Vision™ generates meaningful insights from a URL alone. When you're ready, integrations unlock deeper analysis by pulling schemas, event metadata, and lineage—not raw PII—so you accelerate without increasing risk.
Every integration is built on the same foundation: extract the minimum signal needed for maximum insight—and make the process fully auditable.
We pull schemas, topology, and operational signals—never raw PII. Content and sensitive fields are gated behind explicit consent and role permissions.
Every data access is logged by tenant, role, time, and purpose. You always know exactly what Vision touched and why.
Connectors are scoped to the minimum permissions required. Read-only by default. No write access unless you explicitly grant it.
Integrations feed live monitoring, drift detection, and ROI calibration—so insights sharpen as real metrics move.
Schema signals, not raw PII
Pull in table structures, column metadata, and lineage signals to accelerate governance mapping and uncover hidden dependencies across your data estate.
Schema + table metadata with lineage-ready extraction.
Dataset/table metadata, access patterns, and cost signals.
Schema introspection, entity discovery, and relationship mapping.
Lakehouse metadata and Unity Catalog lineage.
Cluster schemas and query-pattern telemetry.
Table structures and foreign-key graph extraction.
Quantify constraints and leakage
Connect commercial systems to reveal pipeline bottlenecks, revenue-operations friction, lifecycle gaps, and hidden leakage across the customer journey.
Billing signals, subscription telemetry, and revenue ops.
Pipeline stages, lifecycle events, and field schemas.
Objects, field definitions, process metadata, and flow logic.
Subscription metadata and revenue-event signals.
Conversation metadata and support-friction indicators.
Billing lifecycle and contract telemetry.
Map how work flows through teams
Understand communication patterns, execution cadence, and where collaboration stalls—without reading message content. Structure and event metadata only.
Channel structure, event metadata, and adoption signals.
Workspace topology and collaboration-flow signals.
Drive structure, doc metadata, and sharing patterns.
Workspace hierarchy and page-relationship mapping.
Space structure and content freshness signals.
Connect execution to outcomes
Map project management systems to milestones, throughput, and outcome feedback loops. See how execution velocity correlates with strategic priorities.
Project/workflow configuration, ticket metadata, and velocity.
Project structures, task metadata, and dependency signals.
Cycles, teams, and issue-graph metadata.
Board structures and workflow automation signals.
Story metadata, epic structures, and iteration signals.
Tie outcomes back to interventions
Connect analytics platforms to correlate business outcomes with transformation interventions. Measure what actually moved—and calibrate future sequencing.
Property config, event metadata, and goal definitions.
Tracking plan, event schema, and source-destination map.
Event schema, cohort definitions, and funnel metadata.
Taxonomy, event schemas, and behavioral grouping.
Event definitions and feature-flag signals.
Understand your technology backbone
Surface infrastructure topology, deployment patterns, and reliability signals. Vision maps your technical foundation to reveal capability gaps and dependencies.
Resource inventory, IAM topology, and cost signals.
Project structure, service usage, and networking metadata.
Resource groups, RBAC topology, and cost-management signals.
Repository structure, CI/CD patterns, and code-ownership.
Service map, alert metadata, and SLO definitions.
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You don't need to connect everything at once. Start from your website. Add integrations when the analysis tells you what would unlock the next layer of insight.
Vision begins with your public presence. No credentials needed. First insights arrive in minutes.
Based on your analysis, Vision recommends the integrations that would surface the most leverage.
OAuth-based connection. Scoped permissions. You approve exactly what gets shared.
Metadata syncs on a schedule you control. Vision processes, maps, and surfaces new insights.
Each integration deepens the knowledge graph. Recommendations become more precise. ROI calibrates to real data.
Vision is built for organizations that take security seriously. Every integration follows the same rigorous protocol—from authentication to data retention.
Vision's integration layer exposes a typed API for pushing structured metadata. If you have an internal system or niche platform, you can send signals directly—and they'll be mapped into the same knowledge graph as every built-in connector.
Our team builds bespoke connectors for proprietary systems, legacy platforms, and regulated environments. Typical turnaround: 2–4 weeks.
Vision generates transformative insights from a single URL. Integrations compound that intelligence—when you're ready, on your terms.