Ecosystem
Aligned with the leaders that move enterprise compute.
CONTRINT is a member of NVIDIA Inception, the program that supports startups working at the frontier of AI and accelerated compute.
When the dollars hidden in your ERP data are on a need-to-know basis, CONTRINT is there. Mining constraints. Scoring decisions. Closing the loop.
The Modern Data Stack created a mess of observability tools that scream alerts but fix nothing.
Enterprises will trust Agentic AI to modify records, if the safety brakes are strong enough.
The value is in the repair, not the report.
Traditional dashboards show what's expected. What might be mitigated. They scream alerts and never fix anything.
Pricing inversions that pass approval. Discount stacks that violate policy. Inventory imbalances no rule was written for. Working capital lost to constraints no one wrote down because no one knew they existed.
CONTRINT shows what's broken. And what can be controlled.
CONTRINT goes deep. Stack by stack through your enterprise data, finding the leaks that pass surface-level checks. Six stacks. One drill. Every dollar surfaced.
The value is in the repair. Not the report.
CONTRINT runs as a managed service or inside your private cloud. The motion stays the same.
Native enterprise connectors. SAP, Oracle, Salesforce, NetSuite, your data lake. Days, not months.
Constraint mining surfaces hidden rules across pricing, finance, quality, and supply chain. The rules nobody wrote.
Confidence Tiering separates the obvious from the ambiguous. Your team triages with precision, not noise.
Approve, hold, or reject. Decisions write back to source systems. The loop closes. The audit trail is automatic.
You connect your data through standard interfaces. We mine the constraints, score the violations, and return decisions you can act on. What runs in between is what makes CONTRINT, CONTRINT.
You get the outcomes. We keep the engineering.
Glass-box intelligence.
Every calculation is transparent and defensible. Each finding shows its math, its inputs, and the rule behind it. Your business teams write their own logic in plain language. Your auditors get the receipts. Your CFOs sign with confidence.
Every cycle teaches the next. Today's discovered constraint becomes tomorrow's enforced rule. The errors you find today protect you forever.
Most BI systems show you what happened. CONTRINT corrects it. Record by record. Dollar by dollar.
Every record carries its own dollar exposure. CONTRINT scores each one with prescriptive fixes driven from your actual data, not templates.
Same discount stack, same SKU, three customers? CONTRINT links peer records and flags systematic patterns, not just individual outliers.
Detects overlapping violations spanning multiple rule packs at once. Your team gets one consolidated finding, not five duplicate alerts.
Decisions go back to source systems. Always with human approval. Always logged. Never autonomous record changes without sign-off.
Cpk indices. Control limits. Deviation patterns. Root-cause inference. Built in. Not bolted on.
DMAIC ready. Define, Measure, Analyze, Improve, Control across every record stream.
Evidence trails on every decision. Full lineage from finding to writeback.
Explainable classifications. Every flag traces back to a rule and a tier.
Not a prompting tool. Not another observability layer. Not a BI rebrand.
Most systems show you what happened. CONTRINT tells you what's broken, what it costs, and what to do.
CONTRINT classifies records as they flow through your enterprise. Pricing optimizations are surfaced as suggestions. Decisions are routed to humans for approval. Nothing changes in your source systems without sign-off.
Continuous classification engine. Records classified as they arrive, not on batch schedule.
Discovery, classification, scoring. No manual triggers. No analyst kicking off a job.
Every record-level change requires human sign-off. Audit trail by default. Sleep at night.
Surfaces hidden rules from data you already have.
Identifies revenue leakage patterns invisible to rule-based checks.
Flags upstream and downstream risk before it becomes disruption.
Enforces policy without slowing the close. Defensible by design.
Models impact before decisions are made. Stress-test at scale.
Routes, approves, writes back to source. Closes the loop automatically.
Quality, defects, throughput, supplier compliance
Pricing optimization, promotion policy, inventory drift
Compliance, batch governance, audit readiness
Reconciliation, regulatory reporting, accrual integrity
Vendor optimization, contract drift, freight leakage
Conversion gaps, basket leakage, fulfillment errors
Deploy where your governance team is comfortable. Connect to where your data already is. Give every team the interface that fits how they work.
Deploy inside your data center. Air-gapped configurations supported. Your data never leaves your perimeter.
Run on AWS, Azure, or GCP. Bring your own cloud account, or let CONTRINT manage it for you. Multi-region by design.
Engine in cloud, source data on-premises. CONTRINT bridges both with secure tunneling. The flexibility your governance team needs.
A web app for analysts. An API for engineering. The same insights, the right interface for every team.
SSO, MFA, threat protection
At rest. In transit. Per-tenant keys.
Continuous detection. Full audit trail.
Per-customer data boundary. From row zero.
Enterprises are sitting on years of accumulated ERP data with constraints they never wrote down. At the same time, agentic AI just made it possible to find those constraints, score the violations, and act on them at enterprise scale.
CONTRINT was built for this moment. Cloud-agnostic by design. Ready to integrate where you already operate.
CONTRINT turns a Services P&L line item into a Software asset.
CONTRINT is a member of NVIDIA Inception, the program that supports startups working at the frontier of AI and accelerated compute.
Pricing inversions across ERP systems. Discount stacks slipping past BI dashboards. Inventory drift in your operations. Tell us yours.