Analytics &Decision Intelligence
Dashboards show what happened. Reports show where. Your teams still spend weeks arguing over why. We explain business outcomes — clearly, defensibly, and without black-box reasoning.
Enterprise Analytics
Is Broken.
Enterprises have no shortage of data or BI charts. What they lack is defensible, institutional explanation.
Metrics Without Meaning
Thousands of KPIs and dashboards, yet leaders still rely on manual intuition and speculation to interpret variances.
Manual Root-Cause
Understanding multi-variable variance requires weeks of cross-functional meetings, disconnected spreadsheets, and tribal knowledge.
Black-Box AI
Opaque external LLMs that cannot trace or prove their conclusions are strictly unusable in regulated, auditable environments.
Reactive Analytics
Insights arrive long after fiscal impacts have already settled, leaving leadership with post-mortems instead of proactive leverage.
Explanation-First
Architecture.
Traditional BI shows what happened. Mentis explains why — with traceable SQL logic, cryptographic verification, and zero hallucination.
→ Shows WHAT happened. Leadership must manually investigate and debate the causes across multiple cross-functional meetings.
Q3 revenue missed target by 12% due to three auditable root factors:
→ Directly delivers executive defensibility. Complete SQL lineage & audit trail prepared for board review.
Your Data.
Your Buckets.
Partition and secure enterprise data to mirror your actual operating units — Finance, Operations, Sales, or custom security boundaries.
Data Buckets
Organize your local sources
Decision Intelligence in Action.
Purpose-built sovereign dashboards for every executive function. Each one explains the why behind the numbers with deterministic SQL.
Revenue variance explained
Explanation Across Every Domain.
Purpose-built intelligence for finance, operations, sales, and executive strategy.
Variance Explanation
Automatically explains revenue variance, cost and margin shifts, and budget deviations with narrative explanations and full source lineage.
Margin compression driven by: (1) Raw material cost +8%, (2) Mix shift to lower-margin SKUs, (3) EMEA promotional discounting.
Throughput dropped 32% starting Tuesday 14:00. Correlated with bearing temperature anomaly on Unit 3B.
Performance Insight
Explains operational changes across throughput, efficiency, utilization, and quality metrics without black-box forecasting.
Performance Diagnosis
Explains why deals accelerated or stalled, conversion rates shifted, and pipelines expanded or contracted.
TechSupply Inc • Cloud Services • $847K
AWS at 67% of cloud spend
$1.2M potential via renegotiation + consolidation
Spend Analysis
Detects cost leakage, vendor anomalies, spend concentration risks, and pricing irregularities with defensible explanations.
Natural Language Q&A
Leaders ask questions in plain English across multiple private databases and receive structured answers with verified reasoning and data references.
Why did we miss EBITDA target last quarter, and what is the outlook for Q4?
Q3 EBITDA missed by $4.2M (target: $28M, actual: $23.8M):
Q4 Outlook: $8.1M slipped deals closing. 94% confidence on revised target.
Decision-Grade
Intelligence.
This is not a BI replacement. It is an autonomous decision-intelligence layer above BI.
| Capability | Traditional BI | Genovation Mentis |
|---|---|---|
| Analytics Model | Static charts & metrics dashboards | Narrative causal explanation |
| Root-Cause Discovery | Manual meetings & spreadsheet review | Automated multi-variable attribution |
| Model Transparency | Opaque black-box ML or heuristic rules | Deterministic SQL & traceable logic |
| Data Sovereignty | External cloud vendor egress | 100% on-premises / air-gapped |
| Institutional Governance | No cryptographic audit trail | JUDGE layer verified with full lineage |
| Time-to-Defensibility | 2 to 3 weeks of cross-functional inquiry | Sub-second verified query resolution |
Decisions That Must Be
Defended.
Engineered specifically for regulated institutions and high-accountability executive teams.
Explainability by Design
Governance & Control
Data Sovereignty
Who This Is Engineered For.
Purpose-built intelligence for the leaders who need to explain decisions, defend numbers, and take decisive action.
CFOs & Finance Leaders
Defensible explanations for board meetings and regulatory audits
Operations & Supply Leaders
Root-cause anomaly correlation in minutes, not meetings
Sales & Revenue Leadership
Understand why deals slip or close with hard pipeline evidence
Executive & Board Teams
Strategic synthesis without black boxes or information overload
Variance attributed to Enterprise contract delay (-$2.1M), APAC foundry constraints (-$2.8M), and promotional discounting (-$1.5M).
From variance discovery to defensible explanation in minutes
Pre-answered questions reduce recurring cross-functional meetings
Executes over local databases within your sovereign perimeter
Full cryptographic lineage trails for regulatory compliance
Orchestrated by Mentis OS™
All analytics, causal attribution, and reasoning workflows run on Mentis OS — Genovation's sovereign multi-agent execution kernel. Every query is governed, audited, and verified locally.
Explore the Mentis OS PlatformCoordinated DAG Multi-Agent
Multiple specialized agents working in isolated enclaves with verifiable execution
JUDGE Audit & Verification
Every answer cryptographically signed, source-grounded, and free of hallucination
Real-Time Telemetry & Tracing
Live observability across SQL query plans, latency bottlenecks, and permissions
Post-Quantum Memory Vault
Strict on-premises memory residency with zero external data leakage guarantees
Analytics You Can
Actually Defend.
Stop arguing over dashboard variances. Bring explainable, deterministic decision intelligence inside your sovereign security perimeter.
Zero Data Egress
Runs 100% on-premises over your Postgres, Snowflake, or ERP
JUDGE Layer Verified
Every AI attribution backed by cryptographic lineage and proof
<120ms Query Execution
Natural language translated directly to optimized institutional SQL
"Good decisions require more than data. They require auditable explanation."