Best AI forensic accounting software in 2026: a buyer's guide
The best forensic accounting software for 2026 compared: what it has to do, what the leading tools cost, and which ones read statements and do the analysis.
A forensic accounting matter usually starts with a stack of PDFs: years of bank and credit card statements across several accounts, some of them scanned, none of them in order. Before anyone can say where the money went, every transaction has to be pulled out of those pages and checked.
That is true for a trustee reviewing the 90 days before a bankruptcy filing, a family law attorney whose client believes money left the marriage before the petition, and a forensic accountant at the start of an engagement. Turning the records into data is the slow part, and it has to happen before the analysis that matters.
Forensic accounting software is meant to take on that work, but the label covers tools that do very different jobs.
Some read documents and give you a spreadsheet. Some analyze data that is already structured and cannot read a statement. A few do both, and if you buy a tool that only does one job, you still have to do the other part yourself.
This guide covers what the category includes, which capabilities matter, what the leading tools cost, and how to match one to your work.
What is forensic accounting software?
Forensic accounting software is any tool built to reconstruct a financial history from primary records and produce findings that hold up when someone challenges them. That second part is what makes it forensic. A bookkeeping tool assumes the books are mostly right. A forensic tool has to assume the other side will question every number.
In practice the category splits into two jobs, and most buying mistakes come from mixing them up:
Capture. Turning statements, checks, wires, and ledgers into structured transactions with a date, an amount, a direction, and an account. Done by hand, this takes weeks, and it is where most of the market sits.
Analysis. Using those transactions to answer the question the case turns on: where the money went, who received it, what changed before the filing, and what is missing from the records.
Tools that started in document scanning are good at capture and stop at the spreadsheet. Tools that started in audit are good at analysis but expect the data to be structured already. Both are sold as forensic accounting software, so check which job a tool actually does.
What does forensic accounting software actually do?
Forensic accounting software reads financial records, checks them, and helps you find and present what happened to the money. Speed matters in this work. The Association of Certified Fraud Examiners studied 2,402 cases across 143 countries for its 2026 Report to the Nations and found a median loss of $104,000 per case, with the median scheme running 12 months before it was detected. Schemes caught within six months had a median loss of $40,000, while those running more than five years cost more than $1.1 million.
A tool in this category should:
Read the source documents. Bank statements, credit card statements, check images, and increasingly investment statements, including scans and statements from regional institutions with unusual layouts.
Reconcile each statement to its own printed totals. The statement shows its opening and closing balance. If the extracted transactions do not add up to that, the extraction is wrong, and you want to know before the number reaches an exhibit.
Categorize transactions in terms that fit the matter. A payment to a law firm means something different in a fraud case than in a divorce.
Link every figure back to the page it came from. On cross-examination, the first question about any number is where it came from.
Trace the flow of funds. Follow money from a source, through the accounts in between, to whoever received it, including payment apps, crypto exchanges, loan servicers, and individuals named on checks.
Identify who is on the other side. A recurring payment to an entity that appears nowhere else in the case deserves a closer look.
Flag patterns a reviewer might miss. Deposits just under reporting thresholds, round amounts, and changes in behavior right before a filing date.
Show what is missing. A coverage map of which account-months you have and which you do not, so you find the gaps during discovery instead of at deposition.
Produce something you can hand to someone else. A schedule, an exhibit, or a written analysis that another person can read without you there to explain it.
Few products do all nine. Deciding which ones you can do without is the real buying decision.
Why can't ChatGPT or Copilot do forensic accounting?
General AI tools cannot do forensic accounting reliably because they produce plausible answers with no way to check them, and forensic work depends on every number being right. Ask a general model to total the deposits in a 60-page statement and it will give you a figure, with no way for you or anyone else to see where it came from. The figure is often correct, but you cannot tell which answers are.
Valid8, one of the established vendors in this space, published its own list of the gaps in general AI tools, and it is a fair one. It says general tools cannot visualize fund flows across multiple accounts and entities, have trouble finding accounts and relationships nobody disclosed, struggle with hard-to-read records such as handwritten checks, and do not keep the link between a document and the transaction it supports, which testimony depends on. Those four things are a large part of the job.
Forensic consultants reach the same conclusion. In a J.S. Held article on using emerging technology to detect fraud, the authors describe an embezzlement matter where AI-assisted tools worked through 20,000 transactions across 10 accounts and five years. The damages were calculated at more than $7 million, and an analysis that could have taken weeks took days. The software shortened the timeline, and the forensic accountants still decided what the pattern meant.
When you compare tools, the difference is this: a general model reasons but has no check on its numbers, while purpose-built forensic software checks the numbers first and reasons on top of them. For more on where consumer AI breaks down on financial documents, see our guide to analyzing bank statements for fraud investigations.
What features should forensic accounting software have?
Forensic accounting software should read your hardest documents, check its own work, link every figure to its source page, and do the analysis instead of stopping at a spreadsheet. Use these questions with any vendor:
Does it read my worst document, or only my best one? Most tools handle a clean statement from a national bank. Send a scanned credit union statement and a page of check images and see what comes back.
Does it check its own work? Ask whether it reconciles to the statement's printed opening and closing totals, and what happens when it does not balance. Flagging a discrepancy is useful. Correcting it is more useful.
Will it fill a gap with a guess? It should leave the figure open and tell you. A tool that quietly guesses is worse than no tool.
Can I get from a figure back to the page it came from in one click? Page-level linking is the minimum.
Does it do the analysis, or just give me a spreadsheet? Ask what you get back when you ask where the money went. If the answer is a CSV, you are buying capture.
Does it handle my type of matter? A preference-period lookback, a date-of-death cutoff, and a marital estate boundary are three different questions. Generic tools treat all three as a date filter.
What happens to my client's data? Find out where it is stored, who at the vendor can see it, and whether it is used to train anything. ABA Model Rule 1.6 makes confidentiality your responsibility, not the vendor's.
How long until my team can use it? If it needs extensive training, check whether the people who will use it have that time.
What does a big case cost? Per-transaction and per-page pricing looks small in a demo and grows on the matters with the most records.
Best forensic accounting software in 2026
The tools below are ordered by how much of the job they cover for a legal or investigative practice. Prices and vendor links were checked in October 2026.
1. CounselPro: best for end-to-end forensic analysis on legal matters
Website: CounselPro
CounselPro takes raw statement PDFs and returns structured, source-linked forensic analysis in one tool. You upload the whole discovery production, thousands of pages mixing accounts and periods in no particular order, and it splits the file into individual statement periods, extracts every transaction, and shows a coverage map of which account-months you have and which are missing. Click any transaction to open the statement page it came from.
On Premier and the Single Project, every statement has to balance to the starting and ending totals the bank printed. A month that comes up short is read again against the page image until every figure matches. A figure the records cannot support is left open and flagged for review, with the page beside it.
Plus, Premier, and the Single Project add two AI tools. Daystrom is a chat agent you ask questions in plain English, such as where the money from a house sale went. It traces money to named recipients, including transfers between accounts, payment apps, loan servicers, and individuals on checks, and shows the flow as a Sankey chart you can export. Every figure is computed in a calculator and shown with its inputs, and every answer cites its pages.
The AI forensic report is a long-form written analysis for the matter type you choose, including family law, bankruptcy, probate, civil litigation, and business disputes, with sections such as where the money went, undisclosed accounts, asset tracing, transfer patterns, and a forensic timeline.
Best for: Family law and bankruptcy attorneys running financial discovery in-house, business litigation and fraud practices tracing money out of an entity, and forensic, valuation, and litigation-support firms that want extraction and the first pass handled so expert hours go to judgment and testimony.
Pricing: $499 for a single project, paid once, with every capability and 1,000 credits included. Monthly plans are $100 a month (Core: extraction, categorization, and insights), $250 a month (Plus: adds Daystrom chat and forensic reports), and $500 a month (Premier: adds self-healing reconciliation and duplicate detection), or $1,200, $3,000, and $6,000 billed yearly. Monthly plans include 1,000 credits a month, and one credit covers one page of a bank statement, credit card statement, or check image. Full detail is on the pricing page.
Considerations: Reconciliation is on Premier and the Single Project. Every plan reads bank statements, credit card statements, and check images, and Plus, Premier, and the Single Project also read investment and brokerage statements. Tax documents are listed as coming in Q4 2026. It is built for U.S. statements in U.S. dollars, so general ledgers, phone records, casino activity, toll data, and foreign-currency statements need another tool.
2. Valid8 Financial: best for high-stakes matters with an enterprise budget
Website: Valid8 Financial
Valid8 is the established enterprise platform for forensic bank statement analysis. Its marketing describes extracting and verifying transactions from bank, brokerage, and credit card statements, checks, and deposit slips, flagging missing or inaccurate data and undisclosed accounts, categorizing sources and uses of funds, and tracing each transaction back to its source document. It also markets lifestyle analysis for family law.
On speed, Valid8's site talks about preparing evidence in hours rather than weeks, and a customer quoted on its financial crime page says Valid8 prepared the data in less than 24 hours. On cost, Vendr's buyer guide puts the average contract at about $42,000 a year, based on two deals. Pricing is not published, so you go through sales.
In a recorded Valid8 demo we watched, accounts had to be set up before statements were uploaded, which is harder on a discovery matter where you do not yet know which accounts exist. What its marketing does not show is a way to ask questions about the case in plain English and get answers with page citations. We compare the two side by side on our CounselPro vs. Valid8 page.
Best for: Large accounting firms, government agencies, and enterprise litigation teams on high-stakes matters, such as white-collar criminal cases, large fraud matters, and high-net-worth divorce, where the budget supports an annual contract.
Pricing: Not published. About $42,000 a year on average, per Vendr.
Considerations: Valid8's site describes turnaround in hours. An annual contract at that level is hard to justify for solo and mid-size practices. In the demo we saw, accounts had to be set up before upload.
3. AIT CFIS: best for government agencies and multi-currency criminal cases
Website: AIT CFIS
CFIS is used by the Secret Service, the DEA, and the SEC, among other agencies, to turn subpoena returns into a picture of where money went, and it has shipped since 2001. It reconciles each statement to zero, links supporting documents (checks, wires, deposit tickets) to the transactions they belong to so a right click opens the source image, and produces flow-of-funds and link-analysis charts plus 24 standard reports. Its format library covers more than 11,500 statement layouts, plus records most tools do not handle: phone records, casino activity, general ledgers, and toll records.
It is also hard for a private firm to buy. There is no published price list and no self-serve signup; agencies buy it through the federal supply schedule or a sole-source justification. Awarded contracts put it at about $7,500 per concurrent user per year at the FTC and about $11,300 per license at the DEA.
It is installed on a Windows server. At the SEC, according to the agency's privacy assessment, dedicated technicians run it: staff send statements to the technicians, who return reconciled data as Excel files, and the analysis happens afterward in a spreadsheet.
Its multi-currency and multi-language support are ahead of most of this list, and so is its view of what a subpoena has produced and what has not arrived yet. It has no way to question the case in plain English and no civil-matter workflow. Our post on AIT CFIS reviews, pricing, and alternatives has the full picture.
Best for: Federal, state, and local agencies with a procurement office, an on-premise requirement, and trained technicians.
Pricing: About $7,500 to $11,300 per seat per year, based on awarded federal contracts, plus server installation and training. Nothing published.
Considerations: On-premise only, with no cloud option. Needs a trained operator. No divorce, bankruptcy, or probate workflow.
4. ScanWriter: best for investigators who want many record types in Excel
Website: ScanWriter
ScanWriter, from Personable, has served fraud investigators for years. It captures bank and credit card statements, check images, deposit slips, payroll records, phone records, and general ledgers. Its maker says it supports statements from more than 15,000 financial institutions and adds new formats within 48 hours of a request.
It pulls the payee, payer, amount, and date off checks and deposit slips and links them to the matching bank transactions. Output goes to Excel, with cells linked back to their source, and it flags transfers between accounts and charts the flow of funds.
It is sold as a license rather than per matter: the Standard license is $6,045 for one workstation user, plus a $3,557 annual fee for support and updates. Files are saved locally, and hosting is sold separately. Analysis beyond the transfer flags and fund-flow charts is work you do in the spreadsheet.
Best for: Investigative and accounting practices that handle many record types and want them in Excel.
Pricing: Standard license $6,045 per user, plus a $3,557 annual fee. Premier is priced by phone.
Considerations: An upfront license plus an annual fee suits steady case volume more than a single matter. Most analysis happens in Excel.
5. FraudFindr: best for elder financial exploitation cases
Website: FraudFindr
FraudFindr is forensic accounting software from The Bonadio Group, an accounting firm. It was built around financial exploitation of older adults, and it now lists law firms, divorce attorneys, law enforcement, forensic investigators, and representative payee providers among its users.
You connect bank accounts or upload statements as PDF or CSV files, and PDFs are read with OCR. It uses AI to categorize transactions and flag suspicious ones based on the case details you enter, attributes spending to the victim or the suspect, and produces case reports with sections you can customize. It runs in the browser, with data stored on Google Cloud.
Best for: Elder abuse and financial exploitation investigations, and practices that want case questionnaires and victim and suspect attribution built in.
Pricing: Not published. Plans are set by the number of active users and cases and the number of OCR pages a month, and unused pages do not roll over.
Considerations: Built around elder exploitation cases, so check how well it fits divorce or bankruptcy work before relying on it. Its product page does not mention reconciling statements to their printed totals.
6. CaseWare IDEA and Diligent ACL Analytics: best for audit testing on data you already have
Websites: CaseWare IDEA and Diligent ACL Analytics
IDEA and ACL are the long-standing analysis tools for auditors and forensic accountants. They test whole populations of data for anomalies, including duplicates, gaps, outliers, and Benford's Law, and they support sampling and joins across large files. ACL belonged to Galvanize until Diligent bought the company in 2021, and Diligent now sells it to audit, risk, and compliance teams, with natural-language prompts alongside ACL scripting. If you have a general ledger or a payables file and need to find the anomalies in it in a way you can defend, these are proven tools.
They are built for audit data, not for reading bank statements. IDEA imports PDFs along with Excel, CSV, and data from accounting systems, and Diligent lists PDF support for ACL as coming soon, but neither is sold as a way to turn a production of bank statements into reconciled transactions. Most teams pair them with a capture tool.
Best for: Forensic accountants and internal audit teams running tests over ledgers and transaction files they already have in structured form.
Pricing: Not published for either. Both are sold through demos and quotes, and Diligent offers a 30-day trial.
Considerations: Budget for a separate capture tool for bank statements. Both are built around audit questions, and their outputs are audit workpapers, so courtroom exhibits are a separate step.
7. Nuix: best for investigations where the money trail is in email and devices
Website: Nuix
Nuix indexes and searches large volumes of unstructured evidence: email archives, drive images, mobile phone extractions, chat logs, and loose documents. In an investigation where the financial evidence is in the communications, such as a wire instruction in an email attachment, Nuix is the platform that finds it.
Nuix is used alongside forensic accounting software. It finds the document, and a separate tool reconciles the statements and builds the schedule of transfers.
Best for: Corporate investigations, regulatory response, and large discovery matters with substantial digital evidence beyond financial records.
Pricing: Enterprise licensing. Contact for pricing.
Considerations: Not financial analysis software. No statement extraction, reconciliation, or transaction categorization. Significant cost and administrative overhead for a matter that is only bank statements.
8. Ocrolus: best for high-volume lending document review
Website: Ocrolus
Ocrolus processes bank statements, pay stubs, and tax forms at scale for lenders, and it does that well. Extraction accuracy is strong, throughput is high, and it includes fraud detection that flags fake or altered documents, which matters in an underwriting pipeline.
Its outputs are designed for loan decisions. Cash flow analytics, income calculations, and risk signals are framed around whether to lend. There is no legal workflow, no matter-type awareness, and no forensic report. If you are a lender, it is a strong choice, and if you are a litigator, you will spend time translating its output.
Best for: Lenders, fintechs, and underwriting teams processing high volumes of borrower documents.
Pricing: Enterprise, quote-based. No self-serve option.
Considerations: Built for lending rather than litigation. Categories and analytics are designed for underwriting. No practice-area workflows and no exhibits for court. Its fraud detection means document tampering, which is different from forensic accounting.
9. DocuClipper: best for low-cost statement-to-spreadsheet conversion
Website: DocuClipper
DocuClipper converts statement PDFs into Excel, CSV, or accounting formats at one of the lowest prices on this list, and it handles clean statements from major national banks well. In 2026 it repositioned toward forensic work, adding pages for financial investigations and marketing flow-of-funds views, transfer detection, and reconciliation against opening and closing balances.
Test those features on your own documents before relying on them. In our testing, statements from regional banks and credit unions produced extraction errors, categorization still meant building and tuning rules by hand, and reconciliation showed which files did not balance without correcting the pages that caused it, so a misread still came through as a wrong number. Most of the analysis was work we did ourselves in the exported spreadsheet.
Our CounselPro vs. DocuClipper page and our post on DocuClipper alternatives for lawyers go into more detail.
Best for: Bookkeepers, small accounting practices, and anyone who needs clean national-bank statements turned into a spreadsheet at low cost.
Pricing: Billed annually, Starter is $20.30 a month for 60 pages, Business is $111.30 a month for 640 pages, and Enterprise is $279.30 a month for 1,800 pages, with larger page tiers on each plan. Annual billing is 30% off the monthly price. Unused pages do not roll over.
Considerations: Per-page quotas get expensive on multi-year statement sets. Weak on regional banks and credit unions in our testing. Reconciliation flags problems rather than fixing them. You finish the analysis in Excel.
10. MoneyThumb: best for converting statements into accounting formats
Website: MoneyThumb
MoneyThumb converts bank and credit card statements into formats such as QBO, OFX, QFX, QIF, and CSV for QuickBooks, Quicken, other accounting software, and spreadsheets. It also sells tools for lenders. PDF Insights reads financial documents for underwriting, reconciles transaction totals against the statement's summary figures, and scores each document for fraud and each applicant for creditworthiness. Thumbprint checks whether a document has been altered.
Those analytics are built for lending. The scores and checks answer whether to lend, so tracing what happened to the money in a case takes another tool, and there is no legal workflow or source-linked output for an exhibit.
Best for: Bookkeepers and lenders converting statements into accounting formats, and anyone who needs a statement turned into a file once.
Pricing: Platform plans start at $599.95 a year. Converters are sold as lifetime or 50-day licenses.
Considerations: Built for bookkeeping and lending. You will need another tool for the case analysis.
How much does forensic accounting software cost?
Forensic accounting software costs from about $20 a month for a statement converter to about $42,000 a year on average for an enterprise forensic platform, and the pricing model matters as much as the price. Per-transaction and per-page billing looks small in a demo and grows with the cases that have the most records.
| Tool | Starting price | Reads statements | Does the analysis | Pricing model |
|---|---|---|---|---|
| CounselPro | $100/mo or $499/matter | Yes | Yes | Flat plus credits |
| Valid8 | ~$42,000/yr average (Vendr) | Yes | Partial | Annual contract, quote |
| AIT CFIS | $7,500 to $11,300/seat/yr | Yes | Partial | Per seat, government |
| ScanWriter | $6,045 license plus $3,557/yr | Yes | Partial | License plus annual fee |
| FraudFindr | Not published | Yes | Elder exploitation focus | Users, cases, and OCR pages |
| CaseWare IDEA | Not published | General PDF import | Yes | Enterprise license |
| Diligent ACL | Not published | Not yet | Yes | Quote, 30-day trial |
| Nuix | Not published | No | Different category | Enterprise license |
| Ocrolus | Not published | Yes | Lending-focused | Enterprise quote |
| DocuClipper | $20.30/mo billed annually | Yes, unevenly in our testing | No | Per page |
| MoneyThumb | $599.95/yr | Yes | Lending-focused | Annual plan or license |
Two things are worth watching. Pricing per transaction or per page puts the cost of a complicated case on you, and complicated cases are the reason to buy the software. Quote-only pricing means a sales process, which works for an annual budget but not when a matter arrives at the end of the week.
Are there free or open source forensic accounting tools?
Yes, and they work well if someone on your team can operate them. The open-source tools used in forensic and valuation practices are Python with pandas and scikit-learn for analysis, R for statistics, spaCy or NLTK for reading text, Gephi and NetworkX for network and link analysis, and D3, Matplotlib, or Seaborn for charts. None of them cost anything to license.
The cost is staff time. Every one of those tools assumes you already have structured data, so you are back to the capture problem. Then someone has to write and maintain the analysis, and be ready to explain the code on the stand when opposing counsel asks how the script decided which transactions were internal transfers.
That works for a firm with a data scientist and a documented, repeatable method. It does not work for a practice that needs findings this month.
Open source fits best after capture: a network graph of counterparties, a statistical test no vendor sells, or a custom chart for one exhibit. Use it alongside a capture tool.
How do you choose forensic accounting software for your practice?
Choose based on who will run the tool and what the matter can pay for.
Solo and small-firm attorneys need capture and analysis in one place, priced so a single case can carry it, with little training. An annual enterprise contract is hard to justify for an ordinary divorce or a Chapter 7. Look for per-matter pricing and output you can use directly.
Forensic, valuation, and litigation-support firms have the expertise but not the time. Analysts spend the first days of an engagement keying transactions from PDFs. The right tool takes that over so expert hours go to judgment, valuation, and testimony, which is what you bill for. Analytical depth still matters, because the analysis is your product.
Bankruptcy trustees and high-volume practices should prioritize bulk intake and coverage detection. You are working many messy cases at once, and knowing which account-months never arrived matters more than another chart.
Elder exploitation investigators** may want a tool built around that work, with victim and suspect attribution.
Government agencies will find that procurement and hosting rules narrow the field before capabilities do. On-premise requirements point toward established government platforms such as CFIS.
Teams that already have structured data and a trained analyst should buy an analysis tool and skip capture. That is the one case where IDEA, ACL, or an open-source stack is the efficient choice.
Will forensic accounting software hold up under cross-examination?
It can, if you can show where every number came from and the document behind it. Whether an analysis holds up depends on your method and your records. In practice that comes down to four things.
Every figure has to trace back to the specific statement page where that transaction is printed, and you should be able to open that page in a click while you testify. A general reference to a batch of produced documents is much harder to defend.
The math has to be shown. If a total appears in a report, you should be able to see the transactions behind it and how they were added up. A number a model produced without showing its work is not evidence, even when it is right.
Anything the tool could not verify has to stay visible. Statements that did not balance, account-months with no records, and transactions the system would not guess at should all be flagged in front of you before you build an opinion on them. Reconciling every statement to its printed totals became the standard in serious financial investigations because it makes that uncertainty measurable.
Then there is the client's data. ABA Model Rule 1.6 puts confidentiality on you whichever vendor you pick, so find out where the records are stored, who at the vendor can access them, and whether anything is used to train a model. Ask in writing and keep the answer.
If you have all four, the software becomes an ordinary question about methodology. For how automated categorization holds up to that scrutiny, see our post on automated transaction categorization for legal work.
Frequently asked questions
What is the best forensic accounting software?
The best forensic accounting software depends on which part of the job you need:
Extraction and forensic analysis in one place on legal matters: CounselPro, at a price a single case can carry.
High-stakes enterprise matters with the budget for an annual contract: Valid8.
Many record types turned into Excel for investigators: ScanWriter.
Elder exploitation cases: FraudFindr.
Audit testing on data you already hold in structured form: CaseWare IDEA or Diligent ACL.
Government agencies with on-premise requirements: AIT CFIS.
Can forensic accounting software read scanned bank statements?
The better platforms can, though quality depends on the scan. A PDF downloaded from the bank reads more accurately than a photocopy of a fax. Regional banks and credit unions are the real test, because their layouts vary. Ask any vendor to run your worst document during the trial.
Does forensic accounting software replace a forensic accountant?
No. It replaces the data entry, the part of an engagement that takes days without producing insight. Forensic accountants and valuation firms use these tools so their experts spend their time on judgment, methodology, and testimony. For attorneys on smaller matters that could never support a forensic engagement, the software makes a first-pass financial analysis possible, and it shows when the findings need a forensic accountant.
What is the difference between forensic accounting software and OCR software?
OCR turns an image of text into text. Forensic accounting software uses OCR as a first step, then reconciles the result against the statement's printed totals, categorizes the transactions, links each one to its source page, and analyzes the whole set for patterns. A tool that stops at the export is a converter.
How long does it take to analyze bank statements with forensic software?
Automated platforms return structured, reconciled transaction data in minutes for a typical set of statements, with large productions running longer in the background. Some enterprise platforms describe turnaround in hours. A forensic accountant working by hand takes weeks. The difference matters most when a preference window, a discovery cutoff, or a trial date sets your schedule.
Can I use forensic accounting software for divorce, bankruptcy, and probate cases?
Yes, and the better tools are built around those matter types, with workflows that understand a 90-day preference window, a date-of-death cutoff, or a marital estate boundary. Generic and lending tools treat all three as a date range, which leaves the legal framing to you. If your practice covers several of these, matter-type awareness is worth more than any single feature.
