From Metrics to
Decisions — Automatically
Vectrail turns raw API data into clear, actionable intelligence. It detects changes, explains impact, and recommends what to do — without dashboards, queries, or manual analysis.
Vectrail is a Decision
Layer for Your Data
Traditional analytics tools stop at charts. Vectrail goes further — it reasons over your data.
The Old Way vs. Vectrail
No dashboards to interpret. No analysts required. No metric chaos.
Core Capabilities
Built to reason, not just report.
Smart API Ingestion
Connect once. Vectrail understands the rest.
- •Works directly with REST APIs
- •Automatically infers schema and entities
- •Supports multiple APIs per project
- •Handles nested & relational data
Outcome:
You don’t remodel data. Vectrail adapts to it.
Schema Intelligence
Your data structure becomes machine-understandable.
- •Auto-detected entities (users, orders, etc.)
- •Dimensions vs metrics classification
- •PII-aware handling
- •Versioned schemas
Outcome:
Consistent analysis even as APIs evolve.
Metric Engine
Metrics are defined once — and never drift.
- •Automatic metric generation
- •Distribution metrics (by country, role)
- •Derived metrics (formulas, ratios)
- •Versioned & locked metric rules
Outcome:
Every team sees the same truth.
Insight Engine
Vectrail doesn’t describe data. It reasons about it.
- •Dominance & Imbalance detection
- •Risk & Opportunity identification
- •Causal analysis (What, Why, Who)
- •Actionable recommendations
Outcome:
Insights you can act on immediately.
Time-Based Change
Detects change — not just state.
- •Month-over-month trends
- •Sudden spikes or drops
- •Long-term drift
- •Stability vs volatility
Outcome:
You see problems before they show up in dashboards.
Peer & Entity Comparisons
Find leaders, laggards, and outliers automatically.
- •Top-performing mentors
- •Underperforming regions
- •Revenue concentration risks
- •Operational bottlenecks
Outcome:
Know where to double down — and where to intervene.
Predictions & Forecasting
See where your metrics are heading.
- •Trend-based forecasting
- •Confidence ranges
- •Growth or decline signals
- •Risk classification
Outcome:
Plan ahead instead of reacting late.
Contextual AI Reasoning
Ask questions on your insights — not raw data.
- •AI reasons over generated intelligence
- •Not blind vector search
- •Budget-controlled analysis
Outcome:
Fast answers without exploding costs.
One Data Source.
Multiple Decision Views.
- Finance dashboards
- Operations dashboards
- Leadership views
- BI & Analytics views
- Product dashboards
Outcome: Each team gets clarity — without fragmentation.
Unified Metric Layer
AI Without Surprise Bills
Vectrail is built with cost governance by design.
Cost Controls
- • Token budgeting per run
- • Minified prompts
- • Smart sampling of insights
- • Mode selection (Economy/Standard)
You Control
- • How deep AI analyzes
- • How often predictions run
- • Which insights get refined
Outcome: Enterprise-grade AI that stays affordable.
How Vectrail is Different
| Traditional BI | Vectrail |
|---|---|
| Dashboards | Decisions |
| Charts | Explanations |
| Manual queries | Automatic reasoning |
| Descriptive | Actionable |
| Analyst-heavy | Self-serve |
Real Insight Examples
“Teacher Paul handles 41% of sessions — high burnout and availability risk.”
“India accounts for 78% of demand, but supply growth is slowing — expansion risk.”
“Revenue growth declined 23% over 3 months despite rising user count — pricing or conversion issue.”