AI Solutions
Commercial lendingThe model proposes, a person commits, and every call is logged
A safety gate so the AI can suggest actions but never takes a risky one on its own.
- Fail-closed: deny unless explicitly permitted
- Checkpoint / resume with human approval
.NETMicrosoft Agent FrameworkFail-closed policy gateHuman-in-the-loopAudit logging
Read the case AI Solutions Websites & Web Apps
Blue Pixel SoftwareAI-guided intake that scopes a small project without the consultant bill
Guided questions, not a blank text box, with a human in control.
- Typed interactions, not free-text
- Human-gated submission
- Built and shipped for this site
Nuxt / VueAkka.NETEventuousAnthropic ClaudeStructured tools
Read the case AI Solutions
Commercial lendingA source-traceable account read a collector can trust in 30 seconds
An AI account summary where every number traces back to the source, or it says "no data."
- Every figure traces to the system of record
- Contradictions surfaced, not smoothed over
.NETMicrosoft Agent FrameworkMCPProvenance-first retrieval
Read the case AI Solutions
Commercial lendingCall commitments become structured records, each human-confirmed
Call transcripts, scrubbed of personal data, turned into clean records a person confirms with one click.
- PII redacted before the model sees it
- Typed events, verbatim-grounded, human-confirmed
.NETAzure SpeechPII redactionStructured outputConfidence scoring
Read the case Custom Software
Regulated data / privacyRight to be forgotten, on top of a log that's never deleted
Destroy one key and a person's data becomes permanently unreadable, with the history left intact.
- Per-person key destruction = permanent erasure
- Build-time guard blocks PII leaks
Event sourcingCrypto-shreddingCQRSBuild-time guard
Read the case Technical Advisory
Platform architectureOne app with clean seams, split only when the evidence says to
Skip the cost and complexity of microservices until there's a real reason to pay it.
- One deployable now, splittable later
- Contract-shaped seams at external boundaries
Modular monolithDomain-driven designOut-of-process connectors.NET
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