Enterprise Search Solutions for Governed Financial Answers

Finding a document does not settle a financial question. Build a credit operations workflow with Jinba Brain records, explicit calculation rules, exception reviews, and a traceable answer history.

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Build a workflow for bank credit operations to handle answering client group exposure requests using approved Jinba Brain legal-entity and credit-line records. Route missing entity links or conflicting credit-line versions to a credit specialist and withhold release until approved. Check execution permissions before accessing sensitive inputs and require explicit reviewer approval before releasing a result. Log access outcomes, source references where permitted, validation checks, and reviewer decisions; never publish knowledge changes from this review workflow.

Building workflow...
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Move From Finding Documents to Reviewing Answers

Workflow diagram

Search helps teams find information; credit operations must also decide which entities belong to a group and which limits to count. Jinba Brain supplies validated linked records. Build a Jinba Flow workflow to apply your bank's calculation rules, review exceptions, and release a source-backed response through Jinba App.

  • Describe the answering client group exposure requests workflow in Jinba Flow chat, then refine and test its visual flowchart.
  • Route missing entity links or conflicting credit-line versions to a credit specialist and withhold release until approved. Set explicit standard and exception review paths in the workflow.
  • Validate group membership, approved credit limits, and source references and enrich them from connected, authoritative systems before review.
  • Record validation and reviewer decisions in the workflow log, and let authorized staff run approved workflows through Jinba App.

Build Deploy and Run Your Governed Workflow

Send weekly metrics to Slack every Monday at 9am
1
Build in Jinba Flow

Work with bank credit operations to define group membership, approved credit limits, and source references, authoritative sources, and reviewers. Describe the process in Jinba Flow, refine its visual flowchart, and test valid, conflicting, and missing-data cases. Brain schema definitions are agreed with your team; Flow is the workflow editor.

test_runner.log
Running workflow test...
✓ Input validation 12ms
✓ Fetch from Sheets API 847ms
✓ Process 24 rows 156ms
✓ Send to #sales 203ms
PASS All steps completed 1.22s
Output preview:
"sent": true, "channel": "#sales"
2
Deploy securely (API / batch / MCP)

Deploy the workflow as an API, batch process, or MCP server in the agreed Jinba environment. Connect only approved sources and configure access controls and logging. For disconnected operation, use models and connections that remain inside the network boundary.

3
Run in Jinba App (guardrailed UI)

Authorized staff submit requests through Jinba App chat or generated forms. The workflow applies configured rules, routes evidence gaps to reviewers, and releases only approved results. Log held and denied outcomes too; proposed knowledge changes use a separate validation and approval process.

Enterprise Ready

Control, security, and support for large organizations.

On-Prem
Jinba
Private

On-premises or private cloud hosting

Run Jinba in your own environment with full data control.

Team Permissions
128 Active
Sarah Chen
Sarah Chen Engineering Lead
Workflows
Michael Ross
Michael Ross Product Manager
Analytics
Guest User
Guest User External Auditor
Admin Access
SSO Enforced
Updated 2m ago

Advanced access control

Role-based permissions and SSO integration.

audit_stream.log
1
[200] 09:14:22 GET /api/v1/health_check
2
[INFO] 09:14:23 Worker node_04 connected
3
[AUTH] 09:15:01 User admin@corp verified
4
[AUDIT] 09:15:02 Role assignment update
5
// Syncing to edge...
6
[200] 09:15:08 Config updated

Audit logging

Complete compliance and security oversight tracking.

User
Marketing
RESTRICTED
HR
ALLOWED
Screening
Automation

Organization management

Spaces, roles, and approvals for your team.

OpenAI
Gmail
Slack
HubSpot
Salesforce
Notion
Linear
GitHub
Teams
Dropbox
OpenAI
Gmail
Slack
HubSpot
Salesforce
Notion
Linear
GitHub
Teams
Dropbox

Pre-built & custom integrations

100+ pre-built integrations plus custom connectors for your internal systems.

Alice
Alice 10:42 AM
We need a connector for our internal CRM. Is this possible?
James
James 10:43 AM
Sure! Can you share the API spec?
Alice
crm_api_spec.pdf
James
Got it. I'll have the connector ready by tomorrow.
James
James Next day
Connector is live!
Alice
Thank you!

Dedicated Engineer Support

Work side-by-side with our engineers to remove blockers and accelerate your workflow development.

AWS Bedrock Claude 3.5 Sonnet
Azure OpenAI GPT-4 Turbo
Meta Llama 3 Self-hosted 70B

Private model hosting

Use Bedrock, Azure AI, or your own models securely.

On-Prem
Jinba
Private

On-premises or private cloud hosting

Run Jinba in your own environment with full data control.

Team Permissions
128 Active
Sarah Chen
Sarah Chen Engineering Lead
Workflows
Michael Ross
Michael Ross Product Manager
Analytics
Guest User
Guest User External Auditor
Admin Access
SSO Enforced
Updated 2m ago

Advanced access control

Role-based permissions and SSO integration.

audit_stream.log
1
[200] 09:14:22 GET /api/v1/health_check
2
[INFO] 09:14:23 Worker node_04 connected
3
[AUTH] 09:15:01 User admin@corp verified
4
[AUDIT] 09:15:02 Role assignment update
5
// Syncing to edge...
6
[200] 09:15:08 Config updated

Audit logging

Complete compliance and security oversight tracking.

User
Marketing
RESTRICTED
HR
ALLOWED
Screening
Automation

Organization management

Spaces, roles, and approvals for your team.

OpenAI
Gmail
Slack
HubSpot
Salesforce
Notion
Linear
GitHub
Teams
Dropbox
OpenAI
Gmail
Slack
HubSpot
Salesforce
Notion
Linear
GitHub
Teams
Dropbox

Pre-built & custom integrations

100+ pre-built integrations plus custom connectors for your internal systems.

Alice
Alice 10:42 AM
We need a connector for our internal CRM. Is this possible?
James
James 10:43 AM
Sure! Can you share the API spec?
Alice
crm_api_spec.pdf
James
Got it. I'll have the connector ready by tomorrow.
James
James Next day
Connector is live!
Alice
Thank you!

Dedicated Engineer Support

Work side-by-side with our engineers to remove blockers and accelerate your workflow development.

AWS Bedrock Claude 3.5 Sonnet
Azure OpenAI GPT-4 Turbo
Meta Llama 3 Self-hosted 70B

Private model hosting

Use Bedrock, Azure AI, or your own models securely.

Talk to Our Team

Discuss answering client group exposure requests with Jinba. Contact sales to scope the sources, review rules, deployment requirements, and evaluation criteria for your department.

Book a Demo

Frequently Asked Questions

Everything you need to know about Jinba. Can't find the answer you're looking for? Reach out to our support team.

Does Jinba replace every enterprise search capability?

Evaluate the specific job. Jinba Brain focuses on company-defined knowledge and validated linked records, while enterprise search products support broad information discovery. The Brain overview places its specialized knowledge layer above general-purpose data layers. A pilot can determine whether Jinba complements your search tools or replaces a particular workflow.

How would a credit exposure answer be calculated?

The overview illustrates identifying the legal entities in a client group and aggregating credit lines according to company rules. Define whether the workflow counts approved limits, drawn balances, or another measure, and how it treats amendments. Missing or conflicting records should route to review rather than be filled in by the model.

How do teams build and run the workflow?

Builders describe the process in Jinba Flow, refine its visual flowchart, and test it with representative data. Workflows can be deployed as APIs, batch processes, or MCP servers. Authorized business users run approved workflows in Jinba App through chat and generated input forms. Knowledge connections and review rules must be configured for your use case.

What validation and approvals are included?

The Brain overview describes checks for schema conformance, referenced IDs, duplicates, and source hashes, followed by reviewer approval before records are saved. The example workflow adds department-specific hold rules. Source validation does not prove every business statement is correct; reviewers and evaluations still need to test the records and resulting answers.

What can our team trace during review?

The overview describes each knowledge record retaining its source path and SHA-256 hash, with full record change history. Jinba also provides platform audit logging. Configure the workflow log to link validation and reviewer decisions to the records used. A hash supports integrity checking; it does not prove that the source is factually correct.

Can we run Jinba on our infrastructure?

Jinba offers on-premise and private-cloud deployment. The Brain overview describes unmodified raw data in an on-premise store. For an air-gapped requirement, agree a locally hosted model and source connections that work within the network boundary. Managed services such as AWS Bedrock or Azure AI require connectivity and are not interchangeable with a fully disconnected deployment.

How should we start and measure success?

The Brain overview proposes a 4 to 8 week pilot in one department, with results measured on your own questions. Agree source systems, schema definitions, reviewers, an evaluation dataset, and acceptance criteria first. Treat pilot timing and any accuracy, response-time, or token-cost benefit as things to validate for your deployment, not guaranteed outcomes.

Build your governed workflow with Jinba

Talk to our team about your process, integrations, and deployment requirements.

Book a Demo