Finance teams drown in manual work
Payment data across POS, banks, marketplaces, wallets, ERPs, and settlement files takes too long to reconcile and too long to audit.
Enterprise AI services, designed around your data
Make smarter decisions 10x faster.
Your teams are spending too much time on work that AI can do better: reconciling numbers, chasing reports, reading documents, monitoring batches, and managing exceptions. Trangile replaces that friction with intelligent automation that works quietly, accurately, and at scale.
- 99%+
- Document extraction accuracy delivered in logistics workflows
- 95%
- Cost savings achieved in AIRA reconciliation programs
- 90%
- Efficiency improvement across automated reconciliation cycles
- 60%
- Reduced processing time for document-heavy operations
Our AI services focus on practical enterprise work: reading documents, reconciling payments, monitoring batches, answering operational questions, training support bots, detecting exceptions, and connecting outputs back into ERP, POS, WMS, ticketing, analytics, and approval workflows.
The challenge
Most enterprise AI never gets past the demo.
We do not need another tool. We need AI that solves real problems, runs reliably, and earns trust over time.
Every enterprise has seen the same pattern: a pilot that looked impressive, a deployment that stalled, and teams that went back to spreadsheets, manual reports, and exception firefighting. The gap between AI promises and AI that works in production is still large.
Trangile closes that gap by building AI around real enterprise workflows, not generic templates. Every solution is designed to be predictable, auditable, integrated, measurable, and useful to the teams who have to operate it every day.
Decisions wait for stale reports
By the time a report lands, pricing has moved, inventory has changed, and leadership is already asking the next question.
Operations firefighting consumes experts
Overnight POS failures, support backlogs, recurring tickets, and manual SOPs pull skilled teams away from higher-value work.
Documents slow every function down
Invoices, contracts, customs documents, RFPs, onboarding forms, and statements still move through too many manual checks.
What Trangile AI Lab delivers
AI that gets into production because it is built around the work, not the demo.
Every capability we build starts with the actual workflow: the files users touch, the systems they log into, the exceptions they chase, the approvals they wait for, and the reporting pressure they carry. That is why our AI services combine business logic, data engineering, integration, governance, and support from day one.
Process Intelligence
We map manual steps, exception paths, data formats, approval gates, and handoffs before building automation.
Data & AI Engineering
We create ingestion pipelines, semantic search, vector stores, rules engines, matching logic, and model workflows.
Enterprise Integration
We connect AI with ERP, POS, WMS, Oracle Retail, databases, APIs, spreadsheets, email, dashboards, and cloud platforms.
Adoption & Governance
We design review flows, role-based access, audit trails, escalation logic, deployment choices, and support models.
What we build
AI solutions for every pain point.
Each service below solves a specific, measurable business problem. None of them are experiments. They are built from real enterprise workflows: reconciliation, analytics, documents, tenders, pricing, operations, and monitoring.
Finance
AIRA - Smart Reconciliation
Closes your books in minutes instead of weeks. AIRA pulls data from every payment channel, matches it intelligently, catches every discrepancy, and delivers an audit-ready report without a single manual step.Analytics
AIQ - Ask Your Data Anything
Stop waiting for an analyst to pull the report. AIQ lets business users ask questions in plain English and get charts, numbers, context, and recommendations from live data.Intelligence
AI Agent - Your Private Expert
An assistant that knows your business: trained on your data, processes, documents, and history. It runs inside your environment and keeps enterprise context under control.Operations
Operations AI - Self-Healing Systems
When a batch job fails at 2am, the system detects the failure, diagnoses it, runs the right fix, and restarts the workflow in minutes without human involvement.Pricing
Pricing Intelligence - Stay Ahead
Know what competitors charge automatically, daily, across platforms and marketplaces, so pricing teams act on current insight instead of chasing spreadsheets.Bidding
Tender Intelligence - Win More Bids
AI reads the RFP, extracts requirements, builds BOQs, and shows whether pricing is aggressive, competitive, or overpriced before the bid is submitted.Documents
Document Processing - Zero Manual Entry
Invoices, purchase orders, contracts, identity documents, and customs files are read, extracted, validated, and routed into workflows with exceptions clearly flagged.Stores & Warehouses
AI Video Monitoring - Smarter Operations
AI identifies unsafe behavior, policy violations, queue buildup, vehicle movement, and operational gaps in real time so managers can act early.AI delivery model
A bridge from operational complexity to measurable AI outcomes.
Start
Messy enterprise inputs
PDFs, Excel files, bank statements, POS feeds, ERP records, shipment documents, camera feeds, tickets, emails, SOPs, RFPs, and dashboard data.
Map
Process, systems, exceptions, and success metrics.
Engineer
Pipelines, extraction, matching, rules, and integrations.
Validate
Human review, accuracy checks, audit trail, and controls.
Operate
Dashboards, alerts, monitoring, tuning, and improvement.
Outcome
AI-ready business operations
Structured data, faster reconciliations, fewer tickets, validated documents, monitored batches, operational alerts, and trusted analytics.
AI accelerators
Additional AI services built for pricing, tenders, operations, analytics, and production scale.
Pricing Intelligence
Track competitor pricing automatically, daily, across marketplaces and platforms so pricing teams act on current insight instead of chasing spreadsheets.
Tender Intelligence
Read RFPs, extract requirements, build BOQs, benchmark pricing, and evaluate competitiveness before bid submission.
Market Analysis Agent
Extract and normalize competitor, assortment, pricing, and product data with NLP classification and Power BI visibility.
PO Automation
Create purchase order recommendations from demand forecasts, stock levels, sales velocity, supplier performance, approvals, and compliance rules.
Self-Healing Operations
Detect batch failures, diagnose likely causes, execute approved remediation, restart jobs, notify teams, and retain the complete audit trail.
Knowledge Assistants
Securely ingest SOPs, contracts, tickets, dashboards, and enterprise records into role-aware assistants with traceable responses.
Security & Governance
Keep AI predictable with role-based access, private deployment choices, audit trails, data lineage, human validation, and compliance gates.
Managed AI Operations
Monitoring, tuning, support, release management, model performance checks, prompt updates, retraining cycles, and improvement backlog.
Client outcomes
What actually happened when enterprise teams went live with Trangile AI.
95%
cost savings across reconciliation programs
14 days to 2 days
tender costing turnaround for EPC bids
60-70%
L1 support workload handled by AI workflows
99%+
accuracy in validated extraction and matching flows
Fashion & Apparel Retail, Middle East
A multi-country retail group automated reconciliation across UAE, Oman, and Qatar.
90% effort eliminated, 99%+ accuracy Bank statements, merchant reports, POS feeds, ERP records, and settlement data now move through one reconciliation flow with stronger exception handling and audit-ready reporting.
3 countries
Month-end ready
Audit trail
- Normalized country-specific settlement formats and merchant files.
- Flagged mismatches, missing settlements, duplicates, and exception reasons.
- Gave finance teams a cleaner close pack instead of manual spreadsheet rooms.
Fashion & Apparel Retail, India
AIRA unified store, ERP, bank, wallet, card, UPI, and marketplace reconciliation.
Multi-mode reconciliation at retail scale Cash, cards, UPI, wallets, gift vouchers, Flipkart, Myntra, Limeroad, POS, ERP, and bank records are matched through automated pipelines with human review where needed.
All tender types
Fewer breaks
Review queue
- Connected store tenders, marketplaces, ERP, and bank feeds into one control layer.
- Separated auto-matched transactions from cases needing finance review.
- Improved visibility for store operations, finance, and reconciliation owners.
Home, Lifestyle & Fashion Retail, Middle East
A multi-brand retail group brought physical stores, eCommerce, and payment providers into one finance view.
Cleaner closures across brands and channels AIRA connected Microsoft Dynamics 365/Navision, payment providers, stores, and online channels to reduce manual reconciliation and improve month-end traceability.
D365/Navision
Multi-brand
Channel control
- Mapped reconciliation across physical stores, eCommerce, and provider statements.
- Created structured exception handling for payment gaps and settlement delays.
- Reduced dependency on isolated manual trackers across business units.
Data Centre EPC, Multi-Region
Tender teams accelerated strategic costing for complex Tier III and Tier IV data centre projects.
14 days to 2 days, 90% BOQ automated RFP intelligence, BOQ generation, pricing engines, competitiveness scoring, and a tender knowledge layer helped engineering teams respond faster with disciplined cost logic.
RFP intelligence
BOQ engine
Bid scoring
- Read technical RFPs across electrical, HVAC, civil, fire, security, BMS, and cabling.
- Converted requirement extraction into BOQ and pricing recommendations.
- Helped teams benchmark competitiveness before bid submission.
Retail Operations, Hong Kong / APAC
POS upload failures that woke engineers at 2am now resolve through self-healing operations.
90 minutes to under 3 minutes Kafka, Oracle DB, Redwood Scheduler, MongoDB, Python automation, restart logic, and notifications detect, remediate, log, and monitor batch failures across countries.
24x7 coverage
Auto restart
Failure logs
- Detected missing POS uploads, inventory refresh issues, and overnight job failures.
- Diagnosed root causes and triggered deterministic remediation steps.
- Created support visibility through alerts, restart logs, and operational dashboards.
Healthcare Technology, USA
QA teams generated regulated test scenarios faster without losing human review control.
Faster releases with stronger traceability LLM workflow extraction, Given/When/Then scenario generation, version-hash gating, human approval, and conformance measurement reduced manual QA effort for clinical trial software.
HITL review
Traceability
Version gating
- Parsed specifications into structured scenarios aligned to regulated workflows.
- Generated test cases with review controls before release inclusion.
- Improved coverage visibility and reduced repetitive QA authoring effort.
Business outcomes
Every AI service is designed to move a number the business already cares about.
Speed
Reconciliation cycles reduced from days to minutes; document processing and QA turnaround accelerated.
Accuracy
99%+ document extraction accuracy delivered, with stronger matching, classification, and validation controls.
Cost
Up to 95% cost savings in reconciliation programs and lower manual validation effort in document workflows.
Visibility
Real-time exception summaries, dashboard visibility, natural-language insights, and operational alerting.
Governance
Human review, audit trails, role-based access, deployment controls, and traceability across outputs.
Scale
Reusable AI workflows across stores, banks, marketplaces, geographies, warehouses, and enterprise systems.
Product walkthroughs
See how enterprise users interact with AI agents, reconciliation workflows, and operational intelligence.
Trangile AI Agent
Conversational access to enterprise intelligence across departments, documents, and systems.
AIRA - AI Reconciliation Agent
Payment reconciliation simplified for retailers, e-commerce enterprises, BFSI, QSR, logistics, and hospitality.
Where Trangile AI fits
Industry-ready AI services for document-heavy, transaction-heavy, and operations-heavy businesses.
01
Retail & eCommerce
Payment reconciliation, marketplace settlement matching, returns validation, POS upload monitoring, customer support automation, and AIQ-led performance insights.
02
Logistics & 3PL
Shipment document processing, customs extraction, invoice validation, partner onboarding, SLA monitoring, warehouse visibility, and exception dashboards.
03
Manufacturing & Warehousing
Video monitoring, workforce activity analytics, vehicle recognition, compliance alerts, labor tracking, inventory refresh monitoring, and operational reporting.
04
BFSI & Finance Operations
Statement processing, settlement reconciliation, anomaly detection, document validation, finance workflow automation, audit trails, and controlled review queues.
05
Healthcare Technology
AI-assisted test generation, requirement parsing, traceability, specification-to-scenario workflows, review governance, and faster regulated release cycles.
06
Infrastructure & EPC
Tender intelligence, RFP extraction, BOQ generation, pricing estimation, competitiveness scoring, document search, and bid knowledge management.
07
Consumer Goods & Distribution
Demand signals, purchase order automation, supplier recommendations, compliance checks, inventory analytics, and market intelligence agents.
08
Enterprise IT & Support
L1 ticket automation, Oracle Retail support workflows, batch monitoring, on-screen SOP automation, escalation management, and knowledge assistants.
Why Trangile
We do not sell AI. We solve operational problems with it.
Retail and enterprise workflows are in our DNA
We understand how POS systems fail, how reconciliation actually breaks, how finance teams close, and how operations teams recover from the same issues repeatedly.
Your data stays under your control
AI services are designed around your environment, systems, access rules, and deployment preference so sensitive financial and operational data stays governed.
We stay after the demo
Production AI needs monitoring, tuning, release management, support, and continuous improvement. Trangile stays close to the teams using the system.
Every output needs a reason
Finance, compliance, and operations teams need answers with sources, reasons, confidence, exceptions, and audit trails, not black-box recommendations.
Capabilities improve with every engagement
Patterns from reconciliation, documents, retail support, pricing, tenders, and monitoring make the next deployment faster, sharper, and more reusable.
Built for scale from day one
The same foundations that process one store, one document type, or one support queue can scale across regions, brands, channels, and business units.