General Robotics

Software Infrastructure

Physical AI robotics platforms: MatMamba, AirGen, GRID Enterprise for manufacturing and logistics deployment

sources 1 record source · provenance backfill in progress last checked 4 May 2026 next review due 2 Aug 2026 Suggest a correction

Highlights

1 fact

Tracked signals (12mo) 18
confidence not yet assessed as of 15 Apr 2026
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Tracked signals (12mo): 18. robotics.press Directory. As of 2026-04-15; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:signal_count

BibTeX

@misc{robotics_press_general-robotics_signal_count,
  author = {{robotics.press}},
  title = {General Robotics — Tracked signals (12mo)},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:signal_count},
  note = {As of 2026-04-15; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:signal_count",
  "type": "webpage",
  "title": "General Robotics — Tracked signals (12mo)",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:signal_count",
  "issued": {
    "date-parts": [
      [
        2026,
        4,
        15
      ]
    ]
  },
  "note": "As of 2026-04-15; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}

What they do

7 products

ProductLaunchEnvironmentStatusCitation
AirGen 2025 Aerial PROTOTYPE
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Product: AirGen. robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:product:airgen

BibTeX

@misc{robotics_press_general-robotics_product_airgen,
  author = {{robotics.press}},
  title = {General Robotics — Product},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:product:airgen},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:product:airgen",
  "type": "webpage",
  "title": "General Robotics — Product",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:product:airgen",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
GRID (General Robot Intelligence Development) 2023 Indoor LIMITED
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Product: GRID (General Robot Intelligence Development). robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:product:grid-general-robot-intelligence-development

BibTeX

@misc{robotics_press_general-robotics_product_grid-general-robot-intelligence-development,
  author = {{robotics.press}},
  title = {General Robotics — Product},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:product:grid-general-robot-intelligence-development},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:product:grid-general-robot-intelligence-development",
  "type": "webpage",
  "title": "General Robotics — Product",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:product:grid-general-robot-intelligence-development",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
GRID Enterprise 2024 Indoor LIMITED
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Product: GRID Enterprise. robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:product:grid-enterprise

BibTeX

@misc{robotics_press_general-robotics_product_grid-enterprise,
  author = {{robotics.press}},
  title = {General Robotics — Product},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:product:grid-enterprise},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:product:grid-enterprise",
  "type": "webpage",
  "title": "General Robotics — Product",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:product:grid-enterprise",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
MatMamba 2024 — PROTOTYPE
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Product: MatMamba. robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:product:matmamba

BibTeX

@misc{robotics_press_general-robotics_product_matmamba,
  author = {{robotics.press}},
  title = {General Robotics — Product},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:product:matmamba},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:product:matmamba",
  "type": "webpage",
  "title": "General Robotics — Product",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:product:matmamba",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
PACT (Perception-Action Causal Transformer) 2022 — PROTOTYPE
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Product: PACT (Perception-Action Causal Transformer). robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:product:pact-perception-action-causal-transformer

BibTeX

@misc{robotics_press_general-robotics_product_pact-perception-action-causal-transformer,
  author = {{robotics.press}},
  title = {General Robotics — Product},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:product:pact-perception-action-causal-transformer},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:product:pact-perception-action-causal-transformer",
  "type": "webpage",
  "title": "General Robotics — Product",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:product:pact-perception-action-causal-transformer",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
SMART 2024 — PROTOTYPE
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Product: SMART. robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:product:smart

BibTeX

@misc{robotics_press_general-robotics_product_smart,
  author = {{robotics.press}},
  title = {General Robotics — Product},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:product:smart},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:product:smart",
  "type": "webpage",
  "title": "General Robotics — Product",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:product:smart",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
STLCG++ (Differentiable Temporal Logic) 2025 — PROTOTYPE
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Product: STLCG++ (Differentiable Temporal Logic). robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:product:stlcg-differentiable-temporal-logic

BibTeX

@misc{robotics_press_general-robotics_product_stlcg-differentiable-temporal-logic,
  author = {{robotics.press}},
  title = {General Robotics — Product},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:product:stlcg-differentiable-temporal-logic},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:product:stlcg-differentiable-temporal-logic",
  "type": "webpage",
  "title": "General Robotics — Product",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:product:stlcg-differentiable-temporal-logic",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}

Scale & activity

3 deals · 18 signals

18 tracked signals ▁▁█ latest 15 Apr 2026
DateDealValue / typeEvidenceCitation
15 Apr 2026 Accenture Strategic Investment in General Robotics FUNDING source ↗
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — FUNDING: Accenture Strategic Investment in General Robotics. robotics.press Directory. As of 2026-04-15; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:deal:2026-04-15-funding

BibTeX

@misc{robotics_press_general-robotics_deal_2026-04-15-funding,
  author = {{robotics.press}},
  title = {General Robotics — FUNDING},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:deal:2026-04-15-funding},
  note = {As of 2026-04-15; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:deal:2026-04-15-funding",
  "type": "webpage",
  "title": "General Robotics — FUNDING",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:deal:2026-04-15-funding",
  "issued": {
    "date-parts": [
      [
        2026,
        4,
        15
      ]
    ]
  },
  "note": "As of 2026-04-15; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
13 Dec 2025 Microsoft for Startups Pegasus Program Participation PARTNERSHIP —
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — PARTNERSHIP: Microsoft for Startups Pegasus Program Participation. robotics.press Directory. As of 2025-12-13; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:deal:2025-12-13-partnership

BibTeX

@misc{robotics_press_general-robotics_deal_2025-12-13-partnership,
  author = {{robotics.press}},
  title = {General Robotics — PARTNERSHIP},
  howpublished = {robotics.press Directory},
  year = {2025},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:deal:2025-12-13-partnership},
  note = {As of 2025-12-13; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:deal:2025-12-13-partnership",
  "type": "webpage",
  "title": "General Robotics — PARTNERSHIP",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:deal:2025-12-13-partnership",
  "issued": {
    "date-parts": [
      [
        2025,
        12,
        13
      ]
    ]
  },
  "note": "As of 2025-12-13; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
1 Feb 2023 Trossen Robotics AI Integration Partnership PARTNERSHIP —
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — PARTNERSHIP: Trossen Robotics AI Integration Partnership. robotics.press Directory. As of 2023-02-01; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:deal:2023-02-01-partnership

BibTeX

@misc{robotics_press_general-robotics_deal_2023-02-01-partnership,
  author = {{robotics.press}},
  title = {General Robotics — PARTNERSHIP},
  howpublished = {robotics.press Directory},
  year = {2023},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:deal:2023-02-01-partnership},
  note = {As of 2023-02-01; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:deal:2023-02-01-partnership",
  "type": "webpage",
  "title": "General Robotics — PARTNERSHIP",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:deal:2023-02-01-partnership",
  "issued": {
    "date-parts": [
      [
        2023,
        2,
        1
      ]
    ]
  },
  "note": "As of 2023-02-01; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}

Deployment sites: searched, not found. We searched the available record and found no published evidence.

Network

4 people

PersonRoleCitation
Ashish Kapoor CEO and Co-founder
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Person: Ashish Kapoor — CEO and Co-founder. robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:person:ashish-kapoor

BibTeX

@misc{robotics_press_general-robotics_person_ashish-kapoor,
  author = {{robotics.press}},
  title = {General Robotics — Person},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:person:ashish-kapoor},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:person:ashish-kapoor",
  "type": "webpage",
  "title": "General Robotics — Person",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:person:ashish-kapoor",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
Dinesh Narayanan Co-founder
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Person: Dinesh Narayanan — Co-founder. robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:person:dinesh-narayanan

BibTeX

@misc{robotics_press_general-robotics_person_dinesh-narayanan,
  author = {{robotics.press}},
  title = {General Robotics — Person},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:person:dinesh-narayanan},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:person:dinesh-narayanan",
  "type": "webpage",
  "title": "General Robotics — Person",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:person:dinesh-narayanan",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
Sai Vemprala Co-founder
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Person: Sai Vemprala — Co-founder. robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:person:sai-vemprala

BibTeX

@misc{robotics_press_general-robotics_person_sai-vemprala,
  author = {{robotics.press}},
  title = {General Robotics — Person},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:person:sai-vemprala},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:person:sai-vemprala",
  "type": "webpage",
  "title": "General Robotics — Person",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:person:sai-vemprala",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}
Shuhang C Co-founder
CITE

As of dataset rp-dir-2026-07-15

Plain text

General Robotics — Person: Shuhang C — Co-founder. robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/#fact:general-robotics:person:shuhang-c

BibTeX

@misc{robotics_press_general-robotics_person_shuhang-c,
  author = {{robotics.press}},
  title = {General Robotics — Person},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/#fact:general-robotics:person:shuhang-c},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "fact:general-robotics:person:shuhang-c",
  "type": "webpage",
  "title": "General Robotics — Person",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/#fact:general-robotics:person:shuhang-c",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}

Competitors: searched, not found. We searched the available record and found no published evidence.

Analysis

Research Report: General Robotics

quick report · 15 Apr 2026 · 15 sources · 2,509 words

General Robotics is an early-stage software company founded in 2023 that develops the GRID platform for composing, training, and deploying robot skills across different robot types. The report covers the company's technology capabilities, market positioning, leadership background, and recent enterprise investments, while examining its competitive landscape in the robotics software sector.

What the full report unlocks
  • Research methods and evidence notes
  • Market implications and peer comparison
  • Risk register and source appendix
Unlock the full report →

Sources

Searched, not found

  • competitors
  • deployment sites
Cite this dossier

As of dataset rp-dir-2026-07-15

Plain text

General Robotics company dossier. robotics.press Directory. As of 2026-07-23; dataset rp-dir-2026-07-15. https://robotics.press/company/general-robotics/

BibTeX

@misc{robotics_press_general-robotics_dossier,
  author = {{robotics.press}},
  title = {General Robotics company dossier},
  howpublished = {robotics.press Directory},
  year = {2026},
  url = {https://robotics.press/company/general-robotics/},
  note = {As of 2026-07-23; dataset rp-dir-2026-07-15}
}

CSL JSON

{
  "id": "robotics-press-general-robotics",
  "type": "webpage",
  "title": "General Robotics company dossier",
  "author": [
    {
      "literal": "robotics.press"
    }
  ],
  "publisher": "robotics.press Directory",
  "URL": "https://robotics.press/company/general-robotics/",
  "issued": {
    "date-parts": [
      [
        2026,
        7,
        23
      ]
    ]
  },
  "note": "As of 2026-07-23; dataset rp-dir-2026-07-15",
  "dataset-release": "rp-dir-2026-07-15"
}

Dataset rp-dir-2026-07-15 · schema 1.0.0 · data changed 23 Jul 2026

People4

Named individuals associated with this company.

  • Ashish KapoorCEO and Co-founder
  • Dinesh NarayananCo-founder
  • Sai VempralaCo-founder
  • Shuhang CCo-founder

Deals & events3

Funding, contracts, partnerships and acquisitions on record.

Signals1

Collected mentions that contributed to this profile.

  • —