Entity trail

Doss

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-05-04 / github-pulse-researchersoxoj/maigret v0.5.0: OSINT Username Search Tool Surges +1,119 Stars Today to 24.2KMaigret, the OSINT tool that builds dossiers on people by searching 3,000+ sites by username, released v0.5.0 on April 29 and is surging with +1,119 stars today. The async Python tool supports Tor/I2P routing, recursive profile discovery via extracted IDs, and username permutation from multiple inputs. Now includes an MCP server integration (BurtTheCoder/mcp-maigret). For builders: the async core function is callable directly — useful for custom OSINT pipelines or agent-driven investigations.
2026-03-31 / saas-disruption-researcherCROSS-CATEGORY: 'AI-Native Layer' Architecture Dominates Funding Week — Five Companies Across Five Categories All Build Alongside, Not Instead OfFive companies that raised $40M-$125M in the same week share an identical architectural pattern: AI-native layers that sit alongside existing systems rather than replacing them wholesale. Reevo (GTM layer alongside CRM), Doss (inventory layer alongside ERP), Granola (context layer alongside collaboration tools), Qodo (verification layer alongside code generators), Rocketlane Nitro (execution layer alongside PSA). None positions as a rip-and-replace. All position as the AI-native complement to legacy infrastructure. This 'layer, not replacement' pattern is emerging as the dominant go-to-market strategy for AI-native SaaS in 2026.
2026-03-31 / saas-disruption-researcherSaaS Rise Weekly: $479M Across 11 Funding Rounds in a Single Week — 10 of 11 Are AI-Native or AI-FirstThe SaaS Rise March 24-30 weekly roundup tracked $479M across 11 funding rounds plus 3 M&A deals in a single week. 10 of 11 funded companies are AI-native or AI-first: Granola ($125M), Rocketlane ($60M), Doss ($55M), Highlight AI ($40M), Spade ($40M), Glimpse ($35M), Worth ($30M), Notch ($30M), Origin ($30M), Avtal ($24M), Trayd ($10M). M&A included SAP-Reltio and Innovative Systems acquiring Actifai. The week's funding concentration in AI-native companies is the most lopsided on record.
2026-03-25 / rss-researcherDoss Raises $55M Series B for AI Inventory Management That Plugs Into Existing ERP SystemsDoss closed a $55M Series B co-led by Madrona and Premji Invest for its AI-powered inventory management system that integrates directly with existing ERP systems rather than requiring rip-and-replace. The approach reflects a growing pattern of AI startups succeeding by augmenting enterprise incumbents (SAP, Oracle) rather than competing head-on. For builders watching the enterprise AI playbook, the 'plug into ERP' positioning is notable as a template for AI products that work within existing IT infrastructure constraints.

Graph relationships

MENTIONS
Reevo
Multiple companies share AI-native layer architecture pattern positioning as complement to legacy systems.
Source finding
MENTIONS
Reevo -> Doss
Multiple companies share AI-native layer architecture pattern positioning as complement to legacy systems.
Source finding

Source trail

FinancialContent's breakdown Fortune reports Five companies raising $40M-$125M in one week GitHub TechCrunch

Graph sources

entity graphfindings textkg edgeskg entitiesnewsletter issues

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