Use Cases
One Intelligence Engine. Any Operational System.
Trussi Intelligence embeds into the software your customers already use — CRM, field service, ERP, or vertical SaaS — and gives it the ability to predict, prioritize, recommend, and act.
By platform category
Embed intelligence anywhere data lives
CRM & Revenue Platforms
Embed pipeline scoring, deal acceleration, and next-best-action intelligence directly inside Salesforce, HubSpot, or any CRM your customers already use.
Key outcomes
- Real-time deal health scoring inside the CRM
- Next-best-action recommendations per opportunity
- Probabilistic revenue forecasting at rep and team level
Field Service & Trades Platforms
Surface job margin leakage, materials cost anomalies, crew utilization signals, and weather-adjusted revenue forecasts inside field service and trades management software.
Key outcomes
- Job-level margin intelligence and leak detection
- Materials and labor cost anomaly alerts
- Weather-adjusted revenue and capacity forecasting
ERP & Financial Systems
Augment ERP and financial platforms with AI-driven revenue forecasting, cost anomaly detection, and margin intelligence — without replacing the systems of record.
Key outcomes
- Probabilistic revenue forecasts with confidence intervals
- Cost and margin anomaly detection across business units
- Forecast vs. actuals variance attribution
Vertical SaaS Platforms
ISVs and vertical SaaS companies embed the Trussi intelligence engine inside their own product — giving their customers AI-powered revenue intelligence without building it from scratch.
Key outcomes
- White-label intelligence embedded in your product UI
- OEM licensing with your brand, your endpoints
- Full ROS suite or individual modules — composable by design
Integration scenarios
How teams integrate the ROS APIs
Automated pipeline scoring inside Salesforce
Connect your Salesforce org to the Pipeline Intelligence API. Every opportunity is scored in real time as activity data changes — no manual updates, no stale data.
Integration steps
- 1Authenticate via OAuth 2.0 and connect your Salesforce org
- 2POST opportunity data to /v1/pipeline/score on CRM record update
- 3Write score and reason codes back to custom Salesforce fields
- 4Surface scores in CRO dashboard and rep views
Job margin intelligence inside a trades platform
Embed revenue intelligence into field service software to surface margin leakage, flag cost anomalies, and recommend corrective actions before jobs close.
Integration steps
- 1Connect job, materials, and labor data via REST API
- 2POST job data to /v1/pipeline/score for margin health scoring
- 3Receive anomaly flags and recommended actions per job
- 4Surface intelligence in the field service platform's job view
Probabilistic forecasting piped into Snowflake
Run forecast generation on a nightly schedule and land the results in your Snowflake data warehouse. Finance, RevOps, and the board all pull from the same source of truth.
Integration steps
- 1Schedule nightly POST to /v1/forecast/generate
- 2Retrieve three-scenario output (upside / base / downside)
- 3Write results to Snowflake via your existing ETL pipeline
- 4Power BI or Tableau dashboards query Snowflake directly
White-label intelligence inside a vertical SaaS product
An ISV embeds the full Revenue Operating System under their own brand — giving their customers AI-powered intelligence without building a single model.
Integration steps
- 1License the ROS suite under OEM terms
- 2Integrate API endpoints behind your own product's API layer
- 3Surface intelligence in your product UI with your branding
- 4Expand to additional modules as your product roadmap grows
By industry
Operational intelligence across verticals
Enterprise Software & SaaS
Complex multi-stakeholder deals with long cycles. Pipeline Intelligence and Deal Acceleration surface at-risk opportunities and recommended actions before deals slip.
Trades & Field Service
Job-based revenue with tight margins. Trussi surfaces margin leakage, materials cost anomalies, and crew utilization signals inside the platforms trades businesses already use.
Financial Services
Regulatory and compliance-sensitive environments. Revenue Forecast API delivers probabilistic models with full confidence interval documentation.
Professional Services
Project-based revenue with high renewal dependency. Account Signal API surfaces expansion and upsell intent before renewal conversations begin.
Manufacturing & Industrial
Long procurement cycles with multiple buying centers. Pipeline Intelligence maps stakeholder engagement and surfaces next-best actions across complex org structures.
Healthcare Technology
Compliance-driven buying with extended evaluation periods. Revenue Action API surfaces the next-best action for navigating procurement and legal review stages.
See the ROS in your environment.
Request a technical demo tailored to your platform, your data model, and your intelligence use case.