Shelf Life Projection. Simplified.

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Intuitive Shelf-Life Projection Software

SLIMStat, created by the makers of SLIM, H&A Scientific, is an extremely easy-to-use software developed and validated specifically to determine the shelf life of drug products that have been placed on stability. This interactive and intuitive tool empowers non-statisticians with the ability to generate statistical analyses with complete confidence. Fully validated and 21 CFR Part 11 compliant, SLIMStat accepts data directly from the SLIM database, keyboard, clipboard, or any suitably-formatted text/Excel file. The product’s shelf life for single or pooled studies is then automatically calculated. It’s that easy!

SLIMStat is included in the SLIM suite, but it can also be purchased stand-alone.  As is with the SLIM suite, SLIMStat features a GAMP 5 risk-based validation methodology that allows for a stream-lined-yet-comprehensive, ready-to-execute (on-site or remote) IQ/OQ validation package – no need for complex testing of endless configurations.

Key Features and Benefits

  • Determines shelf life using one-sided or two-sided 95% confidence intervals
  • Quickly and easily calculates shelf life, trend analysis, out-of-trend (OOT) determinations (within a single batch or across multiple batches), ICH Q1E batch pooling, back-purity, and kinetic analyses (Arrhenius Equation)
  • Graphical visualization of the data can be saved as Windows Metafiles or PDFs for easy insertion into other documents
  • A company logo (bitmap) may be added to the header of a SLIMStat printout
  • Generates reports in English, French, German, Japanese, Polish, Portuguese, and Spanish languages
  • Allows your company to implement ICH Guidance for Industry “Q1E Evaluation of Stability Date,” including “Pooled Mean Squared Error” and “Analysis of Covariance” testing for poolability of batches
  • ANACOVA calculations yield the same industry recognized results as the program used by the FDA
  • Configure reports for international acceptance with user configurable decimal separator and date formats, UNICODE compliance, and display of non-localized date-time audit logs
  • User-selected treatment of Limit-of-Detection values
  • A tool to save R&D formulators time and money utilizing kinetic analysis (Arrhenius Calculation)
  • Reduces regulatory risk by use of a program that is fully validated according to GxP guidelines and can be implemented as 21 CFR Part 11 compliant
  • Empowers your chemists and pharmacists, and formulators with an extremely easy to use tool to make good decisions based on sound statistical principles

Long Term/Standard Conditions & Kinetic Analysis Calculations

  • SLIMStat determines shelf life using one-sided or two-sided 95% confidence intervals
  • ANACOVA calculations are used for determining the validity of pooling multiple studies
  • The studies are assigned a Model I, II, or III/IV designation consistent with ICH Q1E guidelines
  • Automatically makes decisions as to the validity of pooling batches/studies. No guesswork!
  • Tentative expiration dating periods may be estimated by processing accelerated stability data using the Arrhenius Equation
  • The shelf life may be predicted at any valid temperature with the click of a button

Click the thumbnail to see a larger image of the Pooled Batches screen

Click the thumbnail to see a larger image of the Standard Storage Conditions Model Analysis

Click the thumbnail to see a larger image of the Accelerated Storage Conditions Analysis

Trend Analysis

  • Easily predicts a future result (trend) based on user specified target date.
  • Trend calculations can be determined based on the displayed Confidence Interval, Prediction Interval, or Standard Deviation about the Regression Line.

Click the thumbnail to see a larger image of the Trend Analysis

Out-Of-Trend (OOT) Determinations

  • Simply select a result to examine and SLIMStat can immediately determine if it is statistically OOT or not and will notate accordingly
  • OOT determinations can be made for a data point within a single batch or for a data point across many batches
  • Choice of using Prediction Interval or the Standard Deviation about the Regression Line (using either the calculated Std Dev or can input the known Std Dev of the Population)

Click the thumbnail to see a larger image of the OOT Determination screen

Back Calculation Of Purity

  • The user can enter a target time (in units of hours, days, weeks, or months, depending on the time units of the displayed analysis) to calculate the initial purity of the drug required to obtain the desired projection or expiration date.
  • User can select “Projection” type of calculation (based solely on Y=mx+b) or “Expiration Date” type of calculation (based on the displayed Confidence Interval).

21 CFR Part 11 Compliance

SLIMStat’s functionality meets the Electronic Records and Electronic Signatures rules of 21 CFR Part 11 as they relate to “closed” systems. It features multiple levels of security, including prompted password expiry, a time-out procedure, the ability for each SLIMStat user to have different security rights, and a full audit trail.

H&A Scientific’s SLIM. By stability professionals. For stability professionals.

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What Our Clients Say About SLIMStat

  • I contacted H&A Scientific, Inc. to purchase SLIMStat for statistical evaluation of stability results for a pharmaceutical regulatory filing. This software was chosen because SLIMStat is well known in the pharmaceutical industry, it is validated, and it is easy to use.

  • The team at H&A Scientific, Inc. went out of their way to accommodate our need for quick implementation and delivered the expected results in record time.

  • SLIMStat was recommended to us when my company was looking for software to analyze stability data. The SLIMStat software is very easy to use and provides great graphs of the stability data. SLIMStat has been a great tool for us to better understand our stability data


Commercial off-the-shelf solution for complete management of your drug stability program.


Developed specifically to determine the shelf-life of drug products placed on stability.


Seamless generation of validated stability reports in a format ready for FDA submission.


Designed to maintain compliance with requirements of the FDA and GAMP.