Skip to contentDEMOSynthetic demo dataCRM simulatedAI deterministic demo modeNo external messages are ever sent
Accounts / Ember Analytics
P8Monitor
Low fit or intent; no action recommended.
53/ 100C
Scores 53/100; strong fit (27/35), technical (12.6/15); driven by AI/ML hiring surge, Executive hire, Expansion. Weak on intent, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Developer Tools | demo_webscan | 88% |
| Employees | 812 | crm_import | 84% |
| Headcount growth (12m) | 53% | — | — |
| Segment | Enterprise | — | — |
| HQ | Mexico City | demo_webscan | 83% |
/ 15
Developer Tools is a core ICP industry.
Company size12 / 12812 employees is inside the sweet spot (250–5,000).Geography0 / 8Region LATAM is not currently served.Intent
- AI/ML hiring surge6.2 / 104 open AI/ML roles, observed 8 days ago. Confidence 90%, strength 0.67 (typical 0.85), 45-day half-life → 62% of 10 pts.
Timing
- Executive hire2.3 / 5Hired Isabel Garcia as CTO, observed 113 days ago. Confidence 88%, strength 0.75 (typical 0.75), 120-day half-life → 46% of 5 pts.
- Headcount growth3 / 3Headcount grew 53% in 12 months: rapid scaling.
- Expansion1.5 / 2Opened São Paulo office, observed 7 days ago. Confidence 80%, strength 0.50 (typical 0.50), 120-day half-life → 77% of 2 pts.
Technical
- AI/ML team3.6 / 6AI/ML org of ~36 engineers: meaningful but still growing.
- LLM stack6 / 6Runs 5 LLM-stack technologies: Anthropic, MLflow, OpenAI, Pinecone, Weights & Biases.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Kafka, Snowflake, Terraform, Vertex AI.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
| Funding stage | Series C | crm_import | 91% |
| AI/ML team | 36 | demo_hiring | 91% |
| Tech stack | AWS SageMakerAnthropicGitHub ActionsKafkaLangSmithMLflowOpenAIPineconeSnowflakeStripeTerraformVertex AIWeights & BiasesZendesk | 68% |
Last enriched — · record source demo_seed:crm_backfill
ExpansionOpened São Paulo office8d ago
Ember Analytics announced a new office in São Paulo (DEMO).
demo_signal_feed · confidence 80% · strength 0.50 · demo
AI Hiring Surge4 open AI/ML roles9d ago
4 open AI/ML engineering roles, up 149% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.67 · demo
Executive HireHired Isabel Garcia as CTOJun 27, 2026
Isabel Garcia joined Ember Analytics as CTO (DEMO people-movement feed).
demo_signal_feed · confidence 88% · strength 0.75 · demo