A unified architecture for verifiable value delivery and fine-grained cost control.
hcai builds on five core concepts to bridge the gap between business strategy and technology execution.
Anchors all work in strategic business value.
A flexible, microservice-based technical backbone.
Makes value propositions a verifiable commitment.
Enables fine-grained, per-service cost control.
Orchestrates and enforces value delivery.
A clear separation of concerns, from user-facing interactions down to the core infrastructure.
User-facing applications & portals realizing a "Customer Job"
BPM engines orchestrating end-to-end business workflows
TLA microservices exposing discrete business capabilities via APIs
Core data platforms and persistent stores (LRS, CaSS, XI)
Compute, storage, and network resources (Cloud, Docker, Kafka)
Connect business needs to technical implementation with AI.
Pick an example need and see how the hcai framework turns it into a service-based solution, step by step.
The Value-CorIM turns a value proposition into an auditable manifest, enabling programmatic verification against real-world performance data.
Pick an example service to see a representative cost breakdown across the hcai layers.
A self-regulating system that ensures value commitments are met.
An AI system continuously collects performance data (Evidence) and compares it to the signed Value-CorIM.
The AI predicts that a service is at risk of missing its promised value (e.g. cost savings are off track).
The AI automatically starts a BPM remediation workflow, takes corrective action and creates a self-healing system.
hcai42: Strategy, Technology and Finance. Unified.
This infographic visualises the hcai framework and shows a closed loop from strategic intent to verifiable, financially accountable execution.
Business value is defined in the Business Model Canvas.
The Value-CorIM turns the promise into a signed, auditable manifest.
TLA microservices deliver the committed value in production.
The AI Verifier compares live telemetry against the signed commitment.
On deviation, a BPM workflow takes corrective action automatically.