How Engineering Firms Track Project Margin vs Estimated Cost
Deltek Vantagepoint and QuickBooks report in isolation. DataBlueprint joins Deltek Vantagepoint, BQE Core, and QuickBooks into one Knowledge Graph and answers cross-system questions for architecture and engineering firms.
Architecture and engineering firms run on Deltek Vantagepoint, BQE Core, and QuickBooks. Each system reports on its own slice. None of them answer the cross-system questions that drive weekly decisions. Deltek Vantagepoint tracks operations. QuickBooks tracks money. The link between them lives in spreadsheets and memory. DataBlueprint connects every system, builds a Knowledge Graph of your business, and answers questions across all of it. It is a private LLM powered by AWS Bedrock with read-only access to your systems. You ask a question. You get a Decision Brief with the numbers and the source rows behind them.
What Deltek Vantagepoint and QuickBooks Cannot Answer On Their Own
The current stack reports the obvious numbers. The hard questions sit between systems. Five questions architecture and engineering firms owners ask every week that Deltek Vantagepoint, BQE Core, and QuickBooks cannot answer on their own:
- Which customers, services, or accounts produce the highest true margin after labor, parts, and overhead?
- Which Deltek Vantagepoint records have not been reconciled with QuickBooks this month, and what dollar amount is at risk?
- Where did our gross margin actually move this quarter, broken down by line, location, and source system?
- Which staff or producers contribute the most revenue per hour after non-billable time?
- Which renewals, repeat clients, or recurring jobs are trending down before the loss shows up in QuickBooks?
None of those answers live in one report. They live across Deltek Vantagepoint, BQE Core, and QuickBooks. Stitching them together by hand takes days. By the time you have the answer, the decision has moved on.
What Architecture And Engineering Firms Leaders Can Ask DataBlueprint
DataBlueprint connects Deltek Vantagepoint, BQE Core, and QuickBooks and answers cross-system questions in seconds. Every answer is a Decision Brief: the number, the trend, the contributing rows, and the recommended next action. Examples of questions architecture and engineering firms leaders ask DataBlueprint:
- Margin by customer. Combine Deltek Vantagepoint records, QuickBooks invoices, and labor cost to rank customers by true contribution margin.
- Reconciliation gaps. List every Deltek Vantagepoint transaction that has not posted to QuickBooks in the last 30 days, with dollar value.
- Producer or staff productivity. Show revenue and margin per person, per hour, blended across Deltek Vantagepoint and QuickBooks.
- Trend variance. Identify the three line items that drove this month's gross margin movement and explain why.
- Retention risk. Flag accounts whose activity in Deltek Vantagepoint has dropped while their billing in QuickBooks stayed flat.
- Capacity vs demand. Compare scheduled capacity in Deltek Vantagepoint to forecasted demand and surface the next bottleneck.
Every answer cites the source rows. You can click through to the underlying records in Deltek Vantagepoint and QuickBooks to verify before acting.
How Decision Intelligence Differs From Built-In Reporting
Side by side:
- Built-in reports show fixed views. DataBlueprint answers any question in plain language.
- Built-in reports live in one tool at a time. DataBlueprint reads Deltek Vantagepoint, BQE Core, and QuickBooks together.
- Built-in reports require a data team to extend. DataBlueprint builds the Knowledge Graph automatically.
- Built-in reports show what happened. DataBlueprint explains why and recommends what to do next.
- Generic AI tools guess. DataBlueprint uses a private LLM powered by AWS Bedrock with read-only access to your real data, and cites every row.
Business Intelligence shows the past. Decision Intelligence answers the next question.
Getting Started: What You Connect, What You Get
Connecting Deltek Vantagepoint, BQE Core, and QuickBooks takes about an hour. Every connection is read-only. DataBlueprint never writes back to any system. The Knowledge Graph builds automatically from your real records. The private LLM powered by AWS Bedrock runs against that graph inside your environment. Your data never leaves your environment. AWS Bedrock contractually guarantees your inputs and outputs are never used to train or improve foundation models. Within a business day, architecture and engineering firms are asking questions across Deltek Vantagepoint, BQE Core, and QuickBooks and getting Decision Briefs back with traceable answers.
Frequently Asked Questions
What does DataBlueprint do for architecture and engineering firms?
DataBlueprint connects Deltek Vantagepoint, BQE Core, and QuickBooks through read-only connections, builds a Knowledge Graph of your business, and uses a private LLM powered by AWS Bedrock to answer cross-system questions. Architecture and engineering firms get Decision Briefs with the numbers and the source rows behind them.
How is DataBlueprint different from a BI tool like Power BI or Tableau?
BI tools display dashboards on data you have already prepared. DataBlueprint reads Deltek Vantagepoint, BQE Core, and QuickBooks directly, builds the Knowledge Graph for you, and answers any business question in plain language. Every answer cites the rows used.
Does DataBlueprint write to Deltek Vantagepoint or BQE Core?
No. Every connection is read-only. DataBlueprint never writes back to Deltek Vantagepoint, BQE Core, or any other system. It reads, models, and answers.
Is my data used to train AI models?
No. AWS Bedrock contractually guarantees your inputs and outputs are never used to train or improve foundation models. The Knowledge Graph DataBlueprint builds stays in your environment.
How long does it take to connect Deltek Vantagepoint and QuickBooks?
About an hour for the initial connections. The Knowledge Graph builds automatically from your real records. Most architecture and engineering firms are asking real questions the same day.
Start With DataBlueprint
Architecture and engineering firms get Decision Briefs across Deltek Vantagepoint, BQE Core, and QuickBooks in a day, not a quarter. Connect read-only, ask the questions Deltek Vantagepoint and QuickBooks cannot answer, and act on traceable answers from a private LLM powered by AWS Bedrock.
Frequently Asked Questions
What does DataBlueprint do for architecture and engineering firms?
DataBlueprint connects Deltek Vantagepoint, BQE Core, and QuickBooks through read-only connections, builds a Knowledge Graph of your business, and uses a private LLM powered by AWS Bedrock to answer cross-system questions. Architecture and engineering firms get Decision Briefs with the numbers and the source rows behind them.
How is DataBlueprint different from a BI tool like Power BI or Tableau?
BI tools display dashboards on data you have already prepared. DataBlueprint reads Deltek Vantagepoint, BQE Core, and QuickBooks directly, builds the Knowledge Graph for you, and answers any business question in plain language. Every answer cites the rows used.
Does DataBlueprint write to Deltek Vantagepoint or BQE Core?
No. Every connection is read-only. DataBlueprint never writes back to Deltek Vantagepoint, BQE Core, or any other system. It reads, models, and answers.
Is my data used to train AI models?
No. AWS Bedrock contractually guarantees your inputs and outputs are never used to train or improve foundation models. The Knowledge Graph DataBlueprint builds stays in your environment.
How long does it take to connect Deltek Vantagepoint and QuickBooks?
About an hour for the initial connections. The Knowledge Graph builds automatically from your real records. Most architecture and engineering firms are asking real questions the same day.