Open-source · Agentic AI · Regulated Industries

The infrastructure for intelligent

decisions at regulated scale.

youPersonic is an agentic AI platform for regulated industries — where every decision must be explainable, auditable, and defensible. Built on open-source foundations: no proprietary SDKs, no vendor lock-in, no black boxes.

847,293
Decisions validated / second Real-time agentic inference — fraud, risk, compliance, reporting

What you can build with it
Real-time · Multi-agent

Fraud Detection

Seven specialist agents run in parallel — velocity, geolocation, device fingerprint, behavioural, merchant risk, network graph, and decision fusion — delivering a verdict in under 100ms per transaction.

<100ms
decision latency
97.7%
detection recall
50K/day
transaction volume
LangGraph parallelGraph analyticsStream MLDecision fusion
NLP · Scoring · Alt data

Credit Risk Assessment

Eight underwriting agents score applicants across 187 features. A bank statement NLP agent reads unstructured documents. An alternative data agent serves thin-file applicants. Risk-based pricing follows automatically.

25%
lower defaults
40%
faster decisions
187
scoring features
Document NLPAlternative dataCrewAI agentsExplainability
Automation · Compliance

Regulatory Reporting

Six data collection agents feed a validation and generation pipeline. 48 of 50 regulatory reports produced automatically with AI-powered anomaly detection before submission.

96%
automation rate
82%
time reduction
Temporal workflowsXBRL generationAnomaly detection
24/7 · Cross-domain

Bank-Wide Compliance

Eight compliance monitoring agents run continuously across AML, privacy, market conduct, and five other domains. An auto-remediation agent resolves 60% of issues without human escalation.

8
compliance domains
60%
auto-remediated
AML + SAR filingLangGraph stateAuto-remediation

The open-source stack
Agent orchestration
LangChain + LangGraph
State machine graphs for complex multi-step agent reasoning
open source
Multi-agent collaboration
CrewAI
Role-based agents with shared memory and task delegation
open source
Durable workflows
Temporal
Fault-tolerant, auditable workflow execution with full history
open source
LLM inference
AWS Bedrock → Ollama
API-compatible swap: Bedrock for POC, self-hosted for scale
open source
Distributed SQL
YugabyteDB
PostgreSQL-compatible, multi-region, no vendor licensing
open source
Vector search
Milvus + pgvector
RAG pipelines — pgvector for POC, Milvus at scale
open source
Identity & access
Keycloak
RBAC, SSO, and workflow role transitions without SaaS fees
open source
Infrastructure
AWS EKS + Terraform
Multi-region Kubernetes, IaC pipelines via GitLab CI/CD
open source
Object storage
MinIO
S3-compatible, self-hosted, zero per-request API charges
open source

440K

Every design decision documented publicly

I spent years watching enterprises pay millions for AI platforms that lock them into vendor ecosystems. youPersonic exists to prove it doesn't have to be that way — 440,000 words of architecture decisions, engineering trade-offs, cost analyses, and production lessons published as I build.

Follow the full journey at blog.youpersonic.com or subscribe below.

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AWS EKSLangChainLangGraphCrewAITemporalYugabyteDBMilvusKeycloakMinIOTerraformAWS BedrockOllama