? Collected revenue from QuickBooks joins billed hours by service type. 5. Which clients have the lowest realization rates, and how does their CAC from HubSpot compare to their collected LTV? HubSpot deal data, Harvest time records, and QuickBooks collections join in the Knowledge Graph.

How Decision Intelligence Differs From Business Intelligence

BI tools like Tableau or the built-in reports in QuickBooks show you data from one system at a time. They require a data team to model the schema, build the pipeline, and design the dashboard. In professional services, where every question is cross-system by nature — time versus invoice versus scope versus pipeline — BI tools fail before the question is even formed. Decision Intelligence reads every system simultaneously. DataBlueprint does not need a pre-built model. You ask a question in plain English. The private LLM powered by AWS Bedrock reads the Knowledge Graph — which spans Harvest, Toggl, HubSpot, QuickBooks, and your project management tool — and returns a sourced answer.

Getting Started: What You Connect, What You Get

DataBlueprint connects to your professional services systems read-only. Nothing is written back to Harvest, QuickBooks, or HubSpot. You connect your time-tracking tool, your CRM, your financial system, and your project management platform. The Knowledge Graph builds automatically — linking time entries to project budgets, connecting invoices to client acquisition records, and mapping collections to engagement profitability. The private LLM powered by AWS Bedrock is ready for questions the same day.

Frequently Asked Questions

What is a knowledge graph for professional services?

A Knowledge Graph for professional services maps every relationship between your time-tracking, billing, CRM, and project management data into a connected structure. DataBlueprint builds this graph automatically from Harvest, Toggl, QuickBooks, and HubSpot — then uses a private LLM powered by AWS Bedrock to answer questions about utilization, realization, and project profitability in plain English.

How do professional services firms track utilization rate across Harvest and QuickBooks?

Most firms calculate utilization manually by exporting time data from Harvest and comparing it to invoiced hours in QuickBooks. DataBlueprint connects both systems read-only, maps time entries to billing records in the Knowledge Graph, and calculates utilization rate by person, team, or client — without manual exports.

Can decision intelligence connect to Harvest and Toggl?

Yes. DataBlueprint connects read-only to Harvest, Toggl, HubSpot, QuickBooks, and project management tools. The Knowledge Graph links time entries, billing records, and client acquisition data across all systems — so utilization, realization rate, and project profitability questions get sourced answers.

What is realization rate in professional services and how do I track it?

Realization rate is the percentage of billable hours that are invoiced and collected — accounting for write-offs and uncollected invoices. DataBlueprint calculates it by connecting Harvest time logs to QuickBooks invoice and payment records in the Knowledge Graph, and returns the rate by client, engagement, or service line with every figure traceable to source records.

How is decision intelligence different from project management reporting?

Project management tools show scope, milestones, and task completion within a single project. Decision intelligence reads project data alongside time-tracking, billing, and CRM data simultaneously. DataBlueprint answers cross-system questions — like which service lines have the highest realization rates and how client acquisition cost relates to project profitability — that no single project management tool can compute.