Are You Scaling
Into Bankruptcy?
Calculate your AI margin collapse point before investors do.
Presenting this to the board?
Don't just take screenshots. Download the official AI Unit Economics Matrix Executive Report Template (PDF), complete with calculation methodologies and board-ready talking points.
Operational Context & Enforcement
Synthetic COGS
The AUEB exposes your Synthetic COGS. Generative AI fundamentally reintroduces variable cost of goods sold into software. If you don't track the compute cost per query, your margins will collapse as you scale.
Read The FrameworkMitigate Margin Collapse
Stop subsidizing LLM providers with your VC funding. Exogram enforces dynamic cost routing and intent classification, ensuring high-compute models are only triggered when the ROI justifies the inference cost.
Exogram CapabilityRemediating Inference Token Squeeze & Gross Margin Erosion
Calculated Exposure: Typical Recoverable Token Dividend = $120k to $650k+ / year. The following operational realization pathways are available based on your parameters.
Deploy Edge Semantic Caching & Vector Proxy
Exogram provides sub-20ms vector cosine similarity caching and deterministic edge gateways to capture your Inference Dividend.
Commission an AI Token Economics Audit
Retain Richard Ewing for a formal FinOps evaluation of enterprise token OpEx, gross margin recovery, and multi-agent loops.
Non-Contamination Invariant: Diagnostic calculations remain strictly mathematical and objective. Operational pathways provide verified implementation and advisory options.
Is your runway burning faster than your MRR?
Compute costs are the new cloud tax. Take the AI Economics Diagnostic Audit to find your hidden margin leaks before your next board meeting.