// Industrial filter manufacturers · Test report packages
Filter test report packages, assembled from lab and plant records for your quality manager.
A customer wants the paperwork for a lot: the test method, the rating, the pressure drop readings, the media lot and a certificate. A free AI proof of concept has AI assemble that package from copies of 20 to 30 lots you already shipped, and list what is missing. Your reviewer, the quality manager or whoever knows these files best, compares each draft with the package that went out.
- Shipped lots
- 20 to 30
- Results judged by AI
- None
- Certificates signed by AI
- None
// The one job
From scattered lab and plant records to one package a person can sign
The records behind a lot live in different places: lab sheets and third-party reports, production records, media receiving records, pressure drop logs and whatever the customer's order said it wanted. Someone in quality pulls them together, checks that each page belongs to this lot and this construction, and works out what the customer asked to see.
In the test, AI works from copies of those records and assembles a draft package: the named test method and edition, the efficiency rating as reported, pressure drop readings with their flow and units, the media lot, the certificate requested in the customer's own words, and a list of what is missing. Your quality manager reviews each one beside the package your team actually shipped. Nothing is signed or sent.
by lot
// The hard parts
Where a filter report package goes wrong
A buyer can spell out what a report must hold. North Carolina's air filter specification lists eleven items for a third-party ASHRAE 52.2 report, among them the test air flow beside the maker's rated air flow, initial and final resistance at rated flow, how the laboratory came by the sample, who the laboratory is, test dates with signatures and the measured gross media area. The data has to describe a complete filter from current production, frame and media support included, not media on its own, and the state may pull its sample from a customer's delivered stock. UMBC's 2024 bid wants a report from an independent laboratory on each filter. The draft maps every item on a customer's list to the page in your file that answers it and writes not found where nothing does.
The method decides the report's shape. The National Air Filtration Association's guide describes particle counts across twelve size ranges in six test cycles, the lowest values forming a composite minimum efficiency curve, and three averages, E1, E2 and E3, that set the MERV. Dust holding capacity comes with it, and NAFA cautions that the figure shouldn't be used to work out expected life. One lab's published outline of its 52.2 report lists the filter description, test parameters, clean and dust-loaded efficiency data and the clean filter's pressure drop curve across air flows. The draft carries each as reported. It calculates nothing and decides no rating.
The edition on the report changes what its numbers mean. ASHRAE's errata to the 2012 edition has final resistance chosen from a table as a minimum and never less than twice the initial resistance. NAFA's guide to the 2025 edition says designated final resistance values have been removed, that a calculated release rate replaces the old shedding penalty for filters that release particles, and that the test humidity range is narrower. North Carolina and Michigan both cite the 2012 edition by year. So the draft shows the edition printed on each report next to the edition the customer named and flags a difference without calling it a problem.
High-efficiency and baghouse files have their own vocabulary. IEST-RP-CC001.7 describes eleven levels of filter performance and six grades of construction and says a purchase order should name both; its type letters don't run in sequence, so a letter alone tells a reader little. IEST-RP-CC034 covers leak tests in the factory, at the job site before installation and after installation, and a report has to say which it records. Michigan's master specification has HEPA cell sides marked with maker, style code, serial number, efficiency and resistance. On baghouse fabric, an EPA technology verification statement signed in 2011 describes sample swatches marked with model number, year and month of manufacture and cake side, reports outlet concentration, residual pressure drop, cycle time and mass gain, and applies only to media made within three years of signature. The draft ties each reading to the serial number or media lot your records show.
Liquid lots use other words, and one rule reaches the housing. ISO 16889's multi-pass test yields a series of Beta ratios rather than one efficiency figure, at particle sizes written as µm(c) to show how the counter was calibrated. Under EPA's 40 CFR 141.719, challenge testing of bag and cartridge filters for drinking water credit runs on full-scale filters and housings identical in material and construction to those the system will use, challenges each filter at three points in its cycle, expresses results as log removal values and is repeated if the filter is changed in a way that could alter its removal. Your reviewer will check that every page belongs to the lot, every reading matches its source, and the missing list caught what your team actually had to chase.
// What you send
Lots your plant already shipped
20 to 30 shipped lots
The package each customer actually received, with the lab and plant records behind it. Include a lot that needed a correction, one where a customer asked for something unusual and one your team held.
Lab and third-party reports
Test reports in the form your lab or an outside lab issued them, with the method and edition showing, plus any pressure drop logs that go with them.
Media and production records
Receiving records, media lot numbers and production records that tie each finished lot to what went into it.
What each customer asked for
The order's document requirements, any specification clause on testing and the certificate wording requested. If a record can't leave the building, we build look-alikes with you.
// Before it starts
Settled before a lot file is copied
These go on paper first, and the owner signs off on each.
- Your reviewer
- The owner's pick: usually the quality manager
- Success criteria
- In writing: which pages must be found and how the missing list scores
- Sample
- Picked by your reviewer from air, liquid and dust-collection lots
- Who signs
- Your quality manager, on every report
- Price
- A range for the live job, stated before a lot file moves
- NDA
- In place before anything is copied
// How the test is judged
The package your team shipped beside each draft
| Across the same 20 to 30 lots | Package your team shipped | Draft from the test |
|---|---|---|
| Named test method and edition | Marked on your lots | Marked on your lots |
| Efficiency rating as the report states it | Marked on your lots | Marked on your lots |
| Pressure drop readings, with flow and units | Marked on your lots | Marked on your lots |
| Media lot tied to the finished lot | Marked on your lots | Marked on your lots |
| Certificate requested, in the customer's words | Marked on your lots | Marked on your lots |
| Every page belonging to this lot | Marked on your lots | Marked on your lots |
| Missing items listed, against what your team chased | Marked on your lots | Marked on your lots |
// After a yes
About 30 days on live lots
With your reviewer's yes, the next lots that need customer documentation go through the same assembly for about 30 days.
Your quality manager reviews and signs every report before it leaves, and any decision about a result stays with quality. Comparison carries on against live packages. A next job is priced on its own, and monthly support comes after that.
// Possible next jobs
If the first job earns another
- 01Next
Spec sheet match quotes
Customer specifications read into a quote sheet for your applications person, with the fields to confirm listed.
- 02Then
Label and carton data checks
Required frame and carton markings for each customer set beside your label file before a run is released.
- 03After that
Filter schedules from bids
Unit-by-unit lists from bids and change-out programs consolidated for the person pricing them.
// One hard limit
It never judges a result, and never signs a certificate.
Readings and ratings are carried across as your lab reported them. The draft doesn't decide whether a lot passed, work out a rating, select a filter or say a product meets a standard. It never opens your ERP, a live quote or a live certificate, and your quality manager reviews and signs every report before it goes anywhere. Defense and aerospace lots stay out of the test. We describe public standards only to show the work; they aren't legal or engineering advice from us.
Priced per job. You get a range before the proof of concept and a fixed price before you sign.
Rob gives the range on the call, once he knows how many lots need customer documentation each month and how many kinds of test report they involve.
// Questions
Test report package questions
Will the AI say whether a lot passed?
Can it tell a third-party report from our own lab's report?
What if a report's edition is older than the one the customer named?
Our media lots and finished lots live in different systems. Is that a problem?
Can it fill in the certificate?
Can leak test and integrity records go in the sample?

Rob Eason, founder
// Book a proof of concept call
Bring the lot file that took longest to put together.
Thirty minutes with Rob: what you make, your role, roughly how many lots need customer paperwork in a month and which reports customers ask for most. Keep every report with you until the NDA is signed.
- Co-owned a 60-employee financial services firm and sold his share to his partner.
- Ran GOSO Technologies, a Boston solar company rated 5/5 across 24 Google reviews.
- 5/5 across 83 reviews in HighLevel's Certified Admin Directory.
- 4.3/5 from 6 Google reviews of Massmarket AI.
- Every directory and Google review, critical ones included, is shown word for word at massmarket.ai/reviews.
- Takes every proof-of-concept call himself.
