• 13 min read
How to Build a Document Parsing and Validation Pipeline with Jinba
Build a KYC, claims, or underwriting doc pipeline in Jinba: ingest PDFs and scans, extract fields with Reducto, validate against business rules, write to Snowflake.
Recent Posts
• 10 min read
How to Extract Fields from Box Documents with Jinba
Extract structured fields from Box documents using BOX_DOWNLOAD_FILE, REDUCTO_EXTRACT with a JSON Schema, and JINBA_MODULES_CHECKER_V2 to validate before writing to any destination.
• 10 min read
How to Stop Approvals from Getting Lost in Email with Microsoft Teams
Email approvals get buried, missed, and never close the loop. Jinba routes structured Adaptive Cards to Teams, captures approve/reject in-channel, and logs every decision.
• 19 min read
4 Best AI Agent Platforms for Banks (2026)
Banks running pilots across multiple agent frameworks with no shared audit trail need fleet governance, not another chatbot builder. This list covers the 4 best AI agent platforms for banks in 2026 — Jinba, Kore.ai, Fiserv agentOS, and Rasa — ranked against governance and audit control, deployment and data residency, core-system connector reach, and pricing transparency.
• 19 min read
Jinba vs Claude Cowork: A Workflow Platform vs a Personal AI Agent
Claude Cowork has no audit logs, no RBAC, and no SSO — and Anthropic explicitly says not to use it for regulated workloads. Jinba is SOC 2 Type II, HIPAA, and GDPR-compliant, with live audit logging, role-based permissions, SSO enforcement, and on-premise deployment. This comparison breaks down exactly where each product belongs in a regulated enterprise's stack.
• 13 min read
5 Shared AI Memory Tools for Enterprise Teams, Ranked by Compliance
Shared AI memory tools for enterprise teams cannot be chosen on architecture alone. Once memory holds customer, patient, or financial data, certification, deployment model, and access control become the gating decision. This ranking evaluates Zep Cloud, Mem0, Cognee, Letta, and Graphiti on the four criteria that dominate a security review: certification standing, data residency, access control and audit trail, and architecture maturity.
• 18 min read
4 Best AI Agent Governance Platforms for Banking Compliance in 2026
The April 2026 OCC/Fed/FDIC rewrite of SR 11-7 carved agentic AI out of the "model" definition — while DORA treats every AI agent as an ICT system. Banks are now assembling a governance stack rather than buying one off the shelf. This guide ranks 4 agent governance approaches — Jinba, Fiddler AI, AI GRC platforms, and data-governance tools — against the criteria that matter: regulatory mapping to named regimes (SR 11-7, DORA, GLBA, fair-lending), deployment fit (on-premise, air-gapped, or cloud), stack coverage, and vendor maturity.
• 17 min read
Shadow AI in Banking: How to Detect, Govern, and Replace It
Shadow AI in banking is already in production — inside loan ops, compliance, and relationship management — and FINRA's 2025 guidance puts all of it inside the scope of supervision. This framework covers the three-step sequence: detect every unsanctioned AI use touching bank data, govern it with a tiered policy that survives real workflows, and replace ungoverned tools with sanctioned alternatives before a gap becomes an examination finding. Includes a risk-tier table and a reusable compliance template.
• 11 min read
Best Dust AI Alternatives for Regulated Enterprises (Compliance & On-Premise)
Dust's compliance envelope stops at SOC 2, GDPR, and HIPAA-enabling status — no ISO 27001, no FedRAMP, no self-hosted or air-gapped deployment. This guide evaluates the Dust AI alternatives that actually clear enterprise security reviews: Jinba for on-premise deterministic workflows in banks and health systems, Onyx for per-user permission sync across SharePoint and Google Drive, and Dify for engineering teams building custom AI apps with full control over their own compliance attestation.