Build with Gemini XPRIZE · Small Business Services

Siskeu BUMDes AI Operator

AI-operated financial assistant for BUMDes monthly report workflows. Gemini generates the briefing, LynkMesh provides deterministic application context, and ExecutionLog records the run for human review.

Siskeu BUMDes domain LynkMesh context layer Vertex AI Gemini ExecutionLog audit trail Human approval
Current evidence target

Product-running proof should show live Gemini, synthetic/redacted data, LynkMesh context pack, successful run, and approved human review.

Live Runs: 0 Stub Runs: 0 Model: gemini-2.5-flash
0Total runs
0Succeeded
0Failed
0Human reviewed
0Approved
0Live Gemini runs
0Stub runs
0Gemini tokens
0LynkMesh packs
AI-operated workflow

Monthly Report Briefing Flow

The demo flow uses synthetic/redacted report data. The AI explains, checks, and proposes; human operators approve final financial decisions.

1. Report InputSynthetic/redacted BUMDes monthly report.
2. LynkMesh ContextDeterministic application context pack.
3. Gemini BriefingPlain-language explanation and watch items.
4. ExecutionLogPrompt, model, tokens, context pack, run ID.
5. Human ReviewApproval before financial use.
Interactive Report Input

Run Gemini Briefing

This calls POST /agents/report-explanation/run. Keep demo data synthetic/redacted.

Run: - Status: - Model: - Runtime: - Parse: -

AI Briefing Preview

Run a briefing to show the generated summary here.

Human Review

Approve the latest generated run for product-running evidence.

Raw run response

{}
LynkMesh Grounding Layer

Trusted Context Below the AI

Before Gemini explains a financial report, LynkMesh provides deterministic context from the Siskeu BUMDes application workflow. This separates machine-verifiable software facts from AI-generated interpretation.

Context Pack Evidence

Context Source
LynkMesh
Context Pack ID
-
Graph ID
-
Build ID
-
Generator
-
Schema
-
Token Estimate
-

Why this is not just a prompt

Gemini is the reasoning engine.
LynkMesh is the context layer. ExecutionLog is the accountability layer.
Financial ReportsMonthly report, income statement, balance sheet.
Accounting ModulesJournal, ledger, chart of accounts, trial balance.
Control BoundaryRead-only context, no automatic posting.
Audit EvidenceContext pack ID recorded per run.
Screenshot anchor: #lynkmesh-grounding-layer
ExecutionLog History

Run History for Evidence and Review

Every agent run should produce one ExecutionLog, including failed runs. This table is the audit/evidence trail for the demo.

Created Agent Period Status Review Runtime Model / Tokens LynkMesh Context Prompt Run ID
No runs yet. Use the form above to generate a Gemini briefing.
Screenshot anchor: #executionlog-history
Do not overclaim: this demo does not perform fully autonomous accounting, does not automatically post ledger entries, and does not expose real BUMDes financial data.
Safe claim: deployed AI-operated financial assistant using Gemini on Google Cloud and LynkMesh context to explain synthetic/redacted BUMDes monthly reports with human approval.