Repeatable Analytics
Orchestrated with AI
“Transitioning high-value, manually delivered analytics services into a repeatable, productized intelligence platform.”
A force-multiplier for fractional and full-time CFOs, CMOs, CPOs, and COOs. We deploy autonomous, multi-agent intelligence engines that securely connect to client warehouses and proactively deliver verifiable, footnote-grounded strategic recommendations straight to stakeholders' messaging channels.
Executive Summary
Currently, corporate delivery leads and business analysts spend hours performing manual analytics diagnostics, drafting custom cohort models, and manually compiling reports. This manual work limits scalability and increases operational costs.
“Dataonia orchestrates the entire analytical lifecycle: automatically scheduling deep diagnostics, securing private database connections via encrypted self-service keys, and compiling custom agent skills directly from markdown playbooks—enabling teams to spin up and govern enterprise-grade AI workflows with zero backend developer dependencies.”
One Operator. The Output of a Full Team.
Whether your CFO, CMO, CPO, or COO is fractional or full-time, they only have so many hours. Dataonia runs the diagnostic layer of their job autonomously — watching the data, catching the leaks, and drafting the brief — so every executive dollar delivers more.
Fractional CFO
Runway, margin & board-ready forecastsAutonomous FP&A runs, live scenario modeling, and zero-rounding audit trails — so one fractional CFO covers the reporting load of a full finance team and never misses a margin leak between engagements.
Fractional CMO
CAC, ROAS & pipeline efficiencyWatches every ad channel, catches attribution and pixel-tracking leaks the moment they appear, and pushes GTM briefs to Slack — a fractional CMO defends spend across all accounts in real time.
Fractional CPO
Adoption, retention & roadmap ROIMonitors activation funnels, cohort retention, and feature adoption; surfaces churn signals early and flags roadmap bets that aren't paying back — so product decisions stay grounded in live data, not last quarter's deck.
Fractional COO
Throughput, SLAs & unit economicsAudits operational pipelines around the clock, catches SLA, fulfillment, and cost-per-unit anomalies, and delivers resolution briefs with the fix attached before small leaks compound into quarterly misses.
Take on more clients without adding hours.
Show up to every engagement backed by an autonomous analytics team. Deliver the depth of a full department, present verifiable footnote-grounded work, and scale your practice across more accounts — Dataonia does the diagnostic heavy-lifting between your sessions.
Get more from every executive dollar.
Your part-time exec is now covered 24/7. Dataonia monitors the metrics that matter between their hours, escalates only what needs a decision, and delivers board-grade rigor — so a fractional hire produces full-time results and your leaders spend their time on strategy, not spreadsheets.
Interactive Multi-Agent Simulator
Select an enterprise domain below to watch our autonomous **Orchestrator**, **sql-analyzer**, and **critic** triage critical anomalies in real time.
Dataonia Orchestrator
● agent_active (Loop Running)Dataonia Core Capabilities
Explore the advanced, multi-tenant AI agents designed to replace manual analyst labor with scalable, automated corporate intelligence.
Autonomous Operations Engine
Our event-driven core backend automates background analytical processes, running scheduled database diagnostics and delivering results across your existing communication channels in under 10 minutes instead of the traditional 8 hours.
• Eliminates hours of manual diagnostic prep
• Pushes real-time alerts upon margin/metric breaches
Enables corporate teams to transition high-value, manual analytics into a repeatable, automated system with 100% operational consistency.
Compounding Knowledge base
Every analytical session automatically extracts, validates, and appends newly learned business facts, entities, and decision histories back into your secure memory store, letting your system's intellectual value compound over time.
• Compounds business insights automatically with use
• Prevents knowledge loss when key architects depart
Builds a highly defensible, proprietary knowledge repository that gets smarter and more valuable with every single query.
Audit-Ready Truth Guardrails
Our rigid, tiered grounding architecture completely eliminates AI guessing. System decisions are locked into verified relational facts, delivering footprint-by-footprint citations and verifiable data lineages.
• Completely eliminates typical LLM hallucinations
• Ensures every metric is grounded in actual database sources
Empowers hands-on VPs and compliance auditors to trust and verify calculations instantly before approving operational changes.
Natural Playbook Integration
Empowers business analysts and operators to build, customize, and deploy complex analytical sub-agent workflows solely by writing standard Markdown playbooks in git—requiring absolutely zero software engineering resources.
• Reduces development costs and custom sprints
• Speeds up workflow updates from weeks to minutes
Allows non-technical subject experts to fully program agent skills dynamically, bypassing traditional software development bottlenecks.
Autonomous Secure Onboarding
Enables enterprise IT administrators to securely configure warehouses (Snowflake, BigQuery, Postgres) and messaging channels on standalone forms, ensuring complete credential safety.
• Encrypts sensitive credentials at rest with Fernet keys
• Operators are blocked from seeing customer secrets
Guarantees complete, SOC2-ready tenant isolation—sensitive keys are symmetrically encrypted and never exposed to internal developers.
Push-First Visual Delivery
Completely eliminates custom dashboard overhead, security leaks, and log-in friction by rendering high-fidelity, branded trend graphics in-memory and pushing them as inline visual blocks into Slack or Teams.
• Bypasses volatile local disk writes and server storage
• Saves time by putting analytics directly where teams work
Delivers rapid, friction-free business intelligence directly into active chat threads to accelerate executive decision loops.
Unified Data Pipeline Sync
Dataonia acts as your unified autonomous FP&A and operations platform. It aggregates siloed, disparate enterprise databases, cleans them, and feeds clean data directly into your executive dashboards for instant visualization.
• Establishes a single source of truth for business data
• Automates stream and batch ETL data processing
Bridges the gap between raw data warehouses and business intelligence, letting teams extract insights with zero technical lag.
Three-Layer Semantic Grounding
To guarantee perfect mathematical accuracy and eliminate AI hallucination, we bypass conversational guessing entirely by locking reasoning into deterministic, schema-validated database audits.
Layer 1: The Ontology
Our frozen YAML schemas (MODULE_SCHEMAS) define the exact semantic boundaries, valid parameters, and relationship constraints.
Layer 2: Knowledge Graph
Our Postgres relational store houses verified, provenance-aware, and version-controlled RDF-style facts.
Layer 3: Orchestration
Our Autonomous Hypothesis-Triage Engine initializes a structured, Pydantic-validated research log. The LLM is completely blocked from guessing—it must query SQL.
Request Private Sandbox Access
Connect with our product development team to provision a highly secure, isolated sandbox tenant of the Dataonia engine. Experience the power of autonomous, multi-agent financial auditing and real-time operational decision-making.
By requesting access, you agree to our corporate NDA guidelines regarding sandbox evaluation API calls.