Cinder Systems is a b2b saas company based in Chicago with roughly 1,187 employees.
Everything runs through the same audited services the workflows use
'Cinder Systems: Agent Reliability Platform' has had no activity for 14+ days.
ICP v1 · computed 19h ago · trigger: seed:post-enrichment
Scores 70/100; strong fit (35/35), technical (15/15); driven by AI/ML hiring surge, Funding round, Technology adoption. Weak on engagement.
Every enriched field records its provider, confidence and timestamp
| Field | Value | Source | Confidence |
|---|---|---|---|
| Industry | B2B SaaS | demo_firmographics | 68% |
| Employees | 1,187 | crm_import | 79% |
| Headcount growth (12m) | 19% | — | — |
| Segment | Enterprise | — | — |
| HQ | Chicago | crm_import | 93% |
| Region |
| NA |
| — |
| — |
| Funding stage | Series B | demo_webscan | 82% |
| Total funding | $156M | — | — |
| AI/ML team | 87 | demo_hiring | 69% |
| Open AI/ML roles | 21 | — | — |
| Tech stack | DatabricksDatadogLangChainPineconeSalesforceSegmentSnowflakeWeaviateZendesk | 80% | |
Why now
Technographic scan detected Pinecone in Cinder Systems's stack (DEMO).
Cinder Systems raised a $57M Series B led by Harbor Ridge Ventures (fictional investor, DEMO feed).
Job posting 'ML Platform Engineer (LLM Ops)' mentions evaluation and reliability of LLM systems (DEMO).
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
21 open AI/ML engineering roles, up 81% in 60 days (DEMO job-postings index).