Operational Intelligence for Enterprise Analytics
ozIQ helps BI teams detect, prioritize, and resolve operational issues across the analytics platforms their businesses depend on.
The operational intelligence layer for enterprise analytics.
ozIQ continuously analyzes telemetry from platforms such as Strategy to reveal system health, workload efficiency, performance bottlenecks, configuration changes, and emerging operational risks—all without accessing the underlying business data.
One operating view
Bring fragmented platform telemetry and administrative signals into a clear, continuously refreshed view of the analytics estate.
Focus on what matters
Translate technical signals into prioritized insights so teams can identify risk, understand impact, and act before issues escalate.
Expand across BI platforms
Start with deep Strategy intelligence, extend across Power BI and Tableau, then add Omni, Sigma, Looker, Qlik, Sisense, and other enterprise BI tools.
Analytics is becoming more critical—and harder to operate.
Enterprise analytics environments are growing more complex, distributed, and business-critical while the tools used to operate them remain fragmented and reactive.
Analytics estates are expanding
Organizations are managing more users, workloads, environments, and BI platforms across cloud, hybrid, and global deployments.
Operations remain reactive
Platform-native administration and generic monitoring expose isolated symptoms, leaving teams to manually correlate what changed, what is affected, and what requires attention first.
AI increases operational pressure
AI adoption is increasing infrastructure demand, performance expectations, and the business cost of unreliable analytics systems.
A neutral intelligence layer is needed
The market is ready for an independent operating layer that explains what is changing, prioritizes risk, and helps teams act before issues escalate.
Three platforms define the first expansion path.
Power BI
organizations
Largest distribution opportunity across enterprise analytics.
Tableau
customer accounts
Deep enterprise and departmental footprint with complex content operations.
Strategy
enterprises
High-value deployments and the strongest initial wedge for product depth.
Rounded planning estimates based on widely cited public vendor and customer figures; they are not audited market counts. The initial economic model uses only the Strategy customer scenarios shown above.
ozIQ sits above the analytics stack.
A cross-platform operational intelligence layer designed to expand across the modern enterprise BI estate.
Start with Strategy. Expand across enterprise analytics.
Why Strategy
ozIQ begins where domain knowledge is deepest and the operational pain is easiest to validate.
- Complex enterprise deployments
- Clear workload and operational challenges
- Strong founder-market fit
- Focused path to design-partner learning
Prove in Strategy
Build depth around health, workloads, caches, schedules, changes, and AI advisory.
Expand to Power BI
Apply the same operating layer to the largest BI installed base.
Add Tableau
Extend into another major enterprise analytics estate with similar operational pain.
Add More BI Platforms
Extend the operating model to Omni, Sigma, Looker, Qlik, Sisense, and other enterprise BI tools.
Land with one environment. Expand across the BI estate.
ozIQ is designed as an enterprise SaaS subscription with a simple entry point and clear expansion drivers as customers add environments, platforms, and advanced capabilities.
Entry Subscription
starting monthly subscription
Includes up to 5 users, 1 production environment, up to 2 non-production environments, core operational intelligence capabilities, and standard support.
Typical Early Customer
monthly recurring revenue
Pricing scales with additional environments, BI platforms, operational scope, and enterprise support needs.
Starting ACV
base annual contract value
A conservative early-enterprise starting point, with expansion through additional environments, platforms, support, and advanced capabilities.
Commercial Motion
- 30-day pilot to validate measurable operational value
- Annual SaaS agreement after pilot conversion
- Starting package includes 5 users, 1 production environment, and up to 2 non-production environments
- Optional premium support and advanced modules
Expansion Drivers
- Additional users, environments, and platform instances
- Expansion from Strategy into Power BI and Tableau
- Longer telemetry retention and advanced analytics
- Premium advisory, enterprise support, and future modules
The base financial model starts at $24K ACV ($2K/month) for up to 5 users, 1 production environment, and up to 2 non-production environments. Pricing expands with additional users, environments, BI platforms, data volume, advanced capabilities, and premium support.
A credible path to $5M ARR from the Strategy wedge.
The opportunity is modeled from customers and achievable account expansion—not a speculative top-down TAM.
25 Customers
25 × $24K starting ACV
Establish repeatable pilot-to-paid conversion within the initial Strategy wedge.
50 Customers
50 × $36K average ACV
Expand accounts through additional environments, users, capabilities, and support.
100 Customers
100 × $50K average ACV
Reach meaningful scale while serving only a small portion of the estimated Strategy installed base.
Formula-based planning—not audited forecasts.
The model starts with the $2K/month package and assumes account value expands through additional users, environments, capabilities, and enterprise support. Revenue from Power BI, Tableau, and other BI platforms is excluded from the $5M ARR scenario.
Why ACV Expands
The $24K entry package creates a clear starting point. Account value can grow through additional production and non-production environments, users, platforms, advanced capabilities, and enterprise support.
Venture-Scale Upside
The calculation above uses only the Strategy wedge. Power BI, Tableau, Omni, Sigma, Looker, Qlik, Sisense, and other BI platforms provide the longer-term expansion opportunity.
Illustrative revenue scenarios based on customer count and ACV expansion, not audited forecasts. One hundred customers represents approximately 2.5% of the estimated ~4,000 Strategy enterprise installed base.
From product readiness to enterprise validation.
Product
Core telemetry, Health Score, workload efficiency, prioritized signals, recommendations, Time Travel, and change-impact capabilities are being hardened for enterprise use.
Enterprise Pipeline
Active enterprise discussions include pilot proposals, security-review paths, executive demos, and potential customer introductions across the U.S., India, and the Middle East.
Established Reseller Channels
ozIQ is developing relationships with established analytics consulting and reseller organizations that can introduce enterprise pilot opportunities across the U.S., India, and the Middle East.
Capital Efficiency
founder bootstrapped to date
ozIQ has reached its current product and enterprise-validation stage with limited outside capital, preserving the pre-seed round for team retention, enterprise readiness, customer conversion, and platform expansion.
Enterprise Readiness
Vanta onboarding, external audit planning, SOC 2 readiness, security controls, customer data-protection workflows, and regional infrastructure planning are underway to reduce procurement friction.
From visibility to prediction to guided action.
A focused expansion path that deepens the initial Strategy wedge while building toward multi-platform operational intelligence across enterprise BI.
Strategy Operational Intelligence
Continue strengthening health, workload, signal prioritization, recommendations, historical context, and enterprise readiness.
AI-Guided Operations
Advance intelligent detection, prioritization, and evidence-backed recommendations while keeping operators in control.
Multi-Platform Expansion
Extend ozIQ to Power BI, Tableau, and additional enterprise analytics platforms.
Additional BI Platforms
Extend coverage to Omni, Sigma, Looker, Qlik, Sisense, and other enterprise BI tools.
Roadmap sequencing is milestone-driven and may evolve based on enterprise validation, customer demand, and platform priorities.
Raising a $1.5M pre-seed round.
Seeking a $250K–$500K anchor investment.
The anchor investment will establish the first close of ozIQ’s pre-seed round and fund the enterprise-readiness milestones needed to secure core engineering capacity, activate enterprise validation, and convert early demand into recurring revenue.
Prospective enterprise customers are evaluating more than the product itself. Pilot authorization also depends on security and compliance readiness, implementation support, vendor stability, and confidence that ozIQ can support a successful deployment.
The anchor capital will help remove these adoption barriers, retain critical product knowledge, convert enterprise interest into active validation and paid adoption, and create the traction needed to complete the broader $1.5M round.
Establish the first close and move ozIQ from product readiness into enterprise validation and early revenue.
What the anchor investment unlocks
- Strengthen enterprise security and compliance readiness
- Launch initial 30-day enterprise pilots
- Provide implementation and customer-success support
- Convert successful pilots into annual SaaS agreements
- Secure core engineering capacity and continue Power BI/Tableau development
- Build measurable traction for the broader pre-seed round
Capital tied to enterprise milestones.
Product & Engineering
$600K
Retain core technical capacity, including conversion of a key full-stack engineering resource to a planned full-time role, harden the platform, and continue Power BI/Tableau expansion.
GTM & Pilot Conversion
$375K
Founder-led enterprise sales, pilots, partner enablement, customer onboarding, events, and repeatable conversion motion.
Security & Compliance
$120K
Vanta, external audits, penetration testing, remediation, policy work, privacy/security requirements, and ongoing certification readiness.
Cloud & Regional Support
$150K
Customer-facing cloud, telemetry, support, and regional capacity for the U.S., India, Middle East, and potential Europe expansion.
G&A / Legal / Insurance
$105K
Corporate operations, legal, accounting, insurance, commercial contracting, and enterprise vendor-readiness costs.
Operating Contingency
$150K
Hiring timing, customer-specific implementation needs, security remediation, and execution buffer as enterprise demand develops.
Detailed financial planning uses a conservative $24K starting ACV, approximately 80% target gross margin, and a $360K Year-1 engineering envelope. The use-of-funds allocation is a financing plan, not a promise that each category will be spent evenly within the first 12 months.
Two Paths to Market
Funding accelerates GTM and de-risks ozIQ.
Capital-Constrained GTM
Founder-led enterprise outreach → readiness completed incrementally → limited pilot capacity → slower paid-customer conversion.
Accelerated GTM
Anchor capital → enterprise readiness and engineering capacity → multiple controlled pilots → faster paid conversion → ozIQ and the broader round de-risked.
Without funding, ozIQ can continue progressing through a slower, founder-led path. Anchor capital compresses the timeline by funding enterprise readiness, pilot execution, customer support, and core engineering capacity.