OPERATIONS · ANALYTICS

Operator-grade dashboards built
on a single source of truth.

Governed semantic layer, probabilistic forecasts, and continuous anomaly detection — decision-grade analytics your CFO can put in a board deck without a footnote.

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Dashboard

Operations summary across every bi, analytics & logistics module deployed in your tenant — last 24 hours.

Overview

MODULES LIVE

6

bi, analytics & logistics stack

EVENTS · 24H

2.8K

99.7% first-pass

CONTAINMENT

87%

in-band

AUDIT TRAIL

100%

replayable

OPERATIONS · LAST 24H HANDLED ESCALATED

2,814 events handled

00:0004:0008:0012:0016:0020:00

MODULES · HEALTH 6 live · tap a row to inspect

Dashboards 142 Live

Metrics 1,200 Live

Forecasts 102% Live

Anomalies 7 Watch

Sources 40+ Live

Embeds 14 Live

RECENT ACTIVITY Live feed · updated 1m ago

14:45

Dashboards LIVE Daily Brief · 06:00 — CFO + leadership

14:38

Metrics PROMOTED metric:gross-margin — v4 · added rebate exclusion

13:31

Forecasts TRACKING Revenue · Q3 — 102% to plan · ±4%

13:24

Anomalies CRITICAL EMEA margin — −2.4σ · drilldown ready

12:17

Sources SYNCED Snowflake · prod — us-east-2

12:10

Embeds LIVE Slack #leadership — Daily Brief · 06:00

OPERATE · DASHBOARDS

Dashboards

Operator-grade dashboards built on the governed semantic layer — embeddable everywhere your team works.

Overview

Dashboards live

142

+6 wow

Refresh cadence

5 min

p95

Embed surfaces

14

Slack · ERP · …

Daily viewers

482

across teams

DASHBOARDS · LIVE live

ANOMALY GRID 7d × 12h

Most-viewed top 5

1 Daily Brief · 06:00 CFO + leadership Live

2 Pipeline · Q3 Sales leadership Live

3 Operations · sector 4-G Watch floor Live

4 Margin · EMEA Anomaly · −2.4σ Drift

5 Customer health CS leadership Live

GOVERN · METRICS

Metrics

Every metric defined once, governed centrally, peer-reviewed in PRs, and traceable from tile to source row.

Overview

Metrics governed

1,200

in semantic layer

Last PR merged

2h ago

metric:gross-margin v4

Open reviews

4

awaiting

Lineage coverage

100%

tile → source

METRICS · SEMANTIC LAYER live

ANOMALY GRID 7d × 12h

Recent changes top 4

1 metric:gross-margin v4 · added rebate exclusion Promoted

2 metric:dso v9 · multi-entity rollup Promoted

3 metric:cac-payback v3 · review pending Review

4 metric:nrr v12 · stable Live

OPERATE · FORECASTS

Forecasts

Probabilistic forecasts with confidence intervals — not a single line that always looks like growth.

Overview

Forecast vs plan

102%

±4% confidence

Forecasts live

12

opportunity-level

Bayesian pri.

88%

cred interval

Scenario sims

4

queued

FORECAST · Q3 live

ANOMALY GRID 7d × 12h

Active forecasts top 4

1 Revenue · Q3 102% to plan · ±4% Tracking

2 Pipeline · Q4 Bayesian · ±8% Updated

3 Logistics OTD 94% on-time forecast Tracking

4 CAC payback 9.4 months · steady Tracking

OPERATE · ANOMALIES

Anomalies

Continuous monitoring on KPIs that matter — with explanations for what changed and which dimensions drove it.

Overview

Anomalies surfaced

7

24h

Critical

2

awaiting

False positive rate

4%

tuned

Avg time-to-detect

8 min

p95 18m

ANOMALY FEED live

ANOMALY GRID 7d × 12h

Recent surfaces top 4

1 EMEA margin −2.4σ · drilldown ready Critical

2 Trial activate −1.8σ · cohort-specific Review

3 Login failures +1.2σ · auto-mitigated Resolved

4 Storage cost +2.1σ · query optimization Review

CONNECT · SOURCES

Sources

Connected warehouses, SaaS sources, and the pipelines that hold them together.

Overview

Sources wired

40+

auto-synced

Warehouses

2

Snowflake · BigQuery

Daily events

14M

ingested

Schema drift

0

in last 7d

SOURCES · PIPELINES live

ANOMALY GRID 7d × 12h

Connected systems top 5

1 Snowflake · prod us-east-2 Synced

2 Salesforce CRM · 142 objects Synced

3 Stripe events · 14M/d Synced

4 NetSuite ERP · 88 tables Synced

5 Marketo Marketing · activity Synced

CONNECT · EMBEDS

Embeds

Dashboards in Slack, in your ERP, in your customer portal — same data, same governance.

Overview

Embed surfaces

14

across teams

Slack alerts

94/d

tuned

Avg load p95

320ms

embedded

Customer portal views

1,402/d

live

EMBEDS · LIVE live

ANOMALY GRID 7d × 12h

Active surfaces top 4

1 Slack #leadership Daily Brief · 06:00 Live

2 NetSuite ERP Daily close widget Live

3 Customer portal Usage · per-tenant Live

4 Confluence Engineering ops board Live

Sources · Acme Logistics ELT · CDC

Draft Deploy agent

Sources connected · 11 active

D. Iredale Querying…

Capabilities

What this module actually does in production.

01

Semantic layer with lineage

Every metric defined once, governed centrally, and traceable from dashboard tile to source row.

02

Forecasting that's honest

Probabilistic forecasts with confidence intervals — not a single line that always looks like growth.

03

Anomaly detection

Continuous monitoring on KPIs that matter, with explanations for what changed and which dimensions drove it.

04

Self-serve, governed

Operators ask questions in plain language; the system answers using the certified semantic layer, never wild SQL.

05

Embeddable everywhere

Dashboards in Slack, in your ERP, in your customer portal — same data, same governance.

06

Performance at scale

Sub-second response on billion-row datasets, via a query engine tuned for analytical workloads.

Specifications

Engineered to a standard, not a slogan.

Warehouses

Snowflake, BigQuery, Databricks, Redshift

Bring your own; we run on top. No data extraction.

Sources

200+ pre-built

Salesforce, NetSuite, SAP, Marketo, Stripe, plus generic SQL/REST/CSV.

Semantic Layer

Metric definitions as code

Version-controlled, peer-reviewed, deployed via your CI/CD.

Forecasting

Bayesian + classical

Models you can interrogate, not a black box.

Access Control

Row, column, cell-level

Enforced at the query layer; no spreadsheet that bypasses governance.

SLA

5-minute refresh

Sub-minute available for time-sensitive operations.

Related Solutions

Modules that compose with this one.

Related Industries

BI, Analytics & Logistics for specific operating models.

Frequently Asked Questions · BI, Analytics & Logistics

What buyers ask about bi, analytics & logistics
— before they sign.

What does Agaro's BI and analytics platform deliver?

Agaro's BI and analytics platform delivers a governed semantic layer, probabilistic forecasts, and continuous anomaly detection built on the data warehouse your organization already uses — Snowflake, BigQuery, Databricks, or Redshift. The governed semantic layer means every metric is defined once, consistently, and version-controlled, so the revenue number in a sales dashboard matches the revenue number in the CFO's board deck without reconciliation. Probabilistic forecasts go beyond point estimates to include confidence intervals, scenario analysis, and explainable drivers, giving finance and operations leaders the context they need to act on a projection rather than debate its accuracy. Continuous anomaly detection flags deviations from expected patterns in real time — a sudden cost spike, an unusual AR aging pattern, an inventory discrepancy — before they compound into larger problems. Agaro delivers analytics your CFO can present in a board meeting without a footnote qualifying the methodology.

Do you replace existing dashboards?

Agaro can either replace or augment your existing dashboard infrastructure depending on what delivers more value for your organization. Most engagements begin with augmentation: Agaro wraps your existing Tableau, Power BI, or Looker assets in a governed semantic layer that enforces consistent metric definitions across all of them, eliminating the situation where two dashboards show different revenue figures because they use different logic. This approach preserves the user adoption and institutional knowledge embedded in existing reports while fixing the underlying data governance problem. Replacement makes more sense when the existing dashboard layer is built on inconsistent data models, when the tool sprawl has become a maintenance liability, or when the organization is consolidating onto a new data warehouse. Agaro scopes the augment-versus-replace decision during discovery based on your current stack, data volume, and the business questions your teams most need to answer reliably.

Can the analytics platform handle financial forecasting?

Yes. Agaro's analytics platform produces probabilistic forecasts specifically designed for financial planning and board-level reporting. Rather than generating a single point estimate that obscures uncertainty, the platform outputs forecasts with confidence intervals — giving finance teams a range and the statistical basis for it, not just a number that looks precise. Scenario analysis lets planners model the financial impact of different assumptions, such as a shift in contract mix, a change in headcount, or a commodity price movement, and compare outcomes side by side. Explainable drivers surface the specific variables contributing most to the forecast, so the CFO can explain the projection in a board meeting rather than simply presenting it. Forecasts are grounded in your actual financial data from the connected warehouse, not generic industry benchmarks, and update automatically as new actuals flow in.

Deploy bi, analytics & logistics
in one engagement.

A 30-day pilot will show you the integration shape, the operator experience, and the audit trail your accreditor will ask about — delivered by a senior engineering team that ships AI to production.