Insurance Claim Processing
AI reads claim documents, cross-references policy terms, validates supporting evidence, and auto-approves 70% of straightforward claims. 4-day process reduced to 4 hours. Human reviewers handle only complex edge cases.
AI Automation Agency — Bengaluru
We Don't Just Automate — We Build AI Systems That Think, Decide, and Act
Most "AI automation" companies give you Zapier with a markup. We build custom AI agents that read documents, make decisions, and execute workflows — end to end, no human in the loop.
Get an AI Automation Roadmap40+ automations deployed85% avg time reduction₹12Cr+ saved for clients
What Separates Us
AI Agents, Not Glorified If-Else Rules
01
AI Agents, Not Zapier Zaps
We build agents that understand context, not just if-this-then-that rules. Claude and GPT-powered decision engines that handle exceptions, ambiguity, and edge cases your current automation can't touch.
02
End-to-End Workflow Automation
From document ingestion to decision to action. Invoice processing, claim adjudication, order fulfillment — fully autonomous pipelines. Not just "extract text" — the whole workflow, soup to nuts.
03
Custom Models, Not SaaS Subscriptions
Your data, your models, your IP. On-prem or private cloud. No per-seat licensing that scales your costs linearly. Fine-tuned models that get better with your data over time.
Real Automations Running in Production
What AI Automation Actually Looks Like
Manufacturing Quality Inspection
Computer vision on the production line detects defects at 99.2% accuracy. Auto-rejects faulty units and alerts supervisors. Replaced 12 manual inspectors while improving detection rates from 87% to 99.2%.
HR Onboarding Automation
End-to-end autonomous onboarding: document collection, background verification via API, offer letter generation, IT provisioning, and compliance training scheduling. Handles 500+ hires/year with zero HR bottlenecks.
AI Automation vs RPA
Why Traditional Automation Isn't Enough
| Capability | Traditional RPA | AI Automation (Our Approach) |
|---|---|---|
| Data Handling | Structured only (forms, spreadsheets) | Structured + unstructured (PDFs, emails, images, speech) |
| Decision Making | Rule-based, breaks on exceptions | Context-aware, handles ambiguity and edge cases |
| Maintenance | Constant — breaks when UI changes | Self-adapting — learns from data patterns |
| Scalability | Linear cost increase per bot | One model handles infinite volume |
| Learning | None — same performance forever | Improves with more data over time |
| Best For | Simple, repetitive, structured tasks | Complex decisions, document understanding, exceptions |
Architecture
Our AI Automation Stack
Layer 1
AI / ML
Claude API and GPT-4o for document understanding and decision-making. Custom fine-tuned models for domain-specific tasks. YOLOv8 for computer vision. Whisper for speech processing.
Layer 2
Orchestration
LangChain for AI agent chains. n8n and Temporal for workflow orchestration. Apache Airflow for batch processing. Custom decision engines for complex business rules.
Layer 3
Integration
REST APIs and webhooks for real-time connectivity. Kafka and RabbitMQ for event-driven architectures. Pre-built connectors for SAP, Salesforce, Oracle, Zoho, and custom ERPs.
Layer 4
Infrastructure
AWS and GCP for cloud deployments. Docker and Kubernetes for containerized workloads. On-prem GPU servers for data-sensitive clients. Prometheus and Grafana for monitoring.
40+
AI Automations Deployed
₹12Cr+
Annual Savings for Clients
85%
Average Process Time Reduction
99.2%
AI Decision Accuracy
Our Process
From Audit to Production in 8 Weeks
Process Audit
Map your current workflows, identify automation candidates, rank by ROI. Deliverable: automation roadmap with prioritized opportunities.
→ Automation RoadmapAI Prototype
Build a working prototype for the highest-impact workflow. Test with real data. Validate accuracy and edge cases.
→ Working PrototypeProduction Build
Harden the prototype, add error handling, integrate with your existing systems. Load testing and security review.
→ Production-Ready SystemDeploy & Train
Go live with monitoring, alerting, and runbooks. Train your team on the new system. 30-day support included.
→ Live DeploymentInvestment
Transparent Pricing
Most agencies hide pricing. We don't. Exact costs depend on scope — we provide a detailed estimate after the process audit.
Single Workflow
₹3-8L6-8 weeksOne AI-automated workflow — invoice processing, claims handling, or resume screening. Includes process audit, build, and deployment.
Department-Wide
₹10-25L3-6 monthsMultiple connected workflows for an entire department. Shared AI models, unified dashboard, and cross-process optimization.
Enterprise
On RequestScoped per engagementOrganization-wide AI automation with custom models, on-prem deployment, team training, and long-term support.
Contact UsClient Testimonials
What Our Partners Say
"Cartoon Mango was great to work with. They improvise and provide 24X7 support."
Gaurav SaxenaMedia Manager — BCCI
FAQ
Common Questions About AI Automation
AI automation uses machine learning and natural language processing to handle unstructured data and make decisions — unlike RPA which follows rigid if-this-then-that rules. RPA breaks when a form field moves or a PDF format changes. AI automation reads documents like a human, understands context, and handles exceptions. We use both: RPA for structured, predictable tasks and AI for everything else.
We Have Delivered 100+ Digital Products
Sports and Gaming
IPL Fantasy League
Innovation and Development Partners for BCCI's official Fantasy Gaming Platform
Banking and Fintech
Kotak Mahindra Bank
Designing a seamless user experience for Kotak 811 digital savings account
News and Media
News Laundry
Reader-Supported Independent News and Media Organisation
Tell Us What's Eating Your Team's Time
Share the process that drains your team. We'll respond with an automation roadmap and ROI projection — not a sales pitch.
- Process audit for your use case
- ROI estimate with payback timeline
- Engineering-first conversation, no fluff
Your information is secure. We never share your data.
