Every revenue decision — from churn intervention to expansion pricing — is policy-bound, human-authorized, and proven with cryptographic evidence.
"I need to prove that our retention and expansion programs are working — with evidence my board can trust, not dashboards they can question."
"I need every pricing decision, discount approval, and renewal action to follow our playbook — consistently, at scale, without manual oversight."
"I need to attribute revenue lift to specific actions, not correlations. Holdout-tested, statistically significant, auditable."
You invest in churn prevention and expansion programs, but can't prove which actions caused which outcomes. Attribution is correlation, not causation.
Reps make pricing and discount decisions locally. Some follow playbooks, some don't. There's no runtime enforcement — only post-hoc reviews.
When the board asks "what drove this quarter's NRR?" — the answer is a story, not a cryptographically sealed chain of evidence.
KPI baseline and quantified ARR leakage. Every engagement starts with measurable gaps.
Live data, zero risk. Human-validated decisions before any action touches production systems.
Every decision passes through policy gates and human approval before execution.
Notarized Evidence Bundles seal every decision into a tamper-evident audit trail.
Holdout vs. treated attribution with statistical confidence. Not correlation — causation.
Production-grade execution chain from signal detection to cryptographically notarized evidence.
CRM & Billing
Telemetry
Revenue
Orchestrator
Domain Guardrails
& Logic
Policy-Bound
Authorized Action
Notarized
Evidence Bundle
Signal tools tell you what happened. Automation tools act without governance. ARKA governs and proves.
| Dimension | Signal Tools (Clari, Gong, 6Sense) |
CRM AI (Salesforce Einstein, HubSpot) |
ARKA AI |
|---|---|---|---|
| Core Function | Predict outcomes | Recommend actions | Govern and execute outcomes |
| Decision Authority | Suggests — rep decides | Embedded — limited control | Policy-bound, human-authorized |
| Evidence | Activity logs | CRM history | Cryptographic proof bundles |
| Attribution | Correlation | Influence scoring | Holdout-tested causation |
| Governance | None | None | Runtime policy enforcement |
Revenue has the clearest before/after measurement in the enterprise. NRR, churn rate, expansion — all quantifiable.
Revenue outcomes tie directly to your P&L. No proxies, no estimated value — real financial impact.
Proven revenue lift creates the trust foundation for Compliance, Cost, and Productivity outcomes.
Revenue teams adopt fastest. No regulatory requirements to clear first — just outcomes to prove.
Revenue execution is a governance problem. ARKA Advisors designs the policy guardrails with your leadership. ARKA AI enforces them with cryptographic verifiability.