Configuration assurance
Review pricing, automation, product configuration, and release drift against defined rules and expected states.
Evidence before action across the revenue architecture.
Haywood Revenue Assurance helps teams examine Salesforce and connected revenue-system architecture through deterministic controls, application-aware learning, and governed model-assisted explanations.
Product boundary
Understand the finding, the evidence, and the safe next decision.
The public experience uses sample findings. Customer connections and credentials are separate guided decisions, and the operating approach is read-only rather than automatic production change.
Evidence-led findings
Keep the source evidence, expected condition, and remediation discussion visible for review.
Controlled next steps
Prepare sandbox-safe decisions and validation steps without giving an explanation layer write access to Salesforce.
Who the information supports
- Salesforce platform teamsInvestigate configuration behavior, ownership, and release drift with a shared evidence model.
- Revenue operationsConnect pricing and quote-to-cash questions to the configuration that influences them.
- Finance and controlsReview the business policy, expected control, evidence, and remediation path together.
- Delivery leadersSeparate a technically successful deployment from a financially and operationally safe release.
Governed model assistance
Choose managed speed, private inference, or no model at all.
The Haywood Model Gateway sits behind deterministic Revenue Assurance findings. It uses only approved, redacted, bounded evidence and validates every generated response before it reaches a user.
Managed OpenAI API
Generate structured explanations and role-plan guidance through an approved server-side model, with input counting, store: false, token caps, and a tenant usage ledger.
Private Ollama
Use the approved private inference path when a customer requires local or private model processing. The model endpoint is fixed by the environment, not entered by a user.
Deterministic fallback
Keep the finding, business context, and safe next step available when either model is disabled, unavailable, over budget, or returns an invalid response.
Company-admin policy
Control provider, approved model, permitted roles, evidence categories, daily and monthly limits, retention, response emphasis, and human approval before export.
Application-aware learning
Learning paths follow the systems present in accepted assessment evidence.
Salesforce, NetSuite, Oracle Fusion Cloud ERP, Oracle CPQ, and HubSpot CRM can shape the role curriculum through released metadata-only connectors. A catalog listing by itself never changes a learning plan or grants API access.
- Deterministic source of truthRules establish findings, priorities, completion status, and monthly health. Generated language cannot change them.
- Credential boundarySalesforce, NetSuite, Oracle, and HubSpot OAuth material stays in the customer-controlled operating-system vault and is never sent to a model.
- Role-based actionAdministrators, developers, architects, and business users see the same accepted evidence through their own decisions, responsibilities, and 30/60/90-day plans.
- Usage accountabilityThe app records provider, model, token counts, estimated cost, latency, policy version, status, and hashes rather than complete prompts and responses by default.
Published company pricing
Governed guidance is included within company-controlled limits.
Company Admin is $149 per month. Admin + User is $199 per month, and each additional company user is $29 per month. The managed provider did not require a price increase because administrators can enforce token and spending caps.