Rajipo / Industries / Finance
AI that holds up under audit.
Reconciliation, analysis and reporting for teams where every number needs a source and every action needs a trail — discipline we learned in regulated clinical environments.
Analysis · decision support · automation
Finance is where “roughly right” isn’t. Our agents match, flag and draft — but controllers approve, thresholds bind, and every entry links back to its evidence. Controls aren’t a feature we add; they’re the architecture.
- Four-eyes approval gates
- Evidence-linked entries
- Controls as architecture
18:44:02 recon.agent → 1,204 transactions matched · 7 open
18:44:04 match.agent → 5 exceptions resolved · rules cited
18:44:05 guardrail.policy → 2 items above threshold · escalated
18:44:07 controller.human → journal entries approved · four-eyes met
18:44:08 ledger.tool → entries posted · references linked
18:44:09 trace.audit → full decision trail stored
overnight eval.suite → close checklist replayed · pass
Where AI pays off
The work agents can carry in finance.
01
Reconciliation agents
Transactions matched at scale; exceptions structured and escalated with their evidence attached.
02
Variance & analysis narratives
The numbers explained in plain language — drivers, deltas and sources, drafted for review.
03
Document processing
Invoices, statements and intake documents read, validated and posted through approval.
04
Decision support
Recommendations that show their reasoning, built for audited environments.
05
Compliance monitoring
Policy thresholds watched continuously; breaches flagged with context, never silently.
06
Reporting copilots
Recurring packs assembled from governed sources — reviewed by people, on time.
How engagements run here
The rules of the road, in your domain.
- Four-eyes and threshold gates are configured to your control framework
- Every posted entry links to the evidence and reasoning behind it
- Close-cycle playbooks are replayed in evals before month-end trusts them
Systems we meet
- ERP / GL
- Spreadsheets & warehouses
- Document stores
- Banking feeds
Finance
Bring us the close, the backlog or the audit finding — we’ll show you what agents can carry.
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