Most enterprise AI never reaches production — because the systems it needs don't talk to each other.
MIT puts it at roughly 95% of enterprise AI never reaching production value, against $40B+ invested. Customer records sit in the CRM, orders in the ERP, approvals in email and tickets, and every new use case has to rediscover all of it from scratch. The answer is one layer of context underneath them — intelligence that compounds, so every project after the first inherits it.
Bring all your existing business systems together once, into a unified context graph.
Connect every customer, employee, order and ticket into one model — with the relationships, permissions and actions already built in.
Connect the systems of record
Resolve entities across them
Link relationships and meaning
Inherit permissions and controls
Compound with every use case
Connect the systems you already run with 1,000+ prebuilt connectors — CRM, ERP, HCM, warehouses, document stores, ITSM. Nothing gets ripped out and replaced.
One graph holds what your systems know, who may act, and what can be done.
Click a layer to see what it does inside the graph, or open its own page for the full detail.
Where one enterprise context graph shows up in the business.
One governed layer under every project — and five places the business feels it: revenue, risk, cost, speed and control.
RevenueAccelerate revenue cycles Shorten every cycle where back-office latency is the constraint — quotes, onboarding, collections, fulfilment.
GovernanceKeep control as AI spreads Enforce RBAC and human approval, keep a full audit trail, and see model and agent usage centrally in one place.
RiskCatch problems earlier Detect issues sooner, apply controls consistently, and defend every decision after the fact.
CostLower marginal cost for every subsequent AI deployment Retire overlapping point solutions and bring token spend down with them.
SpeedShip new AI use cases in days that work at scale Roll out each new use case faster once the first ones are live.
Security & Compliance
Industry-leading security and privacy standards.
