MAYACHITRA, INC.

Software · Private

Uncertainty-quantified neural network system for object detection and grouping using Bayesian variational inference and neural message passing

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Updated Oct 23, 2026

Sector: Software
Total capital: $18.3M

Federal grants: $3.3M; 5 awards · 2014–2026; Rank in peer group#14 of 30
Private capital raised: None on recordNo Form D filings on SEC EDGAR. Some raises are not filed.
Federal contracts: $15M; 23 awards · Defense; Rank in Software#7 of 4096
Granted patents: 9; 3 pending · first 2022; Rank in peer group#3 of 30

Capital timeline

Latest events

Feb 2026Federal grantDefense · Phase II · Research And Development$1M
Feb 2026Federal contractDefense · Research And Development$1M
Dec 2024Federal contractDefense · STTR I - Guardian: Generating Understanding And Accountability In Robust Detection With Directed Energy Insights And Analysis Of Neural Collapse$180K
Dec 2024Federal grantDefense · Phase I · STTR I - Guardian: Generating Understanding And Accountability In Robust Detection With Directed Energy Insights And Analysis Of Neural Collapse$180K
Nov 2021Federal contractDefense · Research And Development$1.7M
Aug 2020Federal contractDefense · Research And Development$239K
Oct 2019Federal contractDefense · Progress Report$140K

Show 21 earlier federal awards

Sep 2018Federal grantDefense · Phase I · Improving Uncertainty Estimation with Neural Graphical Models$100K
Mar 2018Federal contractDefense · SBIR Phase II.5, Topic N14A-T008, Research And Development Igf::ot::igf$3.6M
Sep 2017Federal contractDefense · Igf::ot::igf SBIR 2 N161-013$333K
Nov 2016Federal grantDefense · Phase II · Orthogonal Approach to Malware Detection and Classification$2M
Jun 2016Federal contractDefense · Igf::ot::igf; SBIR Phase 1 N161-013 Interactive, Automated Image Pair Registration With Error Analysis$150K
May 2016Federal contractDefense · Igf::ot::igf Integrated Statistical And Semantic Analysis For Image Foren$1.2M
Nov 2015Federal contractDefense · STTR Ph II Research And Development Igf::ot::igf$999K
Sep 2015Federal contractDefense · Igf::cl::igf Active Learning Based Scalable Representations For Event Understanding In Video$1.2M
Jul 2015Federal contractDefense · Igf::ct::igf SBIRSOL2015.1$150K
Oct 2014Federal grantDefense · Phase I · Analyst-centric multimedia analysis scattered system (AMASS)$80K
Sep 2014Federal contractDefense · N14A-T008$150K
Sep 2013Federal contractDefense · Igf::ot::igf STTR Phase II Research And Development$748K
May 2013Federal contractDefense · Igf::cl::igf, Automatic Scene Understanding And Labeling$666K
Jun 2012Federal contractDefense · Research And Development In The Physical, Engineering, And Life Sciences (except Biotechnology)$150K
Dec 2010Federal contractDefense · Research And Development In The Physical, Engineering, And Life Sciences (except Biotechnology)$100K
Oct 2010Federal contractDefense · Darpa SBIR Phase II$750K
Aug 2010Federal contractDefense · Darpa SBIR Phase II "visearch: An Interactive Search And Retrieval Tool..."$750K
Mar 2009Federal contractDefense · Research And Development In The Physical, Engineering, And Life Sciences (except Biotechnology)$445K
Jan 2009Federal contractDefense · Darpa SBIR Ph I$99K
Sep 2008Federal contractDefense · STTR Phase I$99K
Jun 2007Federal contractDefense · Research And Development In The Physical, Engineering, And Life Sciences$100K

Node area is scaled to amount. Form D reports securities sold, which can differ from an announced round; filings are numbered in the order they were made.

Standing among 30 peers

Line = median

Software

Federal grants#14 · top 47%
Granted patents#3 · top 10%
Linked publications#1 · top 3%

Cumulative measures favor older companies. Rankings describe position today, not outcome. Below the median, ranks show as a band rather than a number.

Founders and team

No founders are linked to this company yet.

Founders appear once a person is matched to the company through its own patents, grants or filings. We never infer people from social profiles.

Checked: USPTO inventors; federal award principal investigators; SEC Form D related persons · Oct 23, 2026

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What it has protected

USPTO · 9 granted of 12

Feb 3, 2026GrantedControlled Image Manipulations Using Semantic LabelsUSPTOUS 12,541,968
Jul 15, 2025GrantedMalware Classification And Detection Using Audio And Image DescriptorsUSPTOUS 12,361,129
Jun 26, 2025PendingMalware Detection Using Frequency Domain-based Image Visualization And Deep LearningUSPTOApplication 19076316

Show all 12 patent records

Controlled Image Manipulations Using Semantic LabelsFeb 3, 2026 · US 12,541,968Granted
Malware Classification And Detection Using Audio And Image DescriptorsJul 15, 2025 · US 12,361,129Granted
Malware Detection Using Frequency Domain-based Image Visualization And Deep LearningJun 26, 2025 · Application 19076316Pending
Malware Detection Using Frequency Domain-based Image Visualization And Deep LearningApr 8, 2025 · US 12,273,374Granted
Detecting Digital Human Face Image ManipulationsFeb 18, 2025 · US 12,229,686Granted
Rational Polynomial Coefficient Based Metadata VerificationOct 24, 2024 · Application 18385699Pending
Deep Learning Methods For Event Verification And Image Re-purposing DetectionDec 26, 2023 · US 11,854,113Granted
Rational Polynomial Coefficient Based Metadata VerificationDec 12, 2023 · US 11,842,471Granted
Detecting Digital Image ManipulationsDec 5, 2023 · US 11,836,634Granted
Detecting Digital Image ManipulationsAug 30, 2022 · US 11,429,812Granted
Malware Classification And Detection Using Audio DescriptorsFeb 8, 2022 · US 11,244,050Granted
Controlled Image Manipulations Using Semantic LabelsApplication 63354884Pending

Recent research by its founders

PAMDAC: Platform-Agnostic Malware Detection and Classification Based on Binary Features20260 cites
CIMGEN: Controlled Satellite Image Manipulation by Finetuning Pretrained Generative Models on Limited Data20244 cites
CIMGEN: Controlled Image Manipulation by Finetuning Pretrained Generative Models on Limited Data20240 cites

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Sources

Federal grants from SBIR/STTR, NIH, NSF and DoD records. Federal contracts from USAspending.gov. Private capital from SEC Form D. Patents from USPTO. Publications from OpenAlex. Regulatory activity from the Federal Register. Press matched on company name.

How to read this page

Figures show associations in public records, not causes or predictions. Nothing here is investment advice. An em-dash means no record was found under this company's name, not that none exists.

Data freshness

SEC Form D filings through Oct 23, 2026. SBIR and STTR awards through Oct 21, 2026.