Built for the answer,
not the guess.
Every e-commerce brand runs on the same broken loop: ad platforms over-report revenue, email tools claim the same orders, and your spreadsheet picks a winner based on gut feel.
MetrixStack breaks the loop. Instead of aggregating platform claims, we trace every order back to its actual source — deterministically, in real time, with a full audit trail. No models. No estimates. No politics.
From raw event to trusted number — in under 15 minutes
Every layer chosen for a reason
No trendy abstractions. No serverless cold-starts. No ORM hiding what the database is actually doing. Each technology earns its seat at the table.
Every platform your revenue touches
We connect to the authoritative source for each data type — not a reseller, not a scraper. Official APIs, official scopes, official rate limits respected.
AI where it helps. Determinism where it counts.
We are deliberate about this distinction. Attribution logic is deterministic and auditable — an AI model will never silently reassign a $40K revenue month to the wrong agency. But AI accelerates everything around the core: development velocity, operational intelligence, and insight surfacing.
We ship at a pace most teams can't match
MetrixStack is developed with AI-assisted engineering. Every feature is speced, written, reviewed, and tested with AI as a full participant in the development loop — not as an autocomplete tool, but as a collaborator that holds context across thousands of lines of code simultaneously.
- Full features ship in hours, not sprints
- Every database migration is reviewed for safety before it runs
- Tests are written alongside code, not after the fact
- Edge cases caught before they reach production
- The codebase refactors continuously — no entropy accumulation
Intelligence that surfaces what the numbers can't say alone
Inside MetrixStack, AI works as an interpretation layer on top of verified data. It can't corrupt the source — but it can tell you what to look at next.
- Pulse Check: pattern recognition across revenue, ROAS, and refund signals
- Anomaly flags when a campaign's ROAS drops faster than expected
- Agency-level performance narratives generated from the same numbers you see in charts
- Natural-language query layer on your own data (in development)
- Predictive ROAS trending based on historical spend curves (roadmap)
The entire company runs on AI-assisted operations
It's not just the product. Every layer of how we operate — customer support, analytics reporting, infrastructure orchestration — is augmented by purpose-built AI agents that we control and maintain.
The numbers don't lie.
We make sure of it.
Built for operators who need the truth faster than their competition acts on guesses. Reliable infrastructure. Real-time data. Attribution you can stake a budget on.