AI Agents That Run Your Operations.
While Your Team Runs Your Business.
What a Sufalam Agent Actually Does
Reads & Understands
The agent monitors a live source and uses an LLM to read and understand the input in context — not pattern-match on keywords. An enquiry email, a KYC document, a transaction record — the agent comprehends it the way a trained human would.
Processes & Decides
It applies your business logic — rate cards, compliance rules, routing criteria, approval thresholds — and determines the correct action. Trained on your data. Configured for your workflows. Not a generic response model.
Executes & Delivers
It performs the action: generates a document, creates a record, sends a message, routes to a reviewer, or triggers a downstream workflow. Then logs every step for full auditability — every input, output and decision captured.
Six Production Agents. Built, Deployed and Operating.
These are not concepts or prototypes. These are agents that are live, running, and processing real operational data for businesses in Travel and Fintech today.
Autonomous Booking Bot
Travel
Handles complete end-to-end booking requests via WhatsApp and web interfaces. Understands natural language requests, queries live GDS availability (Amadeus / Sabre / Travelport), presents options to the customer, processes confirmation, creates PNR and issues tickets — without a human agent at any step in the execution.
See Full Agent DetailsWhatsApp Business API → NLP → GDS API → Ticketing System → Confirmation Delivery
24/7 booking capability. Handles concurrent bookings at unlimited scale.
Zero agent involvement at execution stage.
Travel Reconciliation Bot
Travel / Finance
Automatically matches GDS invoices against bank statement entries in the accounting system. Identifies commission discrepancies, fare differences and missing transactions. Generates a structured daily reconciliation report with flagged exceptions requiring human review.
See Full Agent DetailsGDS Invoice Feed → OCR Extraction → ERP Accounting → Discrepancy Engine → Exception Report
Daily reconciliation time: 4–6 hours → under 15 minutes.
Commission leakage identified and recovered on a daily basis.
Multi-Channel Recon Agent
Consolidates transaction data from multiple sources—bank feeds, payment service providers, and internal ledgers—and performs continuous reconciliation across all channels simultaneously. Identifies discrepancies by type, generates structured exception reports and routes each exception to the correct finance team member.
See Full Agent Details →Bank APIs + PSP feeds + ERP ledger → Reconciliation engine → Exception categorisation → Team routing
Batch end-of-day reconciliation replaced with continuous real-time processing. Exception identification time cut by 80%+. Reconciliation happens continuously instead of once at the end of the day.
Smart Gateway Switcher
Fintech
Monitors live success rates, response latency and error codes across multiple payment gateways simultaneously. When a gateway degrades below a defined performance threshold, the agent autonomously reroutes transaction traffic to the next best-performing gateway — without waiting for human instruction.
See Full Agent DetailsPayment Gateway Monitoring APIs → Performance Scoring Layer → Intelligent Routing Logic → Real-Time Switching
Payment success rate improvement of 6–12% in tested deployments.
Zero downtime during gateway failures.
Auto-Dispute Agent
Fintech
Monitors incoming chargeback notifications from acquiring banks. Automatically gathers all relevant transaction evidence from the ERP and connected systems — purchase confirmations, delivery records, customer communications. Assembles a structured, compliant dispute response and submits it within the required timeframe.
See Full Agent DetailsAcquiring Bank Webhook → ERP Transaction Records → Evidence Compilation Engine → Dispute Submission API
Chargeback response time: manual 48 hours → automated under 2 hours.
Win rate improved through completeness and consistency.
AI Engineered for Your Industry
Travel & DMC
Quotation automation, booking management, GDS integration, reconciliation, B2B partner communication, multi-currency operations and dynamic pricing analysis.
Email-to-Quote · Booking Bot · Reconciliation Bot
Fintech & Lending
Payment reconciliation, gateway management, chargeback defence, KYC processing, compliance routing, fraud detection and multi-ledger consolidation.
Multi-Channel Recon · Gateway Switcher · Auto-Dispute
Manufacturing & Wholesale
AI-driven procurement, demand forecasting, inventory intelligence, supplier analysis, production scheduling and stockout prevention.
AI Procurement Agent · Demand Forecasting Model
How an AI Consulting Engagement Works
Workflow Definition
We map the exact input, the processing logic, the decision rules and the expected output. Every parameter is documented before a line of code is written. This is where most agent projects fail — we invest the time upfront.
Build & Train
The agent is built, connected to your live systems and trained on your data — your rate cards, your compliance rules, your templates and your terminology. Training data quality directly determines output quality.
Test on Real Data
The agent is run against real operational data in a staging environment. Edge cases are identified and handled. Output quality is validated against your standards before any production exposure.
Deploy & Monitor
Live deployment with active monitoring for the first two weeks. Every input, output and exception is logged. We refine until the agent performs to specification consistently and sustainably.
