{
  "title": "Mode VC daily AI raise read",
  "filing_date": "2026-10-20",
  "as_of": "2026-10-21",
  "generated_at": "2026-10-21T05:34:57.155Z",
  "source": "SEC EDGAR Form D (public), public web search for company sites, Mode VC Investor Atlas, SEC Form ADV",
  "source_urls": [
    "https://www.sec.gov/Archives/edgar/daily-index/2026/QTR4/form.20261020.idx",
    "https://modevc.com/data/sec/form_d/2026-10-20.json",
    "https://modevc.com/thesis"
  ],
  "coverage": {
    "filings_that_day": 206,
    "skipped_before_classification": {
      "amendment": 74,
      "excluded_industry_group": 28,
      "pooled_fund_not_single_company_or_ai_named": 35,
      "hedge_fund": 3,
      "duplicate_issuer": 5
    },
    "classified": 61,
    "not_run_because_of_limit": 0,
    "ai": 1,
    "unclear": 21,
    "not_ai": 17,
    "vehicles_not_identified": 22
  },
  "method": {
    "selection": "New Form D notices only (amendments skipped). Real estate, oil and gas and restaurant groups and hedge or real estate funds are excluded before any model call. Pooled funds are kept only when the name points at one company (SPV or series) or at AI, and are read only when that company has its own site; the rest are listed as vehicles not identified.",
    "evidence": "The filing fields plus up to three public web pages whose domain or title carries the issuer name (the company homepage is read when its domain is found). Results for other companies with similar names are dropped. For companies judged AI or unclear, the company site is read further: pricing, integrations or partners, customers or case studies, docs or developer, and product pages found through its own homepage links and sitemap (no guessed paths), plus a GitHub org it links to. Unclear companies are asked again with those pages.",
    "ai_gate": "An AI verdict also needs a sentence on the company's own site (its search result, homepage or a page read from it) that shows AI: the capitalised word AI or terms such as machine learning, LLM, generative, agentic, computer vision, autonomous or robotics. The company's own name or domain does not count (\"Nice Robotics\" alone is not the signal). Gated or preview profiles (PitchBook, Crunchbase, LinkedIn, ZoomInfo, CB Insights and similar) are never evidence; third-party pages may inform the model but cannot be the quote. Without such a sentence the company is unclear.",
    "classifier": "Jev free lane (scripts/lib/jev_client.mjs askJev, Groq first), each question asked twice with the options reversed, calls at least 2 s apart. Answers count only when both runs agree; otherwise unclear.",
    "levers": "Each lever is found (both runs say the evidence states it), evidence_says_no (both runs say the evidence shows it is not the case), runs_split (one run found it; not counted) or not_in_public_evidence. Only found levers score. Pricing model is recorded but the published rubric does not score it.",
    "score": "Distribution Moat rubric as published (get_distribution_moat_score): start at 2, +1.5 for a native integration, default or bundle, viral loop or network lock-in stated in the evidence, +1.0 for proprietary data, +0.5 for three or more levers, capped 1 to 5. 2.0 means no lever is stated in public evidence yet, not that the company lacks one.",
    "people": "Form D related persons joined to atlas partners. confirmed needs a second firm-specific signal; possible is a name match only and is not verified. Fund size is shown only from a confirmed Form ADV match."
  },
  "model_routes": {
    "tier_1_free_lpu": 84,
    "tier_1_free_clef": 4
  },
  "receipts_note": "Each judgment carries the state hash, model and route of both runs. Full prompts and answers are kept in the private receipt log.",
  "raises": [
    {
      "issuer": {
        "name": "Allstacks, Inc.",
        "cik": "0001796878",
        "city": "RALEIGH",
        "state": "NORTH CAROLINA",
        "year_of_inc": null
      },
      "role": "company",
      "target": null,
      "industry_group": "Other Technology",
      "fund_type": null,
      "amount_sold": 4049995,
      "total_offering_amount": 4049995,
      "offering_indefinite": false,
      "date_of_first_sale": "2026-03-10",
      "revenue_range": "Decline to Disclose",
      "filing": {
        "accession": "0001796878-26-000001",
        "form": "D",
        "filed": "2026-10-20",
        "source_url": "https://www.sec.gov/Archives/edgar/data/1796878/000179687826000001/primary_doc.xml",
        "filing_index_url": "https://www.sec.gov/Archives/edgar/data/1796878/000179687826000001/0001796878-26-000001-index.htm"
      },
      "ai": {
        "value": "ai",
        "stable": true,
        "run_a": {
          "choice": "ai",
          "order": "as written"
        },
        "run_b": {
          "choice": "ai",
          "order": "reversed"
        },
        "reason": null,
        "receipt": {
          "state_sha": "3933a07f2b276a4d",
          "model_a": "qwen/qwen3.8-27b",
          "route_a": "tier_1_free_lpu",
          "model_b": "qwen/qwen3.8-27b",
          "route_b": "tier_1_free_lpu"
        },
        "first_pass_before_site_pages": null,
        "own_site_quote": {
          "url": "https://www.allstacks.com/",
          "text": "Agentic Platform for Product Management and Software Development Allstacks The agentic platform for product and software development Purpose-built AI agents for product and development teams to plan, manage, measure, and optimize their soft"
        },
        "quote_gate": "passed"
      },
      "evidence": {
        "web_query": "Allstacks, Inc. company raleigh, north carolina",
        "web": [
          {
            "url": "https://www.allstacks.com/",
            "title": "Allstacks: Agentic Platform for Product Management and ...",
            "snippet": "Agentic Platform for Product Management and Software Development | Allstacks # The agentic platform for product and software development Purpose-built AI agents for product and development teams to plan, manage, measure, and optimize their software creation.",
            "kind": "company_site"
          },
          {
            "url": "https://allstacks.ai/contact",
            "title": "Allstacks | Contact Us",
            "snippet": "Allstacks | Contact Us Our team members may be sharp, but we don’t bite! Contact Allstacks with any questions you have about how our value stream intelligence software can help your software organization achieve its business goals. Phone Number (919-999-2745) (919) 999-2745 (919-999-2745) Address 311 South Harrington Street, Suite 200 Raleigh, NC 27603 Email info@allstacks.com",
            "kind": "company_site"
          }
        ],
        "gated_dropped": [
          "https://linkedin.com/company/allstacks"
        ],
        "web_note": null,
        "site_pages": {
          "site": "https://www.allstacks.com",
          "redirected_to": null,
          "checked_at": "2026-10-21T05:25:45.420Z",
          "homepage_status": 200,
          "homepage_rendered": false,
          "sitemap_checked": [
            "https://www.allstacks.com/robots.txt",
            "https://www.allstacks.com/sitemap.xml"
          ],
          "sitemap_urls": 361,
          "pages": [
            {
              "category": "pricing",
              "url": "https://www.allstacks.com/pricing",
              "found_via": "homepage_nav",
              "link_text": "Pricing",
              "fetched_via": "exa_contents",
              "status": null,
              "excerpt": "Allstacks Pricing | Sign Up for Product Studio Free Dedicated Customer Success Manager A dedicated Customer Success Manager to assist with implementation, account management, technical guidance, and proactive issue resolution. Add to Growth for 10% of contract value. Included in Enterprise. Onboardi"
            },
            {
              "category": "integrations",
              "url": "https://www.allstacks.com/integrations",
              "found_via": "homepage_nav",
              "link_text": "Integrations",
              "fetched_via": "exa_contents",
              "status": null,
              "excerpt": "Integrations | Connect Your Dev Tools | Allstacks # One picture of how your software actually gets built. Allstacks unifies the data across your tools, so every conversation, ticket, and commit feeds one shared view of delivery end-to-end. ## Trusted by / Planning & Project Management / ## Trace you"
            },
            {
              "category": "customers",
              "url": "https://www.allstacks.com/customer-stories",
              "found_via": "homepage_nav",
              "link_text": "Customer Stories",
              "fetched_via": "exa_contents",
              "status": null,
              "excerpt": "Customer Stories | Allstacks Product & Engineering Teams # Real impacts to teams building like yours. Purpose-built AI agents and real intelligence are replacing the guesswork for product and engineering teams. ## Drove massive productivity gains ShareFile cut cycle time 32% and PR response time 25%"
            },
            {
              "category": "docs",
              "url": "https://www.allstacks.com/webinar/developer-productivity",
              "found_via": "sitemap",
              "link_text": null,
              "fetched_via": "exa_contents",
              "status": null,
              "excerpt": "Developer Productivity | AI Guide for Execs | Allstacks # Developer Productivity & AI: What Every Executive Needs to Know What engineering and technology leaders really need to know about developer productivity in the era of AI tooling. Date July 30, 2025 Author Jeff Keyes Your submission has been r"
            },
            {
              "category": "product",
              "url": "https://allstacks.com/product-studio",
              "found_via": "homepage_nav",
              "link_text": "AI product management tool built",
              "fetched_via": "exa_contents",
              "status": null,
              "excerpt": "AI Product Management Tool | AI PRD Generator | Allstacks / Product Studio: AI PRD / # The AI product management tool for agentic development. You're burning tokens building the wrong things using vague requirements and vibe coding prompts. Product Studio is the AI product management tool for ideati"
            }
          ],
          "github": null,
          "not_found": [
            "github"
          ],
          "note": null
        },
        "filing_fields_used": [
          "issuer name",
          "industry group",
          "location",
          "year of incorporation",
          "amount sold",
          "revenue range"
        ]
      },
      "people": {
        "confirmed": [],
        "possible": [
          {
            "partner": "Alok Nandan",
            "title": "Co-founder & Managing Partner",
            "firm": "First Rays Venture Partners",
            "firm_slug": "first-rays-venture-partners",
            "profile_url": "https://modevc.com/investors/people/alok-nandan/",
            "firm_url": "https://modevc.com/investors/firm/first-rays-venture-partners/",
            "filing_role": "Director",
            "signals": [
              "name_only"
            ],
            "adv": null
          }
        ],
        "note": "possible = same name only, not verified"
      },
      "as_of": "2026-10-21",
      "source_urls": [
        "https://www.sec.gov/Archives/edgar/data/1796878/000179687826000001/primary_doc.xml",
        "https://www.sec.gov/Archives/edgar/data/1796878/000179687826000001/0001796878-26-000001-index.htm",
        "https://www.allstacks.com/",
        "https://allstacks.ai/contact",
        "https://www.allstacks.com/pricing",
        "https://www.allstacks.com/integrations",
        "https://www.allstacks.com/customer-stories",
        "https://www.allstacks.com/webinar/developer-productivity",
        "https://allstacks.com/product-studio"
      ],
      "rubric_inputs": {
        "answers": {
          "business_model": {
            "value": "B2B_SaaS",
            "stable": true,
            "run_a": {
              "choice": "B2B_SaaS",
              "order": "as written"
            },
            "run_b": {
              "choice": "B2B_SaaS",
              "order": "reversed"
            },
            "reason": null
          },
          "pricing_model": {
            "value": "seat_or_subscription",
            "stable": true,
            "run_a": {
              "choice": "seat_or_subscription",
              "order": "as written"
            },
            "run_b": {
              "choice": "seat_or_subscription",
              "order": "reversed"
            },
            "reason": null
          },
          "native_integration": {
            "value": "yes",
            "stable": true,
            "run_a": {
              "choice": "yes",
              "order": "as written"
            },
            "run_b": {
              "choice": "yes",
              "order": "reversed"
            },
            "reason": null
          },
          "system_default": {
            "value": "no",
            "stable": true,
            "run_a": {
              "choice": "no",
              "order": "as written"
            },
            "run_b": {
              "choice": "no",
              "order": "reversed"
            },
            "reason": null
          },
          "viral_loop": {
            "value": "unclear",
            "stable": true,
            "run_a": {
              "choice": "unclear",
              "order": "as written"
            },
            "run_b": {
              "choice": "unclear",
              "order": "reversed"
            },
            "reason": null
          },
          "network_lockin": {
            "value": "yes",
            "stable": true,
            "run_a": {
              "choice": "yes",
              "order": "as written"
            },
            "run_b": {
              "choice": "yes",
              "order": "reversed"
            },
            "reason": null
          },
          "proprietary_data": {
            "value": "unclear",
            "stable": false,
            "run_a": {
              "choice": "yes",
              "order": "as written"
            },
            "run_b": {
              "choice": "unclear",
              "order": "reversed"
            },
            "reason": "the two runs disagreed"
          }
        },
        "receipt": {
          "state_sha": "73c0a2a06fe9057c",
          "model_a": "DeepSeek-V4-Flash",
          "route_a": "tier_1_free_lpu",
          "model_b": "DeepSeek-V4-Flash",
          "route_b": "tier_1_free_lpu"
        },
        "channels_passed": [
          "native_integration",
          "network_lockin"
        ],
        "has_proprietary_data_or_network": false,
        "business_model": "B2B_SaaS",
        "pricing_model": "seat_or_subscription",
        "lever_status": {
          "native_integration": "found",
          "system_default": "evidence_says_no",
          "viral_loop": "not_in_public_evidence",
          "network_lockin": "found",
          "proprietary_data": "runs_split"
        }
      },
      "moat": {
        "score": 3.5,
        "max": 5,
        "verdict": "DEFENSIBLE_EMERGING",
        "thesis_alignment": "STRONG_FIT",
        "method": "Start at 2. +1.5 if any channel is a hardware bundle, network lock-in, viral loop, system default or native integration. +1.0 for proprietary data or network effects. +0.5 for three or more channels. Capped 1 to 5. business_model is not used.",
        "rubric_source": "https://modevc.com/thesis"
      },
      "evidence_strength": "company_site_pages",
      "reasoning": [
        "Counted as an AI company because both model runs agreed and its own site says so (https://www.allstacks.com/): \"Agentic Platform for Product Management and Software Development Allstacks The agentic platform for product and software development Purpose-built AI agents for...\".",
        "Company site pages read: pricing (https://www.allstacks.com/pricing), integrations or partners (https://www.allstacks.com/integrations), customers (https://www.allstacks.com/customer-stories), docs (https://www.allstacks.com/webinar/developer-productivity), product (https://allstacks.com/product-studio). Not linked from the site: GitHub.",
        "Read from the evidence: business software; seat or subscription pricing.",
        "Moat score 3.5 of 5: starts at 2.0, +1.5 because the evidence says it runs inside tools customers already use and gets more valuable as more users join.",
        "Evidence says no: a bundle or default.",
        "Not in public evidence (unknown, not absent): a viral loop.",
        "One run found evidence of proprietary data, the other did not, so it is not counted.",
        "Possible partner name match, not verified: Alok Nandan (First Rays Venture Partners)."
      ],
      "rank": 1
    }
  ],
  "unclear": [
    {
      "issuer": {
        "name": "Alchemy Cloud, Inc.",
        "cik": "0001704188",
        "city": "SAN FRANCISCO",
        "state": "CALIFORNIA",
        "year_of_inc": null
      },
      "role": "company",
      "target": null,
      "industry_group": "Other Technology",
      "amount_sold": 1000000,
      "filing": {
        "accession": "0001704188-26-000003",
        "form": "D",
        "filed": "2026-10-20",
        "source_url": "https://www.sec.gov/Archives/edgar/data/1704188/000170418826000003/primary_doc.xml",
        "filing_index_url": "https://www.sec.gov/Archives/edgar/data/1704188/000170418826000003/0001704188-26-000003-index.htm"
      },
      "ai": {
        "value": "unclear",
        "stable": true,
        "run_a": {
          "choice": "ai",
          "order": "as written"
        },
        "run_b": {
          "choice": "ai",
          "order": "reversed"
        },
        "reason": "no sentence on the company's own site shows AI",
        "receipt": {
          "state_sha": "70ceae154e49c48d",
          "model_a": "qwen/qwen3.8-27b",
          "route_a": "tier_1_free_lpu",
          "model_b": "qwen/qwen3.8-27b",
          "route_b": "tier_1_free_lpu"
        },
        "first_pass_before_site_pages": null,
        "own_site_quote": null,
        "quote_gate": "failed"
      },
      "evidence": {
        "web_query": "Alchemy Cloud, Inc. company san francisco, california",
        "web": [
          {
            "url": "https://www.alchemy.cloud/",
            "title": "Alchemy Cloud",
            "snippet": "Alchemy – AI-Powered LIMS & ELN for Applied Science Labs # Run a fully digital lab built on AI Alchemy’s lab automation and scientific AI solutions help chemists, material scientists and other technical personnel accelerate R&D, product development, testing, analysis, quality control and more. EXPLORE INDUSTRIES CASE Building Materials Food & Beverage Industrial Chemicals Energy Plastics & Packaging Personal Care ...",
            "kind": "profile_site"
          }
        ],
        "gated_dropped": [
          "https://linkedin.com/company/alchemycloud"
        ],
        "web_note": null,
        "site_pages": null,
        "filing_fields_used": [
          "issuer name",
          "industry group",
          "location",
          "year of incorporation",
          "amount sold",
          "revenue range"
        ]
      },
      "people": {
        "confirmed": [],
        "possible": [],
        "note": "possible = same name only, not verified"
      },
      "reasoning": [
        "Left as unclear: both runs said AI, but no sentence on the company's own site shows it. Third-party and gated profiles do not count."
      ],
      "source_urls": [
        "https://www.sec.gov/Archives/edgar/data/1704188/000170418826000003/primary_doc.xml",
        "https://www.sec.gov/Archives/edgar/data/1704188/000170418826000003/0001704188-26-000003-index.htm",
        "https://www.alchemy.cloud/"
      ]
    },
    {
      "issuer": {
        "name": "VeteranCrowd Rewards, Inc.",
        "cik": "0001960791",
        "city": "COBBS CREEK",
        "state": "VIRGINIA",
        "year_of_inc": null
      },
      "role": "company",
      "target": null,
      "industry_group": "Other Technology",
      "amount_sold": 80000,
      "filing": {
        "accession": "0001960791-26-000001",
        "form": "D",
        "filed": "2026-10-20",
        "source_url": "https://www.sec.gov/Archives/edgar/data/1960791/000196079126000001/primary_doc.xml",
        "filing_index_url": "https://www.sec.gov/Archives/edgar/data/1960791/000196079126000001/0001960791-26-000001-index.htm"
      },
      "ai": {
        "value": "unclear",
        "stable": true,
        "run_a": {
          "choice": "unclear",
          "order": "as written"
        },
        "run_b": {
          "choice": "unclear",
          "order": "reversed"
        },
        "reason": null,
        "receipt": {
          "state_sha": "a07d179003fa81c8",
          "model_a": "qwen/qwen3.8-27b",
          "route_a": "tier_1_free_lpu",
          "model_b": "qwen/qwen3.8-27b",
          "route_b": "tier_1_free_lpu"
        },
        "first_pass_before_site_pages": null,
        "own_site_quote": null,
        "quote_gate": null
      },
      "evidence": {
        "web_query": "VeteranCrowd Rewards, Inc. company cobbs creek, virginia",
        "web": [],
        "gated_dropped": [],
        "web_note": "no search result carried the issuer name; no web evidence used",
        "site_pages": null,
        "filing_fields_used": [
          "issuer name",
          "industry group",
          "location",
          "year of incorporation",
          "amount sold",
          "revenue range"
        ]
      },
      "people": {
        "confirmed": [],
        "possible": [],
        "note": "possible = same name only, not verified"
      },
      "reasoning": [
        "Left as unclear: both runs said the public evidence is too thin to tell; no public site matching the name was found."
      ],
      "source_urls": [
        "https://www.sec.gov/Archives/edgar/data/1960791/000196079126000001/primary_doc.xml",
        "https://www.sec.gov/Archives/edgar/data/1960791/000196079126000001/0001960791-26-000001-index.htm"
      ]
    },
    {
      "issuer": {
        "name": "Ascertain Systems, Inc.",
        "cik": "0002017592",
        "city": "NEW YORK",
        "state": "NEW YORK",
        "year_of_inc": "2024"
      },
      "role": "company",
      "target": null,
      "industry_group": "Other Technology",
      "amount_sold": 19999998,
      "filing": {
        "accession": "0002017592-26-000002",
        "form": "D",
        "filed": "2026-10-20",
        "source_url": "https://www.sec.gov/Archives/edgar/data/2017592/000201759226000002/primary_doc.xml",
        "filing_index_url": "https://www.sec.gov/Archives/edgar/data/2017592/000201759226000002/0002017592-26-000002-index.htm"
      },
      "ai": {
        "value": "unclear",
        "stable": false,
        "run_a": {
          "choice": "ai",
          "order": "as written"
        },
        "run_b": {
          "choice": "unclear",
          "order": "reversed"
        },
        "reason": "the two runs disagreed",
        "receipt": {
          "state_sha": "959cd394dc1ecd51",
          "model_a": "DeepSeek-V4-Flash",
          "route_a": "tier_1_free_lpu",
          "model_b": "DeepSeek-V4-Flash",
          "route_b": "tier_1_free_lpu"
        },
        "first_pass_before_site_pages": null,
        "own_site_quote": null,
        "quote_gate": null
      },
      "evidence": {
        "web_query": "Ascertain Systems, Inc. company new york, new york",
        "web": [
          {
            "url": "https://intel.bractonpartners.com/open/company/ascertain-systems-inc-0002017592",
            "title": "Ascertain Systems, Inc.: funding, filings and location · Bracton Intelligence",
            "snippet": "# Ascertain Systems, Inc. Other Technology · New York, New York Ascertain Systems, Inc. is a other technology company based in New York, New York, incorporated in 2024. It has reported $17.4 million raised across 2 Form D filings with the SEC, most recently in 2025. End-to-end care management, automated. Ascertain streamlines assessments, authorizations, and care plans, freeing clinicians, reducing admin hours, and e",
            "kind": "profile_site"
          }
        ],
        "gated_dropped": [],
        "web_note": null,
        "site_pages": null,
        "filing_fields_used": [
          "issuer name",
          "industry group",
          "location",
          "year of incorporation",
          "amount sold",
          "revenue range"
        ]
      },
      "people": {
        "confirmed": [],
        "possible": [],
        "note": "possible = same name only, not verified"
      },
      "reasoning": [
        "Left as unclear: the two runs disagreed."
      ],
      "source_urls": [
        "https://www.sec.gov/Archives/edgar/data/2017592/000201759226000002/primary_doc.xml",
        "https://www.sec.gov/Archives/edgar/data/2017592/000201759226000002/0002017592-26-000002-index.htm",
        "https://intel.bractonpartners.com/open/company/ascertain-systems-inc-0002017592"
      ]
    },
    {
      "issuer": {
        "name": "Nocturnal Inc.",
        "cik": "0002042126",
        "city": "CAMBRIDGE",
        "state": "MASSACHUSETTS",
        "year_of_inc": "2024"
      },
      "role": "company",
      "target": null,
      "industry_group": "Other Health Care",
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      "reason": "no company site found for \"GEC Bestway\""
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        "note": "possible = same name only, not verified"
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      "reason": "no company site found for \"Seraphim\""
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        "note": "possible = same name only, not verified"
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      "reason": "name does not point at one company"
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      "issuer": "HA-0729 Fund I, a series of Orange Collective Co-Invest, LP",
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        "note": "possible = same name only, not verified"
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      "reason": "no company site found for \"HA-0729\""
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    {
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      "people": {
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        "note": "possible = same name only, not verified"
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      "reason": "no company site found for \"GE-0908\""
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            "adv": null
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        "note": "possible = same name only, not verified"
      },
      "reason": "name does not point at one company"
    },
    {
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}
