Features

UltimateIntel connects business tools and offers natural-language queries and evidence-tiered explanations over available data.

Natural Language Queries Ask about supported business metrics in plain English. The query engine routes requests by complexity. Response time and coverage depend on the question, connected sources and available history; a request timeout is not a speed guarantee.

Cross-System Intelligence Connect supported SaaS tools such as Stripe, Salesforce and HubSpot to bring data into a shared warehouse. Cross-system analysis depends on the records, permissions and metrics available from those sources.

How It Works Under the Hood Connected source data is normalized into a warehouse for supported queries. Mapping, backfill and incremental sync depend on the adapter, source permissions and available history. Review sync status and coverage; recovery from authorization or schema errors may need your help.

Evidence-Tiered Explanations Tier 1 compares aligned metric series. Tier 2 compares detected shifts and their order. Conditional Tier 3 estimates differences against a baseline, with uncertainty and assumptions. Reporting-window boundaries are not verified interventions: these comparisons remain observational even when statistically significant. Missing history limits analysis; none of these tiers guarantees a business cause.

Morning Intelligence Briefs Start every day with personalized intelligence delivered via email, Slack, or in-app. Anomalies, trends, and recommended actions arrive before you even ask. Briefs are generated based on your role, the metrics you care about, and the systems you use most. Each brief includes priority-ranked items with evidence citations so you can drill into any finding.

Anomaly Detection Z-score analysis surfaces statistical outliers before they become problems. Revenue drops, churn signals, usage changes, and support volume spikes are caught at greater than 2.5 sigma. Severity-based alerting ensures critical anomalies reach you immediately while lower-severity findings are batched into your morning brief.

Autonomous Actions Draft emails, create tasks, update CRM records, send Slack messages, and set up alerts. All actions are supervised and require your approval before execution. The system suggests actions based on the intelligence it uncovers, but you always have the final say. This keeps humans in the loop while eliminating the manual effort of acting on insights.

Integration Architecture UltimateIntel is built as 16 Cloud Run microservices following a biological organism metaphor. Sensory services handle data ingestion. A nervous system built on Pub/Sub routes events. An immune system provides self-healing. The brain handles query routing and analysis. A muscular system executes approved actions. This architecture enables independent scaling, fault isolation, and rapid feature development.