AGENT TEMPLATE

Refund Resolver
System

Autonomous Fintech Logic Engine (AFLE). The "Last Mile" Settlement Specialist designed to bridge the gap between legacy travel data (GDS) and modern financial rails for instant, secure payouts.

Settlement Latency

From 10-14 days to instant payout

<2m

Unauthorized Leakage

Autonomous blocking over set thresholds

0%

Audit Compliance

Automated BEFTN/NPSB format generation

100%

Operational Blueprint

A multi-tiered validation and execution stack that securely processes complex refund logic without human intervention.

Contextual Intake & Normalization

Ingests raw booking data (PNR), customer metadata, and financial variables. It autonomously normalizes disparate inputs—like varied currencies and airline-specific codes—into a standardized, clean JSON schema.

Risk-Tiered Routing

Before execution, the engine runs a rigorous "Logic Gate" check. Based on pre-set enterprise risk thresholds, it determines if a transaction is safe for Instant Disbursement or requires Cryptographic Manager Authorization.

MFS/Banking Integration Layer

The "Brain" directly communicates with specialized payout adapters like bKash, Nagad, or Bank APIs. It elegantly handles network delays via asynchronous processing and safely manages transaction state transitions.

Temporal Reconciliation

Post-transaction, the system performs an automated "Close-of-Day" audit. It converts UTC-stored records into localized, timezone-accurate datasets, ensuring the Finance team receives a single, unified source of truth.

The Competitive Moat: State-Machine Safety

Unlike rigid RPA scripts, this engine utilizes a State-Machine Architecture to recover from bank failures without human intervention. Its Typed Financial Schema prevents floating-point errors, and its Passive Integration edge allows it to sit on top of legacy Amadeus/Sabre systems without risky direct-access modifications.

BENEFITS

Deploy your AI Agents in 4 Easy Steps

From discovery to going live, your new automated operations team can be set up in weeks.

STEP 1

Agent Discovery

Explore the AI Landscape. Pitch us your current pain points or share with us your goals and we will map the perfect ai solution for you.

Strategic Mapping

Discovering value nodes

STEP 2

Architecture & Integration

We design the AI agent architecture and map out the exact integration points securely connecting to your legacy platforms, APIs, and existing tech stack.

Architecture Flow

STEP 3

Development & Training

Our engineers custom-build and train your AI agents using your historical data, financial thresholds, and existing standard operating procedures.

Model Training99%
STEP 4

Go Live & Pilot

We deploy the automated workflows into a live 2-week pilot, training your team on the new tools while we monitor and optimize.

System Online

Pilot Phase Active

FEATURES

Integrate with the Best Business Tools

OGRO OS works seamlessly with the financial APIs, legacy databases, and communication platforms you already use.

Amadeus / Sabre

Securely extract booking and PNR data directly from legacy travel systems.

MFS Gateways

Integrate natively with bKash and Nagad for instant low-value disbursements.

NPSB / BEFTN

Auto-generate bulk bank settlement files in perfectly compliant formats.

Slack

Alert managers instantly for high-risk manual authorizations inside Slack.

Amadeus / Sabre

Securely extract booking and PNR data directly from legacy travel systems.

MFS Gateways

Integrate natively with bKash and Nagad for instant low-value disbursements.

NPSB / BEFTN

Auto-generate bulk bank settlement files in perfectly compliant formats.

Slack

Alert managers instantly for high-risk manual authorizations inside Slack.

Deployment Investment

Clear and scaled for your success.

One-Time Build Fee

A flat fee to custom-architect, develop, and integrate the AI system specifically for your operational ecosystem.

Low Risk

2-Week Free Pilot

We launch the system side-by-side with your team for two full weeks. Measure the ROI and speed instantly before long-term commitment.

Monthly Retainer

Covers cloud compute, continuous model training, integration scaling, and priority support to ensure 100% uptime.