aminobots lens — mis · ● live in production

scheduled reports + natural-language bi.

Running live in a regulated NBFC. Ask "NPAs over 90 DPD by branch" and get the chart in under 2 minutes — no SQL, fully audit-logged. AUM · Collections · NACH · Custom MIS. Banking guardrails prevent hallucinated joins. RBI + Basel III-aligned architecture, replicable for any regulated financial institution globally.

book a demo see live customers
production outcomes · live nbfc deployment
<2 min
full MIS report generation
6+
MIS types automated
100%
audit-trail coverage
0 SQL
knowledge required by analysts
01 · capabilities
what's inside
  • Scheduled report agentCron or event triggered. AUM · Collections · NACH · Custom MIS. Multi-source pull from CBS, LMS, GL.
  • Natural-language BIAsk 'NPAs over 90 DPD by branch' — get the chart in seconds. No SQL knowledge required.
  • Banking guardrailsSchema-aware. Blocks hallucinated joins. Cross-checks aggregates against control totals.
  • Batch LLM narrativeSmall-model batch inference layer turns aggregated numbers into stakeholder-ready prose.
  • Multi-channel deliveryEmail · Slack/Teams · CDN secure links · BI dashboard embed. Stakeholder gets it where they live.
  • RBI report templatesCRR, SLR, NPA reporting templates pre-built. Tie-out to source records.
02 · architecture
data sources in. answers out.

CBS, LMS, GL, CKYC schemas pre-trained. NL query passes through schema-aware NL→SQL transpiler with banking guardrails. Batch LLM narrative composer turns numbers into prose. Render engine produces XLSX or PDF. Delivery hits email, Slack, CDN.

cbs · lms · gl · ckyc · external apis
  ↓
nl→sql + banking guardrails
  ↓
batch llm narrative · xlsx · pdf
  ↓
email · slack · dashboard · audit log
03 · lighthouse
live in production
lending · nbfc · bfsi

Lens MIS @ IFHL

Scheduled MIS engine running live for a regulated NBFC. AUM, collections, and NACH reports auto-generated on cron. Analysts query portfolio health in plain English — no SQL, no manual extraction. Read the case →

<2 min
report turnaround
6+ types
MIS automated
RBI-ready
audit trail included
ready to evaluate

start with a diagnose.

Two to three weeks. Five to ten lakh. A written scorecard with topology recommendation, cost ranges, and remediation plan. No commitment to build.

request diagnose
DPDP + RBI compliant Basel III · SOX-aligned architecture 100% audit trail · zero hallucinated joins replicable for any regulated FI globally India residency · on-prem option