Development Log
Every update to our AI approach and user experience, in one place. We ship continuously — here's what's changed and why.
Leviathan now remembers how you think. When you correct an insight, adjust a weighting, or prefer one framing over another, the AI internalizes it. Over time, every brief, every study, every recommendation reflects your analytical style — not a generic model. This is a fundamental shift from "AI that answers questions" to "AI that thinks the way your best analyst does."
Type a question like "What drove the margin decline in Q4?" and receive a multi-section narrative report with inline charts, data source attribution, and recommended actions. No query builder, no dashboard configuration. The report is structured for executive consumption — not a spreadsheet dump.
The new Share modal lets you send analyses directly to colleagues with a personalized message. Recipients get a link and context about what they're looking at — no more "here's a link, figure it out." Supports rich text formatting and multiple recipients.
Leviathan now understands data consent boundaries. When processing personal data, the AI respects per-category consent flags and automatically excludes non-consented data from analyses. Your intelligence pipeline stays compliant without manual data filtering.
When your ERP says revenue is $42M and your CRM says $44M, most tools show both numbers. Leviathan traces each figure to its source, identifies the methodological difference (accrual vs. cash basis, date cutoff, entity scope), and produces a reconciled view with full provenance. Executives see one number — with a click-through audit trail explaining exactly why.
We redesigned the brief format around how C-suite leaders actually consume information. Each brief opens with the three things that demand attention right now, followed by trend context, and closes with specific recommended actions. No scrolling through dashboards. No interpreting charts. The insight is the interface.
Configure webhook endpoints to receive real-time notifications when studies complete, briefs are generated, or anomalies are detected. Pipe Leviathan intelligence into Slack, Teams, or any internal system. Signed payloads with HMAC verification so you can trust every event.
Dashboards answer questions you already know to ask. The study engine answers questions you didn't know existed. It autonomously scans your entire data estate — reconnaissance, entity profiling, KPI discovery, trend computation, executive synthesis — and surfaces what actually matters. The biggest strategic risks are the ones nobody is looking at.
Every analysis is now automatically versioned. Compare this quarter's study against last quarter's, see exactly what changed, and understand whether a trend is new or persistent. No more recreating historical views from memory.
Leviathan now automatically resolves entity identity across data sources. When "Acme Corp" in your CRM is "ACME CORPORATION" in your ERP and "Acme" in your billing system, the AI recognizes they're the same entity and builds a unified record. No manual mapping tables required.