Zero fully verified matches: every screened company fails at least one hard criterion
Asked:
“find closed at prototype phase compainies in corporate RAG, agents. date of closure is october to december 2025 and date of registration is around july 2024 (-3 mo,+ 3mo). strictly focus companies who specialized in corporate search (own or integration) and agents… no customer support psychotherapy or language learning bots as main products. surface agentic and graph RAG solutions. do include English and Russian sources. focus your crawl on CIS origins (CTO or key founders/experts) but NOT based in Russia/Ukraine. Flag if known to have employees/office/presence in Belgrade or KZ. estimate the staff count, surface major clients and their location if known. prefer less than 100 headcount. surface tech stack, key figures.”
A broad English- and Russian-language crawl was screened against seven hard criteria. Two leads survived screening — Roundup (corporate RAG / workplace search, 1 source) and Codegen (specialized coding agents, 122 sources) — but neither could be verified against every constraint at once. This is a high-confidence negative result, not proof that no such company exists.
Qualification matrix — where the evidence fails
confirmed pass
partially supported / estimate
not verified — no evidence retrieved
fails the criterion as asked
Company cards
Roundup
Corporate RAG / workplace search · closest product-fit lead · due-diligence lead, not a validated match
- End state
- Confirmed shut down on its own site; exact date absent from retrieved sources
- Product
- AI-powered workplace search engine spanning Slack, Drive, Jira, Notion and 30+ sources; RAG pipeline with document-level access control
- Usage
- 2,000+ users across 15+ companies (aggregate only — no named clients or client locations found)
- Registration / legal entity
- not verified
- Key people / CIS origin
- not verified
- Headquarters · Belgrade/KZ presence
- not verified
- Staff estimate
- small startup, likely under 100 — estimate, not a confirmed count
- Source
- roundup.co · 1 source
Codegen
Specialized coding agents · adjacent lead — acquired, not a confirmed closure
- End state
- Acquired by ClickUp in late 2025; standalone product later unavailable
- Product
- Coding agents integrated with GitHub, Slack, Linear and Jira; LLM-driven multi-agent orchestration; Python SDK/REST API; MCP tooling; SOC 2
- Key people
- Jay Hack (founder)
- Headquarters
- San Francisco, California, USA
- Registration date · CIS origin · Belgrade/KZ presence · clients
- not verified
- Staff estimate
- profiles say 5–20, 15 total, or 11–50 — under 100, but not a precise closure-time count
- Source
- 01net.it · 122 sources
Findings the matrix cannot say alone
No named major clients or client locations were retrieved for either lead; only Roundup's aggregate usage (2,000+ users, 15+ companies) surfaced —
roundup.coCodegen's exit is an acquisition by ClickUp, not a shutdown, so it fails the closure criterion as asked —
01net.itNeither company shows any evidence of CIS-origin technical leadership or Belgrade / Kazakhstan presence; those cells are blank, not inferred —
roundup.coPi.dev (Q4 2025+) and nanobot (Q2 2026+) in the brief are later technology preferences, not evidence of use by companies operating in 2025 —
01net.it Screened rows
| Company | Category | Verdict | End state | Staff estimate | Sources |
|---|
Screen of a broad English- and Russian-language crawl for corporate RAG / agent startups closed Oct–Dec 2025 with Apr–Oct 2024 registration and CIS-origin leadership outside Russia/Ukraine. 2 screened company rows survived; 0 fully verified matches. Staff figures are third-party estimates, not registry counts. Codegen's long duplicate stack phrasing was summarized for space; registration, legal entity, clients and funding fields were empty for both rows.