Ask your business data in plain English and get verified answers

Stop digging through 40 dashboard tabs or waiting days for CSV exports. We unify your CRM, ERP, store, ad spend and financial data into a governed semantic layer, giving your leadership team an AI data copilot, 24/7 anomaly radar and automated 07:30 executive briefings.

Scope My AI Reporting Try Live Executive Copilot
ai-reporting · semantic-sql Zero Hallucination · Audited
Stripe + ERP + HubSpot + Ad Spend · Live Semantic Layer
“Why did net contribution margin dip 3.4% in Europe last week despite higher top-line revenue?”
German paid search shifted 28% of spend toward low-margin starter SKUs while DHL air-freight surcharges rose €14,200. Pausing 3 broad-match ad groups and routing DE fulfillment via Rotterdam restores +4.1% margin this week.
VERIFIED SEMANTIC METRIC $1.42M Weekly Net Revenue (+18% YoY)
✓ Delivered to Slack, WhatsApp & Web at 07:30

INTERACTIVE DECISION COPILOT

See how CEOs, CMOs, CFOs and COOs query their business

Select a leadership lens below to inspect the live data sources, plain-English query, root-cause diagnosis and recommended action.

Stripe + ERP + HubSpot + Ad Spend · Live Semantic Layer

“Why did net contribution margin dip 3.4% in Europe last week despite higher top-line revenue?”

German paid search shifted 28% of spend toward low-margin starter SKUs while DHL air-freight surcharges rose €14,200. Pausing 3 broad-match ad groups and routing DE fulfillment via Rotterdam restores +4.1% margin this week.

1.4sPlain-English query to verified chart
100%Governed SQL & semantic metric accuracy
07:30Automated daily Slack/WhatsApp brief
Governed Semantic Execution
$1.42M Weekly Net Revenue (+18% YoY)

Unlike generic chatbots that guess math, our AI translates your question into deterministic, audited SQL against your governed dbt semantic layer, so Finance and Operations can trust every number to the cent.

SOC 2 · Row-Level RBAC · Private Cloud Connect My Data Sources ↗

ARCHITECTURE X-RAY

Five stages from raw data silos to morning executive decisions

Tap any numbered checkpoint on the schematic to see how we eliminate manual Excel work and AI math hallucinations.

AI reporting architecture with five checkpoints from data connectors to executive briefings SOURCES: STRIPE · HUBSPOT · SALESFORCE · SHOPIFY · SAP / ERP · GOOGLE & META ADS · GA4 GOVERNED SEMANTIC LAYER (dbt) net_margin = rev - cogs - returns - ad_spend blended_mer = net_rev / total_paid_media ✓ Deterministic SQL · Zero Hallucination ASK-YOUR-DATA AI COPILOT “Why did DE margin dip 3.4% last week?” Root cause isolated + chart in 1.4s 24/7 ML ANOMALY RADAR & FORECASTING Monitors conversion drops, CPA spikes, SKU stockouts and cloud/vendor cost jumps every hour. 07:30 AUTOMATED EXECUTIVE BRIEFING · SLACK · WHATSAPP · EMAIL · BOARD PDF Yesterday: $214k Net Rev (+14%) · MER 4.1x · Cash +$88k · 2 Recommended Actions ready for 1-click approval. Role-Based Access Control (CEO / CFO / CMO / Regional Managers) 1 2 3 4 5

  • We pipe CRM, ERP, Stripe, Shopify, PMS, Google/Meta Ads and Postgres into one clean, deduplicated warehouse (BigQuery, Snowflake or ClickHouse).

  • LLMs never guess formulas. Revenue, CAC, LTV, churn and margin are locked in a governed dbt/semantic layer so every answer is 100% mathematically exact.

  • Executives and managers type questions in plain English or Turkish and get instant charts, cohort tables and root-cause explanations.

  • Instead of discovering a broken checkout or ad-spend spike two weeks later, AI monitors every metric stream and alerts you the hour it shifts.

  • Every morning at 07:30, leadership receives a concise narrative summary of yesterday’s revenue, cash, pipeline and top 3 recommended actions.

Design My AI Reporting Stack ↗

SPREADSHEET CHAOS VS AI REPORTING

What changes when your reporting is powered by governed AI

Executive asks a follow-up “Why?” question

Legacy BI & Excel

Wait 3–5 days for an analyst to pull CSVs and update a slide

Orzed AI Reporting

Type the question in plain English and get the root-cause breakdown in 2 seconds

Monday morning leadership meeting

Legacy BI & Excel

30 minutes arguing over why HubSpot, Stripe and GA4 numbers don’t match

Orzed AI Reporting

One governed semantic layer where Finance, Marketing and Sales match to the cent

40+ Looker / Tableau / PowerBI tabs

Legacy BI & Excel

Graveyard of complex charts nobody has time to interpret

Orzed AI Reporting

Concise AI morning brief highlighting what changed, why, and what to do today

Checkout bug or ad-campaign CPA spike

Legacy BI & Excel

Discovered at the end of the month after thousands in lost margin

Orzed AI Reporting

Flagged within the hour by automated ML anomaly detection with root cause

Data security & AI hallucinations

Legacy BI & Excel

Pasting sensitive spreadsheets into public ChatGPT with guessed math

Orzed AI Reporting

Private, RBAC-governed architecture where AI only executes deterministic SQL

INTELLIGENCE ARCHITECTURE

Four layers of an executive AI reporting system

01

Conversational BI & Plain-English Data Copilot

Ask any question about revenue, ads, cohorts or operations and get a verified chart in seconds.

No more waiting four days for an analyst to write SQL or build a Looker studio tab. Your leadership team asks questions in plain language via web, Slack or Teams, and our text-to-semantic-SQL engine returns audited numbers and visual charts.

Text-to-Semantic-SQLVerified FormulasInstant Chart GenerationSlack & Web Interface
Demo the AI Data Copilot ↗
02

Automated Executive Briefings & Board Packs

Daily, weekly and monthly narrative reports written and delivered automatically.

Dashboards fail when nobody logs in to read them. We build scheduled AI briefing pipelines that synthesize P&L, pipeline velocity, ad ROAS/MER and operational bottlenecks into crisp executive memos delivered to Slack, WhatsApp or email.

07:30 Daily BriefsWeekly Board DecksPlain-Language NarrativeActionable Next Steps
Automate my executive reports ↗
03

Real-Time Anomaly Detection & Predictive Forecasting

Catch margin leaks, conversion drops and stockouts before they hit your P&L.

Our ML monitoring agents watch conversion rates by device, SKU return spikes, CAC creep and cloud/vendor costs around the clock. When a metric deviates from seasonal norms, it isolates the root cause and flags the owner immediately.

Root-Cause IsolationDemand & Cash ForecastingMargin Leak AlertsZero Alert Fatigue
Set up anomaly radar ↗
04

Unified Data Pipeline & Governed Semantic Layer

One source of truth across CRM, ERP, e-commerce, ad platforms and production databases.

When Marketing, Finance and Sales bring three different revenue numbers to the Monday meeting, trust breaks. We engineer the underlying ELT pipelines, dbt models and role-based access controls so every department queries the exact same truth.

BigQuery / Snowflake / Postgresdbt Semantic LayerRow-Level RBAC SecuritySOC 2 / GDPR Ready
Unify my company data ↗

BUILT FOR DECISION MAKERS

Clarity across revenue, marketing, finance and operations

Executives reviewing automated AI morning revenue and margin briefing
Automated Briefings

07:30 executive narrative briefs

Wake up to a clear summary of yesterday’s net revenue, CAC, cash and top 3 priorities in Slack, WhatsApp or email.

See briefing sample
Conversational BI interface generating charts from plain English
Ask-Your-Data Copilot

Plain-English questions, exact SQL

Ask “Why did churn rise in Q3?” and get audited charts grounded in your semantic layer.

Try AI copilot
Real-time anomaly detection and predictive revenue forecasting
Anomaly & Forecast Engine

Catch margin leaks the hour they start

Automated ML watchdogs flag ad waste, funnel breaks and inventory risks before month-end.

Enable anomaly radar
Unified cloud data warehouse and governed semantic metric layer
Single Source of Truth

ERP, CRM, Ads & Store in one schema

Eliminate spreadsheet chaos with a governed warehouse where every department’s numbers match.

Unify my data

WAYS TO START

Three ways to deploy AI-powered reporting

Fastest impact

Executive AI Briefing & Dashboard

Connect your core revenue, ad spend and CRM sources into one live command center with daily automated AI briefings.

3 to 4 weeks
  • Up to 6 data sources unified (CRM, Stripe/ERP, Ads, GA4, Store)
  • Governed KPI dictionary (Net Revenue, MER, CAC, LTV, Margin)
  • Executive web dashboard + automated daily Slack/email AI brief
  • 24/7 anomaly alerts on conversion, spend and revenue drops
Launch Executive AI Reporting ↗
Full Intelligence Layer

Conversational BI & Data Platform

For scaling companies that want a modern warehouse, governed dbt semantic layer and natural-language AI data copilot.

6 to 8 weeks
  • Production data warehouse (BigQuery, Snowflake or ClickHouse)
  • dbt semantic metric layer: zero-hallucination SQL generation
  • Ask-Your-Data AI Copilot with role-based access control (RBAC)
  • Cohort LTV, multi-touch attribution & 90-day ML forecasting
Scope Conversational BI ↗
For SaaS Products

Customer-Facing Embedded AI Reporting

Embed natural-language reporting and AI insights directly inside your own SaaS product or client portal.

6 to 10 weeks
  • Multi-tenant isolated data architecture for your customers
  • White-label “Ask AI” analytics widget inside your app UI
  • Automated weekly value-proof emails sent to your users
  • Sub-second query caching & token cost optimization
Embed AI Reporting In My App ↗

Adjacent capabilities

Connect your reporting layer to data engineering and revenue ops

Pipelines

Data Engineering

Warehouses, streaming pipelines, dbt transformations and schema contracts.

 Governance

Business Intelligence

Executive KPI governance, board reporting and multi-touch attribution models.

 Pipeline

CRM & Revenue Operations

HubSpot, Salesforce and CPQ automation feeding clean pipeline telemetry.

 Agents

AI Integration & Copilots

Custom internal AI assistants that trigger workflows directly from your data.

Unified Warehouse · Semantic SQL · 07:30 AI Briefs

Ready to ask your business dataanything in plain English?

Share the tools you currently run on. We will design a unified semantic reporting layer and automated briefing flow for your leadership team.

Scope My AI ReportingDirect response within 1 business day