The Curam-Ai Protocol™
Comprehensive technical and commercial answers for CTOs, CFOs, and Partners. All claims validated against proven performance data.
Recoverable capacity varies by industry based on document standardization:
These figures represent conservative estimates using a proven methodology with industry-specific variance multipliers (0.90 for high-reliability, 0.75 for medium-reliability).
Investment is staged with clear exit points:
You control the investment. Exit after any phase with no further obligation. Typical payback period: 3–9 months based on proven deployments.
The demo proves the technology works. The $1,500 Phase 1 Feasibility Sprint proves it works on YOUR actual documents.
What you get:
This eliminates the risk of investing in full implementation only to discover your document types aren't suitable for automation.
Phase 1 (Feasibility Sprint): 48 hours from document submission to validation report.
Full implementation timeline:
You see technical validation within 48 hours. Full ROI realization depends on implementation scope and staff adoption rates.
Yes. We provide structured data output in industry-standard formats:
Common integrations: We've successfully integrated with Xero, MYOB, LEAP, Smokeball, Xplan, and CargoWise through their native APIs or CSV import capabilities.
Phase 1 (Feasibility Sprint): ~2 hours of staff time to select and provide 15 sample documents.
Ongoing operation: Typically 5–15 minutes per day reviewing the <10% of documents flagged as low-confidence by the AI.
The system is designed to minimize staff disruption. Most processing happens automatically in the background.
Proven accuracy by document type:
By document quality:
We use a three-layer validation system:
Safe failure mode: When uncertain, the system defaults to human review rather than making assumptions.
This is why Phase 1 is mandatory. During the Feasibility Sprint:
This validation happens before you invest in full implementation, eliminating the risk of discovering incompatibility after significant investment.
STP Rate measures the percentage of documents that can be processed completely automatically without any human intervention.
Target: ≥60% for most industries (varies by document complexity)
What this means:
Your specific STP rate is calculated during Phase 1 based on your actual documents.
Accuracy depends on handwriting quality:
Our approach: We implement Human-in-the-Loop verification for handwritten content. The AI extracts what it can with confidence scoring, and flags unclear sections for human review.
Typical time commitment: 5–15 minutes per day
What requires review: Only the <10% of documents where the AI confidence score falls below 90%
Review process:
This is significantly faster than manual data entry for all documents.
Phase 1 (Feasibility Sprint) Architecture:
If testing with sensitive data: We recommend a Redacted Feasibility Sprint where you black out PII (personal identifiable information) before submitting documents. This proves accuracy without exposing live sensitive data.
Yes. We offer Redacted Feasibility Sprint testing:
Alternatively, Phase 4 (Production Implementation) deploys entirely within your own infrastructure, ensuring complete data sovereignty.
Phase 1 (Trial): Data processed in Australian region with encryption. All data deleted after trial completion.
Phase 4 (Production): Through Data Sovereignty. The system deploys inside YOUR Azure, AWS, or GCP tenant:
This architecture ensures compliance with Australian Privacy Principles by design.
Production deployments (Phase 4): Exclusively within your specified region:
We guarantee Australian data residency for all production implementations. All processing, storage, and AI inference happens within your nominated Australian region.
No. Zero new inbound firewall ports required.
Integration uses outbound-only communication via secure APIs that are already authorized in your environment.
For legacy on-premise servers: We use Microsoft's Data Gateway—a secure connector that runs inside your firewall with no inbound ports needed.
For production deployments (Phase 4): By deploying within your own infrastructure, we inherit YOUR security posture and compliance status.
What we provide:
This approach ensures compliance with your existing SOC2, ISO 27001, or industry-specific requirements.
No vendor lock-in.
At Phase 4 conclusion, we transfer:
No ongoing licensing fees. You own the system outright.
You have two options:
The system is designed to be low-maintenance. Most clients choose self-managed after initial stabilization period.
No new infrastructure required.
We deploy on your existing cloud stack:
The system runs as serverless functions, minimizing operational overhead and infrastructure costs.
Yes. We automate the three-way match:
This is particularly valuable for legal practices with statutory trust account reporting requirements.
Production deployments (Phase 4): All processing happens in your tenant. No data leaves your control.
This ensures solicitor-client privilege requirements are maintained by design. The AI never has access to documents outside your environment.
We automate metadata and schedule extraction from PDF exports of CAD/Revit drawings.
What we extract:
We do not work with raw CAD/Revit files. Your workflow remains: CAD/Revit → PDF export → AI extraction.
No. Our solution requires internet connectivity for AI processing.
The system is designed as an online cloud framework for real-time office/field synchronization. Offline capability is not currently supported.
We automate:
This ensures WorkSafe Queensland requirements are met proactively rather than reactively.
We extract 40+ fields from Bills of Lading including:
Data exports to CargoWise via JSON/CSV for seamless customs clearance workflows.
We automate:
This ensures grant compliance requirements are met and documented for audit purposes.
We've validated the Protocol across 11+ industries with proven accuracy:
High-Reliability Industries (95%+ accuracy):
Medium-Reliability Industries (90-95% accuracy):
High-Reliability Industries (0.90 multiplier):
Medium-Reliability Industries (0.75 multiplier):
This classification affects ROI calculations but not technical feasibility. All industries still achieve 90%+ accuracy with proper Phase 1 validation.
Contact us for a feasibility assessment. If your industry processes standardized documents (invoices, forms, contracts, schedules), there's strong potential for automation.
Phase 1 validation is industry-agnostic. We test on YOUR documents regardless of industry. If we achieve 90%+ accuracy, we proceed. If not, full refund.
Book a 15-minute diagnostic call to discuss your specific use case, or start with a $1,500 Phase 1 Feasibility Sprint to validate the technology on your actual documents.