Proof of Concept
Prove your decision flow. On your data. Sourced. Cited. In four weeks or less.
Where Most New Clients Start
Most clients start with a Proof-of-Concept project (POC), and for good reason. It is the fastest and lowest-risk way to see what an AI-powered decision workflow can do for your business.
In three to four weeks, we put a working prototype in front of you, built on your real data and focused on your highest-value decision flow.
You see the true capabilities. You see how your data support it. You understand whether the business case holds at scale.
“The POC showed a significant improvement over how we manage projects today. We saw the immediate value and knew our next move.”
— CEO at a top regional construction management firm
What a Proof of Concept Is
A fast, 3-to-4 week project to design and deliver a working prototype of an AI-powered decision workflow. Demonstrated on your real data. Giving measurable benefits. And a clear path forward. If it works, we can customize it on the Decision Engine to run at production scale.
If it doesn’t work, you walk away. Low-Risk. No commitment.
1. Feasibility
Show That It Works
- A clear yes or no answer on your highest-value decision flow
- Proven with your data, on the names you know
- The gaps it surfaces, often the first finding
2. Evidence
See Results in Action
Real insights delivered in your formats
Every finding cited and clickable to its source and page
Built to hold up against your team’s work for comparison
3. ROI
Measure the Benefit
Anchored in your process and targets
Measured against what the work costs in time and effort today
A defensible number, not a projection
4. See Ahead
Build-Ready Requirements
Becomes your production build requirements
Zero wasted between proof and build, accelerates the path forward
Adjacent workflows added later run faster and cost less to build
“Responsiveness and capability were fantastic. We’ve heard plenty of AI promises from others. This was the first that proved real.”
— CSO, mid-sized national architecture firm
How the POC Unfolds
Decision Discovery
A 90-minute working session with your team.
- We walk through your decision flow. The systems. The data. The decisions made. The actions taken.
- We document your pain points. Fragmentation across systems. Answers buried in documents and emails. Time pressure on every call. Scale and inconsistency on high-volume workflows.
- We outline a solution and criteria to evaluate its success.
Data & Design
We turn the decision flow into a buildable workflow.
- We identify the source data the workflow needs.
- We define the structures that let the system reason against your internal standards.
- We agree on the output format so the results align with how your team works today.
Prototype Build
We build the prototype on your data.
- We configure the workflow against your source data.
- We generate the first outputs, usually an insight report or decision-support view.
- We design the workflow and build the prototype.
- We iterate on the prototype so the results are clear, useful, and defensible.
Evaluation
You evaluate and decide.
- We walk you through the prototype, results, and measured benefits.
- You compare the output against your current process and targets.
- You walk away with a feasibility assessment, measure of benefit, and clear path to production if you choose to move forward.
“We saw the prototype in week four and immediately asked for another workflow.”
— CEO, mid-market construction firm
A Closer Look at the Insight Report
In most cases new clients ask for an illustrative insight report. Designed to their standards, generated with real data, factual, and cited to their original source documents.
The manual grind of data assembly and analysis are automated. Answers to key questions are surfaced with ranked priorities showcasing what needs attention. Each answer is linked back to the exact source document and page it came from. A reader can scan it in minutes, drill into any finding, and verify the chain of evidence.
You get a meal, not the ingredients. Something your team can hold up against what they produce today, against what your current reports and dashboards show, and against the target you brought to the project.
Why a POC First
A Proof-of-Concept is a fast and low-risk way to achieve a substantial outcome without committing to a technology purchase, an extended services engagement, or an internal IT effort against an uncertain return.
A POC reverses the order others commonly take. You see the result first, on your data, against your decision flow, in four weeks or less. If the prototype does not beat what your team produces manually, you walk away. If it does, you have a tangible output, a gauge of benefits anchored in your business, and the foundation for an accelerated production build.
Book a Discovery Call
Thirty minutes. We will map your highest-value decision flow and tell you what a prototype against your data would look like.
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