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 Every connected data source feeds into a unified warehouse on Google BigQuery. Schema mapping happens automatically using AI-driven field matching. Incremental syncs maintain freshness while minimizing API calls. A self-healing immune system monitors every connection for auth failures, rate limits, schema changes, and outages, repairing issues automatically before they affect your data.

Evidence-Tiered Explanations Tier 1 compares date-aligned series using Pearson correlation. Tier 2 uses PELT changepoint detection and compares the order of metric shifts; temporal precedence is not proof of causation. Tier 3 is conditional on enablement and sufficient data. It uses difference-in-differences and can use an optional interrupted time-series estimator. Tier 3 reports an evidence label based on statistical checks, subject to assumptions. Missing target metric history produces an insufficient-data response. Graph discovery is not connected to customer-facing explanations.

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.

Coming Soon We are actively developing additional features including custom connector synthesis from any API documentation, an MCP server for AI agent access, executive briefing templates, and expanded anomaly detection with predictive alerting. Join the waitlist to be among the first to access new capabilities as they ship.