Solutions
Organic Intelligence for every industry and every role.
The four Engines compose differently depending on the domain. Here are the shapes that ship in the box today, and where we see the fastest ROI.
By industry
Patterns we've seen pay off fastest
Financial Services
Continuous transaction monitoring, SOX-ready audit trails, fraud prevention, real-time risk scoring, automated reconciliation.
- ·AP fraud + duplicate blocking
- ·Regulatory reporting automation
- ·Trade + payment surveillance
- ·Customer lifecycle analytics
Healthcare & Life Sciences
HIPAA-compliant patient data workflows, claims automation, clinical operations insights, regulated document processing.
- ·Claims extraction + adjudication
- ·Patient journey analytics
- ·Supply chain for clinical trials
- ·Regulatory submission readiness
Manufacturing
Supply chain intelligence, production anomaly detection, vendor risk, quality analytics, predictive maintenance signals.
- ·PO + invoice automation
- ·Production variance analysis
- ·Supplier risk scoring
- ·Demand forecasting
Retail & CPG
Category analytics, demand forecasting, inventory optimization, promotional effectiveness, loss prevention.
- ·Category performance drill-downs
- ·Demand + markdown forecasting
- ·Shrinkage pattern detection
- ·Store-level what-if scenarios
Energy & Utilities
Operational data intelligence, regulatory compliance, asset performance forecasting, ESG reporting.
- ·Asset degradation prediction
- ·Regulatory filing automation
- ·Outage root-cause analysis
- ·ESG metric aggregation
Professional Services
Utilization analytics, project profitability, proposal generation, knowledge retrieval across engagements.
- ·Engagement profitability analysis
- ·Expertise location + retrieval
- ·Proposal + SOW generation
- ·Backlog + capacity planning
By role
A trusted AI peer for every seat
CFO / Finance
Grounded numbers that match the ledger. Forecasts with visible assumptions. Audit-ready evidence, automatically.
COO / Operations
Real-time exception visibility. Workflow automation with approval chains. Predictable 24/7 execution.
CIO / CTO
One platform. Your infrastructure. Your IdP. Your LLM. No lock-in. Clean SBOM and permissive licenses only.
CISO / Risk
Hash-chained audit. SIEM export. Row/field-level security. Immutable decisions. Continuous controls monitoring.
Controller / Compliance
100% transaction coverage replaces sample-based audit. SoD enforcement. Automatic evidence collection for every control.
Head of Analytics
Natural-language analytics your team can trust. Self-service without the hallucination risk.
Use cases
The high-value patterns we ship today
Email-PDF to ERP automation
Incoming vendor invoices via email become structured data in Fabric / SAP / NetSuite. Extract, validate, match, approve, post, fully audited.
Natural-language analytics
Finance, RevOps, and operations teams answer their own questions without BI tickets. Grounded. Cited. Governance-aware.
Continuous controls monitoring
Every transaction across your warehouse and ERPs evaluated against every policy, in real time. Violations blocked and escalated.
AI-assisted approvals
Risk-scored approvals with context, routed to the right approver on the right channel. SLA tracking. Auto-escalation.
Executive briefings
Weekly or on-demand briefs combining Insights, Governance flags, and Advisory recommendations, delivered on your schedule.
Scenario planning
What-if planning with live enterprise data. Model decisions before they're made. Share scenarios for review.
Don’t see your industry or use case?
The platform is general-purpose. We’d love to hear what you’re working on.