I just published the largest update that I've ever made to the Sonar AI Prompt Library. It now holds 366 prompts, and 54 of them are new this week. Four of the new ones are free.
If you're not familiar with the library, then here's the short version. Sonar AI is an AI agent that runs inside NetSuite. Every prompt in the library is a playbook that I engineered and tested against live NetSuite data, and you run it inside your own account, against your own records. There's nothing to export and no spreadsheet to build. You run the prompt, and a few minutes later you have something that you could put in front of a board.
Here's what's in the release.
Four New Free Prompts
The free tier is now up to 30 prompts, and four of them came in with this release. I picked these four because I think that they show the range of what Sonar AI can do.
- Enhanced Balance Sheet - takes NetSuite's standard Comparative Balance Sheet and turns it into a position analysis: common-size variance, a 21-ratio cross-statement suite, DuPont return on equity (ROE), and a derived cash-flow bridge. The bridge has to reconcile to the penny, and it's the part that I'm proudest of, because it proves the rest of the analysis from within.
- Sales Growth Opportunity Audit - seven revenue opportunities, ranked by speed-to-cash. Each one comes with a named, deep-linked work list: dormant customers, one-time buyers, stalled estimates, slow movers. You get a list of records to act on, and you can start working it the same day.
- Inventory Risk Grid - your entire catalog on a single velocity-by-weeks-of-stock heatmap. Stockout risk sits in one corner, and dead money sits in the other.
- Revenue Treemap - your revenue mix as a zoomable treemap, from category down to item, with click-through to the underlying records.
If you're new to Sonar AI, then the free tier is where I suggest starting. There's nothing to buy.
For Finance: A Reporting Suite and a Forensics Series
There are two groups of prompts here for finance teams, and they take very different approaches.
The financial reporting suite pairs the Enhanced Balance Sheet with an EBITDA Comparative Income Statement (a dual-method EBITDA reconciliation, with variances that are checked by the machine rather than by eye) and an MD&A Account Movement Narrative, which analyzes account movement across the full population and writes it up in management-discussion voice, with a clickable index back to the source documents.
The general ledger (GL) forensics series starts from a different place. All four prompts work from raw cumulative postings, and none of them rely on pre-built financials.
- Operating Leverage Analysis - splits fixed and variable costs using ordinary least squares (OLS) regression against your ledger as it was posted, and derives break-even, degree of operating leverage, and margin of safety from that, instead of from assumptions.
- Composite Forensic Scores - the Beneish M-Score and Altman Z-Score, computed from your GL.
- Return on Incremental Invested Capital (ROIIC) - what the last dollar you reinvested really earned. It includes a constant-efficiency counterfactual that splits the capital build into growth dollars and slippage dollars.
- Capex vs. Depreciation - one question, is the asset base being rebuilt or eroded?
For Private Equity: A Five-Prompt Deal Lifecycle
These five follow a deal from first look through value creation. The PE Investability Readiness Report is sell-side, buyer's-eye diligence, with a Green/Yellow/Red composite score. The PE Account Prenup is the technical and system side of that diligence. It looks at customization debt and key-person risk, and it measures how locked in the account really is. Then there's the PE 100-Day Plan Financial Baseline, PE Deal Model vs. Actual Performance (which recalculates MOIC and IRR against what has really happened), and the Add-On Acquisition Synergy Tracker.
For Operators: A Strategy Tier
This is new territory for the library. Until now, most prompts have answered a question about the business. These read the business from the ledger and hand back a plan.
The Growth Opportunity Analysis & Execution Plan is the anchor. It identifies 25 opportunities across seven categories, each backed by evidence from your data and scored on impact, difficulty, investment, and ROI, and it sequences them into a roadmap that funds itself as it goes. It comes with a risk register and an interactive progress tracker.
Around it are the COO Operating System, Business Scaling Roadmap, Scaling Readiness Brief, and Revenue Expansion Roadmap, which range from a department-by-department operating cadence to the design of new income streams. And there's the Operational Audit Command Center, which is the kind of operational audit that a Big 4 firm would run: financial statements, order-to-cash and procure-to-pay cycle times, GL forensics, a controls matrix, a maturity scorecard, and an ROI model.
For Supply Chain and Manufacturing: Visual Intelligence
These are the prompts that I find myself showing people first, because the visuals are the point.
- BOM Cost Sunburst - the full multi-level bill of materials as a zoomable cost sunburst, colored by drift against standards.
- Component Shortage Dependency Graph - start with one shortage and trace it, as a network, through every blocked work order to the sales-order dollars on the other end.
- Lot Genealogy & Recall Trace - a mock recall, rendered as a Sankey.
- Supply Chain Risk Exposure Review - supplier dependency, HHI concentration, lead-time variability (which I think is the real risk signal, more than lead time itself), and event-driven expected-loss scenarios.
For Administrators: Governance and Technical Debt
A lot of this release is for the people who keep the instance running.
The SuiteScript Risk & Technical-Debt Inventory ranks every script by the likelihood that a release will break it, weighted by how hard it would be to reconstruct, and it backs the ranking with runtime-error evidence. Alongside it are a Script-Stacking Analysis, the Native-Record Footprint Map and Redundant-Concept Detection Sweep (a pair aimed at custom-field sprawl), a NetSuite Proactive Health Review, and an AI Data-Fitness Audit that scores your instance from 0 to 100 on how ready it is for AI agents.
Then some practical tooling. Saved Search to SuiteQL Verified Conversion does what the name says and verifies the result. Role-Based Training Builder builds a curriculum from your real configuration, with hands-on labs against real records. Departed Employee Data Archaeology helps you find what someone left behind. And there are interactive decision consoles for credit holds and vendor bill approvals.
And More
I've covered roughly two-thirds of the release. The rest includes pricing elasticity with quote guidance, an audit of accounts receivable (AR) terms against payment behavior, cost-reduction scenario modeling with Monte Carlo simulation, Sarbanes-Oxley (SOX) and IPO readiness, risk-appetite assessment, benchmark tracking that remembers edition over edition, transaction-flow process mining, and an ERP migration assessment. 54 in total.
How Licensing Works
It's a one-time purchase, entitled to your NetSuite account family, so production, sandboxes, and release previews are all covered. There's no per-seat licensing and no subscription. The 30 free prompts are open to everyone.
You can browse the new release, or start with the free tier.