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August 13, 2026

From discovery calls to deliverables: How the Charted NetSuite Practice uses AI to accelerate requirements documentation

Post Author
Scott Grillo
Charted Services General Manager
Woman of color shaking hands in a boardroom with another person out of frame.

The methodology behind faster, more accurate NetSuite implementations and optimization projects

Every NetSuite consultant knows the pattern. You spend two, three, sometimes five days in discovery workshops with a client’s finance, operations, and IT stakeholders. You fill notebooks and Zoom transcripts with process nuances, exception handling, integration dependencies, and offhand comments like, “Oh, and we also need to handle consignment inventory differently.” Then you go back to your desk and face the least glamorous, most time-consuming part of any ERP engagement: turning all of that into a requirements document precise enough to guide the solution design.

At Charted, we’ve spent years refining a NetSuite consulting methodology built around one core belief: the quality of an implementation is set long before a single SuiteScript is written, because it’s set in the requirements. Get that phase wrong, and every downstream decision inherits the ambiguity. Get it right, and configuration, customization, and testing move faster with far fewer surprises.

That’s exactly why we brought Claude into our requirements process. Not to replace the judgment of our functional consultants, but to remove the bottleneck that once sat between great discovery conversations and great documentation.

The problem with traditional requirements documentation

In a typical NetSuite engagement—whether it’s a net-new implementation, a multi-subsidiary consolidation, or an optimization project cleaning up years of workarounds—requirements gathering produces many artifacts. Those artifacts may include workshop notes, recorded transcripts, whiteboard photos, example reports, and marked-up process maps. Turning that into a structured, client-ready Business Requirements Document (BRD) or functional design document has traditionally meant hours of manual synthesis per module (order-to-cash, procure-to-pay, revenue recognition, inventory management, etc.).

The risk isn’t just time; it’s consistency. A requirement captured clearly in a workshop can get flattened or reworded inaccurately three drafts later. Edge cases mentioned once in passing can get lost entirely, only to resurface as a gap during UAT, when it’s far more expensive to fix.

Where Claude fits into our methodology

We’ve built Claude into the requirements phase of our NetSuite delivery methodology as a documentation accelerator, with our consultants firmly in control of the process at every step. In practice, that looks like:

  1. Structuring raw discovery input. Workshop transcripts, notes, and process walkthroughs are uploaded into Claude and then synthesized into a consistent draft structure: current-state process, pain points, future-state requirements, in-scope/out-of-scope items, and open questions. Claude organizes everything by NetSuite module and business process, matching a format our delivery teams and clients can easily understand.
  2. Surfacing what might otherwise get missed. Because Claude can hold an entire workshop transcript in context, it’s well suited to flagging requirements that were mentioned once, requirements that seem to conflict with each other across sessions, or dependencies between processes (e.g., a revenue recognition rule that depends on a custom item field). Our consultants review every flag. Claude surfaces candidates for attention, but it doesn’t make judgment calls about what belongs in scope.
  3. Speeding up the iteration loop. Requirements documents are never one-and-done. They go through client review cycles, get revised as new details emerge, and evolve as scope gets refined. Turning around a revised draft after a client feedback session now takes a fraction of the time it once did, which means more review cycles fit into the same project timeline, and more issues get caught before design begins.

What doesn’t change

It’s worth being direct about this: Claude does not gather requirements, does not make scoping decisions, and does not sign off on anything a client sees. Every document that leaves Charted has been reviewed, edited, and validated by a NetSuite-certified consultant who understands the client’s business. The value of an experienced ERP consultant isn’t in typing speed, it’s in knowing which questions to ask in the room, recognizing when a stated requirement masks a deeper process problem, designing a NetSuite configuration that will hold up as the business scales, and bringing the experience of someone who has worked with hundreds of other clients. That expertise is not something we’ve automated, nor do we intend to.

What has changed is how much of our consultants’ time goes toward that high-judgment work versus the mechanical work of writing it all down.

Why this matters for implementations and managed services alike

For net-new implementations, faster and more consistent requirements documentation means design and build phases start on more solid ground, with fewer requirements gaps discovered mid-project.

For optimization engagements, where the goal is often untangling years of customizations, workarounds, and tribal knowledge, the ability to quickly structure findings from system audits and stakeholder interviews into a clear current-state and future-state picture is just as valuable. Many of our managed services clients also benefit from this approach when scoping smaller enhancement requests, where a lightweight, well-structured requirements document keeps even-turn changes from turning into scope creep.

Built for how consulting truly works

We didn’t adopt Claude because AI is trendy in the ERP space right now. We adopted it because our consultants told us, project after project, that documentation was the part of the job that ate the most hours for the least differentiated value. Freeing that time means more of it goes toward what clients are paying for: expertise, judgment, and a NetSuite implementation that fits their business. If you’re evaluating a NetSuite implementation, optimization project, or ongoing managed services partner, we’d welcome the conversation about how our methodology (and the tools behind it) can help your project move faster without cutting corners on quality.

The Charted NetSuite Services team supports organizations through implementations, optimizations, and ongoing managed services. To learn more about our approach, reach out to us here.

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