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TAM, SAM, SOM Global TAM (Total Addressable Market) is the maximum revenue opportunity available for a product or service if it captured 100% of its potential customers worldwide. It represents the broadest possible market size before narrowing down to more realistic subsets like SAM (Serviceable Available Market) and SOM (Serviceable Obtainable Market)


Market Sizing

Global TAM (Total Addressable Market) for IN-V-BAT-AI

All students, educators, and professionals worldwide who need memory recall tools. This represents hundreds of millions of potential users across more than 2 million schools globally.

SAM (Serviceable Available Market)

The subset of that market realistically reachable, such as STEM students in English-speaking countries.

SOM (Serviceable Obtainable Market)

The actual share IN-V-BAT-AI might capture in the next 3-5 years, estimated at 1-5% of SAM.

Annual Recurring Revenue (ARR)

Definition

ARR is the predictable, recurring revenue a company expects to generate from subscriptions or contracts over a year. It excludes one-time payments, setup fees, or non-recurring revenue.

Formula

ARR = Monthly Recurring Revenue (MRR) x 12

Why ARR Matters

  • Shows stability and growth potential for investors.
  • Helps forecast future cash flow and plan resources.
  • Benchmarking tool against industry peers.

Example (IN-V-BAT-AI)

  • Subscription price: $30/year per user
  • Year 1 target: 10,000 users → ARR = $300,000
  • Year 3 target: 100,000 users → ARR = $3,000,000

ARR vs. Total Revenue

Metric Includes Excludes
ARR Subscription fees, recurring contracts One-time payments, consulting, hardware sales
Total Revenue All income sources →

MIPS MIPS - Maximum Inner Product Search

GRAC Governance, Risk, Audit, and Compliance.

ANN - Approximate Nearest Neighbor ANN Key points to remember. ANN is used for fast similarity search in high-dimensional spaces. Key algorithms include KD-trees, locality-sensitive hashing(LSH), and graph-based methods. ANN balances speed and accuracy, trading off exact results for efficiency. Common in AI, recommendation systems, and image recogtion. Works well big data applications with high-dimensional features. Enables real-time search for nearest neighbors in large datasets. Used in search engines, pattern recognition, and clustering tasks. Important for efficient machine learning model training. Helps in reducuing computational complexity. Improves performance for appplications needing quick retrieval.

Prefix for direction and position is trans- meaning across. Example transversal line.

Prefix for direction and position is supra- meaning above. Example supraharmonic.

Suffix for comparison or relative position is -ior meaning higher or better. Example Super-ior ; meaning younger or lower in rank. Example Jun-ior; meaning inside or within. Example inter-ior

Suffix to indicate pertaining to or relating to is -ar Example Circul-ar relating to circle ; Famili-ar pertaining to something well-known; Popul-ar associated with widespread approval.

Suffix to indicate a person who performs an action is -er Example Teach-er someone who teaches ; Write-er someone who writes; Bake-er someone who bakes. It turns verbs into nouns that describe someone who does the action.

Suffix to indicate a person who performs an action is -or Example Act-or someone who acts ; Doct-or someone who practices medicine; Invent-or someone who invent things.

Suffix to indicate a comparative adjectives is -er Example Fast-er more fast ; Strong-er more strong; Tall-er more tall.

Suffix to indicate pertaining to, connected with, or relating to something is -ary Example Libr-ary connected with books ; Secret-ary pertaining to a person who manages administrative tasks; Function-ary someone who performs a specific role or function; Budget- ary related to budget; Legend-ary connected to legends

Suffix to indicate pertaining to, connected with, or relating to something is -eal Example Perin-eal pertaining to the perineum (the area between the thighs) ; Esophag-eal related to esophagus; Glut-eal pertaining to the gluteus muscles.

Suffix to indicate pertaining to, connected with, or relating to something is -ic Example Atom-ic pertaining to the atom ; Genet-ic related to gene; Allerg-ic related to allergy.

Suffix to indicate pertaining to, connected with, or relating to something is -ine Example Fel-ine pertaining to cats ; Mar-ine connected to the sea.

Suffix to name sugars and carbohydrates is -ose Example Gluc-ose a simple sugar ; Fruct-ose a sugar found in fruits. ; Lact-ose a sugar found in milk.

Suffix to mean full of or abounding in is -ose Example Verb-ose meaning full of words, excessively wordy ; Mor-ose meaning full of gloom, sullen ; Grandi-ose meaning full of grandeur, exaggerated.

Suffix to mean full of, possessing, characterized by, or abounding in is -ous Example Joy-ous meaning full of joy ; Danger-ous meaning full of danger ; Fam-ous characterized by fame.

Suffix to mean relating to a process or state is -tic Example Symbio-tic relating to a mutually beneficial relationship ; Rus-tic having a rural or county like quality; Therapeu-tic pertaining to healing or treatment; Hap-tic related to the sense of touch.

Suffix to mean producing, yielding, or having a specific origin is -genous Example Endo-genous originating from within ; Exo-genous produced from outside; Teeri-genous derived from land; Ero-genous producing erotic sensation.

Suffix to mean producing, forming, or caused by is -genic Example Carcino-genic causing cancer ; Patho-genic producing disease; Photo-genic producing visually appealing.

Suffix to mean small or little is -ole Example Are-ole a small area or space ; Planet-oid a celetial body similar to a planet.

Suffix to mean resembling, like or having the form of is -oid Example Anthrop-oid resembling a human ; Planet-oid a celetial body similar to a planet.

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Copyright 2026
Never Forget Again with IN-V-BAT-AI
INVenting Brain Assistant Tools using Artificial Intelligence
(IN-V-BAT-AI)

Established 2009
Learners this year (as of 10/12/2026): 262,738
Representing 150 countries