Ask in plain English
Type a question the way you'd say it out loud — “which regions grew fastest last quarter?” — and get a real answer with the numbers behind it. No formulas, no query language, no analyst in the loop.
The full picture
Everything ETARICA does
Everything ETARICA does
so your whole team can just ask.
Etarica turns your company's data into a conversation. Ask a question the way you'd ask a colleague, and get a clear answer, a chart, or a full dashboard back — no spreadsheets, no waiting on the data team, no code. This page walks through what it can do, how it works day to day, and what your team gets out of it.
10+
capabilities in one workspace
Plain English
no query language to learn
Every team
Sales, Finance, Ops, HR & more
Answers in seconds
not days of back-and-forth
Standalone Capabilities Tour
Explore Every Feature in Action
Select any core platform capability to see how it works independently — from plain-English chat and plan mode execution to in-memory data transforms, chart presentation decks, and automated reporting.
STANDALONE MODULE 01 · NATURAL LANGUAGE BI
Conversational Data Analytics & Deep Dives
Ask complex business questions in plain English. Etarica translates prompts into governed SQL, instant charts, and proactive anomaly warnings across your connected data.
HOW THIS FEATURE WORKS (CLICK STEPS TO PREVIEW)
Capabilities
One workspace, ten ways to move faster
Each of these works on its own — but together they replace the slow loop of exports, spreadsheets and “can you pull that for me?” that most teams live in today.
All your data in one place
Connect your databases, apps and spreadsheets once. From then on everyone asks questions against a single, tidy source instead of hunting through ten different tools and exports.
See how every answer was found
Etarica shows its work. For any answer you can see exactly which data it looked at and why — so you can trust the result instead of taking it on faith.
Clean and reshape data safely
Fix messy records, remove duplicates and reshape tables into something usable — with a clear preview before anything is saved, so nothing gets broken by accident.
Dashboards without the busywork
Turn any answer into a live tile and arrange them into a dashboard. Etarica even suggests ready-made board layouts for each department, so you're not starting from a blank page.
Reports that send themselves
Schedule a report once and have it arrive by email as a polished PDF or slide deck — every Monday at 9am, or whenever suits. Your team stops asking “can you pull that again?”
Answers across every department
Ask one question that spans Sales, Finance, Operations and HR at the same time. Etarica connects information from teams that normally live in completely separate systems.
Enterprise-grade security
Everyone sees only what they're allowed to. Role-based access, row-level permissions and isolated client workspaces keep sensitive information exactly where it should be.
A built-in advisor
Etarica doesn't just answer — it flags what's worth a second look: unusual trends, quiet risks and the follow-up questions you might not have thought to ask.
Works on your phone
The full workspace runs on mobile with swipe gestures and responsive views, so you can check the numbers between meetings or on the move — not just at your desk.
Always know the cost
A clear, running view of usage means there are never surprises at the end of the month — you always know what your analytics are costing and where.
Built for the whole company
Analysts, managers and execs all use the same workspace at their own level — from deep exploration to a single number on a morning dashboard.
In your words
If you can ask it, Etarica can answer it
Real questions from real teams — typed exactly like this, no setup required. Pick a department to see the kind of thing people ask every day.
Sales & Growth
“Which regions grew fastest last quarter, and which slowed down?”
“Show me my top 10 accounts by margin, not just revenue.”
“Where are deals getting stuck in the pipeline?”
Finance
“Do our invoices match the bank ledger this month?”
“What's our runway if spending stays flat?”
“Flag any customer billed twice in the last 90 days.”
Operations
“Which warehouses will run low on stock first?”
“Where are shipments being delayed most often?”
“Compare delivery health across all regions.”
People & HR
“Which teams are over- or under-utilised right now?”
“How does headcount cost map against project budgets?”
“Show hiring spend versus plan for this year.”
…and if Etarica needs more detail, it simply asks you back — just like a colleague would.
What changes
What your team actually gets
Less waiting, one place to look, and fewer nasty surprises. Here's what that looks like in practice.
millions of rows
Query federated databases instantly
Bypass data engineering backlogs and query multi-gigabyte transactional tables. Extract visual dashboards in seconds instead of waiting days.
high-scale query
instant CSV downloads
zero data lag
multi-domain
Unified cross-functional cockpit
Align Sales, Logistics, Finance, and HR metrics under a single portal. Build interactive grids, track daily sector rotations, and monitor team KPIs side-by-side.
- Multi-DB connections
- Visual grid builders
- Dynamic filter layers
Daily checks
Continuous schema validation
Audit schema consistency, freshness, and query compute costs in real time. Enforce warning thresholds to control data compute budgets.
Manual validation checks
unmonitored
Etarica Auto-Monitoring
Continuous alerts
data quality alerts
cost audits
usage logs
Executive Visual Intelligence
Real Business Answers, Zero Formula Friction
Explore how Etarica automatically analyzes complex business queries across your databases and renders high-density, actionable executive telemetry with statistical anomaly detection and automated insights.
“Compare Q1–Q3 revenue growth across Enterprise, Mid-Market & Growth tiers with forecast trajectory.”
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AI Executive Insight: Enterprise tier expansion surged +34.2% YoY driven by multi-seat expansions, while Mid-Market renewal rates stabilized at 98.2%.
What This Metric Measures
Tracks Net Recurring Revenue (ARR) across 3 distinct commercial tiers over an 8-quarter timeline, isolating expansion vs contraction velocity.
Industry Benchmark: Top-Quartile SaaS > 120% NRR
Executive Business Implications
Enterprise accounts represent 65.6% of total revenue and drive 84% of net new expansion dollars. Growth tier velocity remains high (+38% CQGR).
Recommended Strategic Action
Allocate 2 additional dedicated Solutions Architects to the Enterprise segment to capture FY26 expansion pipeline while assigning automated health monitors to Mid-Market renewals.
MATHEMATICAL FORMULATION & CQGR
ARR_t = ∑(MRR_i,t × 12) + ΔExpansion_i,t - ΔChurn_i,t
Compound Quarterly Growth Rate (CQGR) = ((ARR_Q3'26 / ARR_Q1'25)^(1/6)) - 1 = 18.4%
ANOVA F-Stat
42.6 (p < 0.001)
Skewness
+0.42 (Right)
95% CI Variance
±2.3%
COMPILED READ-ONLY AST SQL
LATENCY: 38ms
SELECT date_trunc('quarter', invoice_date) AS qtr, customer_tier, SUM(amount_usd) AS mrr, (SUM(amount_usd) - LAG(SUM(amount_usd)) OVER (PARTITION BY customer_tier ORDER BY 1)) / LAG(SUM(amount_usd)) OVER (...) * 100 AS yoy_pct FROM subscriptions GROUP BY 1, 2;
“Plot customer LTV against CAC acquisition costs and highlight at-risk accounts.”
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AI Risk Alert: Identified 8 accounts with LTV:CAC > 5.2x ready for expansion; 3 mid-tier accounts flagged with declining product usage.
What This Metric Measures
Plots customer Lifetime Value (LTV) against Customer Acquisition Cost (CAC) across 3 risk tiers to measure unit economic efficiency and retention risk.
Target Benchmark: 3.0x ≤ LTV:CAC ≤ 5.0x
Executive Business Implications
Accounts in the top-right green cluster operate at >5.2x ROI, signaling potential under-monetization. The 4 accounts in amber suffer from high onboarding friction.
Recommended Strategic Action
Trigger automated CSM check-ins for accounts with LTV:CAC < 2.5x and launch dedicated expansion cadences for the top 8 high-ROI accounts.
UNIT ECONOMIC FORMULATION & K-MEANS
LTV = (ARPU × Gross_Margin_Pct) / Monthly_Churn_Rate(σ)
Efficiency Ratio (ρ) = LTV / CAC • K-Means Clustering (k=3, Silhouette = 0.81)
Expansion Mean (μ)
6.5x Ratio
Weibull Shape (γ)
1.34 (Early Risk)
Cluster Variance
σ² = 0.28
COMPILED READ-ONLY AST SQL
LATENCY: 29ms
SELECT a.account_id, a.arr_usd, (a.arr_usd * 0.82) / NULLIF(c.churn_prob, 0) AS estimated_ltv, m.total_cac_spend, ((a.arr_usd * 0.82) / NULLIF(c.churn_prob, 0)) / NULLIF(m.total_cac_spend, 0) AS ltv_cac_ratio FROM accounts a JOIN marketing_attribution m ON a.id = m.account_id JOIN churn_models c ON a.id = c.account_id;
“Trace revenue flow from origin channels through product lines to regional fulfillment.”
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AI Executive Insight: Partner ecosystem generated 38% of new Q3 volume, with North America capturing 62% of total delivered platform revenue.
What This Metric Measures
Visualizes end-to-end capital and throughput allocation from commercial acquisition funnels, through internal software modules, to regional delivery zones.
Channel Balance: < 50% Dependency on Single Channel
Executive Business Implications
Enterprise Field sales delivers the highest volume ($6.8M), with Core Platform acting as the primary monetization anchor ($8.1M). APAC regional delivery is growing at 42% YoY.
Recommended Strategic Action
Expand EMEA regional cloud deployment nodes to reduce transatlantic latency and optimize routing margins for the Global Partner channel.
NETWORK FLOW CONSERVATION & GRAPH DENSITY
∑ Φ_inflow(j) = ∑ Φ_outflow(j), ∀ j ∈ Intermediate Nodes
Graph Density (δ) = |E| / (|V|(|V|-1)) = 0.44 • Max Cut Capacity: $28.8M
Adjacency Rank
R = 9 Nodes
Max Channel Flow
$6.8M (Field)
Flow Loss Rate
0.00% (Conserved)
COMPILED READ-ONLY AST SQL
LATENCY: 41ms
WITH channel_nodes AS (SELECT origin_channel AS source, product_module AS target, SUM(volume_usd) AS val FROM commercial_ledger GROUP BY 1, 2), module_nodes AS (SELECT product_module AS source, fulfillment_region AS target, SUM(volume_usd) AS val FROM regional_dispatch GROUP BY 1, 2) SELECT * FROM channel_nodes UNION ALL SELECT * FROM module_nodes;
“Evaluate cross-database schema integrity, PII masking coverage, and query safety.”
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Governance Audit: 100% PII protection active across all lakes; AST read-only guard prevented 14 unindexed table scans with 0 data mutations.
What This Metric Measures
A multi-dimensional security and operational radar measuring 6 core database governance parameters comparing Etarica against legacy BI baselines.
Compliance Target: ≥ 95% Across All 6 Vectors
Executive Business Implications
Etarica delivers 99% PII data shielding and 100% Zero-Lock execution safety, eliminating compliance breach liabilities and rogue write incidents.
Recommended Strategic Action
Maintain automated RBAC schema enforcement across all connected data lakes; export weekly signed audit logs to SOC2 compliance auditor.
GOVERNANCE HEALTH INDEX & ENTROPY SHIELDING
Governance Health Index (GHI) = (1/6) ∑ w_k × S_k = 98.2% (vs Legacy 59.5%)
Information Leakage Entropy: H(X) = 0.02 nats (PII Masking Efficiency: 99.1%)
Sync Delta (Δt)
4.2 sec
Zero-Lock Guard
100.0% Verified
Audit Chaining
SHA-256 Valid
COMPILED READ-ONLY AST SQL
LATENCY: 18ms
SELECT table_schema, column_name, pii_classification, masking_algorithm, last_verified_timestamp FROM information_schema.governed_columns WHERE active_shield = TRUE AND security_level >= 3 ORDER BY table_schema;
Immediate Deployment
Take control of your data flow
Connect your database metadata catalog securely. Deploy Etarica agents in minutes under your local firewall rules.