Modern Foundation is the Understood layer of the Truth Layer of AI Systems: the governed, certified source of truth your executives believe, your teams act on, and your AI can finally be trusted to answer from.
The Truth Layer of AI SystemsGartner predicts that over 40% of agentic AI projects will be canceled before reaching production by 2027 due to unforeseen costs and complexity. Separately, research shows that up to 85% of AI projects fail due to data quality issues. The two findings are the same finding: the model is not the problem. The data is.
Your AI is only as trustworthy as the data it reads. Most enterprises have data their executives do not fully trust and dashboards their teams do not actually open. The readiness gap is not a model problem. It is a governance problem. That is what Modern Foundation builds.
When executives cannot verify where a number comes from, they do not act on it. The board keeps asking for a data strategy because the current one does not produce answers anyone believes. Governance is the missing layer.
Up to 85% of AI projects fail due to data quality issues. When an LLM encounters five different definitions of revenue in your data model, it does not flag the inconsistency. It picks one and answers confidently. The dashboards exist. The certified definitions do not.
A model pointed at uncertified data returns uncertified answers. The fix is not a better model. It is a certified semantic layer, governed metric definitions, and audit-grade lineage. That is what Modern Foundation builds.
Sources: Gartner (2027 agentic AI project cancellation forecast); market research on enterprise AI failure rates.
Modern Foundation is the Understood layer of the Truth Layer of AI Systems. It is the governed source of truth that makes AI trustworthy inside your organization: certified metrics your executives believe, domain ownership your teams act on, and audit-grade lineage your AI can finally be trusted to answer from.
Foundation delivers what normally takes a VP of Data and Analytics three years to build: a current-state map, a domain architecture, executive consumption certified, domains certified. Not a strategy document. A working governance control plane with decision tracking, KPI governance, and domain ownership baked in.
Governed. Certified. Board Legible.
Move your Tableau and Power BI to agentic, one function at a time.
Give your best operator a five-agent team and watch one person do the work of five.
White-glove AI for the executive who needs it to just work.
Your market, your competitors, your industry, briefed every week.
The data strategy your board keeps asking for, delivered as an operator-led program.
The Modern Gravity governance vault: certified metric glossary, question catalog, source-of-truth tagging, receipt trail, boundary rules. Every engagement makes the next one smarter.
Per function. Piece by piece. Every dollar in your warehouse, DE layer, and semantic models preserved. Only the consumption surface changes.
The answer layer is the flagship motion inside Modern Foundation. It replaces a functional team's BI license spend with a governed, AI-served query layer, one team at a time, without throwing away a dollar of what you already built. Your warehouse stays. Your data model stays. Your semantic definitions stay.
Finance owns its transition. Marketing owns its transition. Supply Chain owns its own. Each starts with a diagnostic and runs on its own timeline.
Enterprise BI license spend in play as prices rise and legacy natural-language features retire.
Managers print performance reports and pass them around because not everyone has a license seat. The printing habit is the honest signal: the need is far broader than the seat count shows. Those same managers cannot ask the printout what to do next. "How many should I staff Saturday?" has never appeared on a printed dashboard. The answer layer changes both problems at once. Anyone asks, on any device, and gets the certified reply. And they can finally ask questions the printout never could answer.
Cut your BI license costs by more than half. Viewer-heavy deployments often save more than 80%. A fixed-fee Phase 1 audit shows your exact number before you commit to anything.
Power BI volume discounts are gone and prices are up 40%. Tableau annual escalators run 5 to 7%. Legacy natural-language query features are being retired in favor of premium AI add-ons. The $2 to $4 billion a year that organizations spend on BI viewer licenses is looking for a better home. The answer layer is where it lands.
Applies to the Tableau Viewer or Power BI consumption seats displaced by the governed AI surface. Per-seat pricing model required. Illustrative scenario: per-seat displacement at a 3-queries-per-day-per-user average; actual savings depend on seat count, contract type, query volume, and negotiated pricing. Capacity-based pricing (Tableau Server site license, Power BI Premium F-SKU) and Creator-dominant deployments require separate analysis. Modern AI's Phase 1 audit quantifies the client-specific saving before any build commitment. Client-specific figures are produced in Phase 1.
Give your best operator a five-agent team and watch one person do the work of five.
Buyer: Any leader with a standout contributor they wish they could clone.
White-glove AI for the executive who needs it to just work.
Buyer: A named executive who wants the capability without the setup or the learning curve.
Your market, your competitors, your industry, briefed every week. Decisions, not dashboards.
Buyer: Executives who are tired of finding out late.
The data strategy your board keeps asking for, delivered as an operator-led program, not a three-year wait.
Buyer: The enterprise that needs a governed source of truth its executives actually believe.
We map how the business actually runs: what artifacts exist, who owns the numbers, who owns the results, what KPIs are accepted across the organization. This current-state map is the deliverable. It grounds everything that follows in lived operational reality.
Deliverable: Current-state mapWe work backward from the current-state map into key data domains and data products. Domain architecture is built, executive consumption is certified, and the certified answers are ready to be acted on. Not a strategy document. A working governance architecture.
Deliverable: Domain architecture and executive consumption certifiedThe governance layer becomes a living control plane, not a project that ends. Domain ownership is formalized, KPI governance is maintained over time, and every certified answer carries a receipt. The board hears a credible program. The operator hears a fast win. Both get the same rigor.
Deliverable: Domains certified. Control plane live.Everything Modern Foundation certifies lands in the Modern Gravity governance vault. Not a project deliverable. A compounding asset.
Each engagement makes the next one cheaper and the whole system smarter. The client is not buying a deliverable. They are funding an asset that pays forward.
Every KPI certified with the definition your executives agreed to. Versioned, governed, auditable.
The catalog of strategic questions your organization has to own. Every question sourced to a certified answer.
Domain ownership structure formalized. Who owns which number, and what the governance standard is going forward.
Every answer ships with an audit-grade receipt tied to the certified definition it was answered from. Board-legible from day one.
What the AI will and will not answer, by design. Configured per domain. Logged on every query.
These are not our claims about ourselves. They are the market confirming the problem Modern Foundation was built to solve.
Financial close reports, variance analysis, board reporting packages. The month-end cycle time and the ad hoc requests from the board are the pain.
Campaign performance, attribution, digital reporting. Multi-source attribution and data freshness across channels are the reporting workload.
Pipeline reports, quota attainment, forecast models. Forecast accuracy and CRM-to-warehouse consistency are the reporting scope.
Inventory reports, supplier scorecards, demand plans. Demand forecast variability and manual report generation are the pain.
Health scores, renewal forecasts, escalation signals. Proactive risk visibility and analyst bottleneck are the pain.
The board keeps asking for a data strategy. The answer is a governed source of truth your executives believe and act on. Modern Foundation delivers it.
Pricing as of July 3, 2026
We sell the outcome and the senior delivery. Not hours. Not internal process. The outcome and the senior delivery. That discipline stays ours.
Start with one named offering that solves one painful thing. Or run the full program that gives your board the governed source of truth it keeps asking for. Either way it runs on the same method and lands in one certified place that gets smarter every quarter.
Talk to usGoverned. Certified. Board Legible. The Understood layer of the Truth Layer of AI Systems.