Consumer electronics D2C
- Challenge
- Support and sales needed shared conversation context.
- Simplileap solution
- WhatsApp bot with CRM handoff on low-confidence intents.
- Outcome
- CSAT 4.1/5 on bot-resolved threads.
// Automate
Customer Support Automation
Customer support scales poorly without automation. We build support automation that handles routine queries automatically, triages complex tickets intelligently, and routes them to the right agent, reducing load without sacrificing experience.
// Key benefits
What makes this service valuable
Intelligent ticket triage
Automatic categorisation, priority assignment, and routing of support tickets using NLP and business rules, ensuring the right agent gets the right ticket immediately.
Automated response for common queries
For queries with known answers, order status, policy questions, documentation requests, AI generates accurate responses without agent involvement.
Deflection metrics and optimisation
We track deflection rate, escalation rate, and CSAT impact, iterating on automation scope to maximise deflection without degrading customer satisfaction.
// Details
Support that scales without headcount scaling
Support automation at 30–50% deflection rate is realistic for most products. The key is identifying the query types that can be answered accurately without human involvement and building robust automation for those, not trying to automate everything.
We integrate with your helpdesk (Zendesk, Freshdesk, Intercom) and build automation layers that work within your existing support infrastructure.
// What this includes
- Query classification and triage
- Automated response generation
- Zendesk / Freshdesk / Intercom integration
- Escalation rules and SLA management
- Knowledge base integration
- Deflection and CSAT monitoring
- Continuous improvement from escalations
// Deliverables
What you receive
Every engagement produces clear, documented deliverables. Here is exactly what is included in our customer support automation service.
- 01Support automation implementation
- 02Helpdesk integration
- 03Triage and routing rules
- 04Deflection analytics dashboard
- 05Quality monitoring setup
- 06Operations runbook
// In practice
How customer support automation engagements run
Tier-1 automation targets repetitive intents — order status, password reset, refund eligibility — with escalation when sentiment or keyword rules fire. We connect to your helpdesk API (Zendesk, Freshdesk, Intercom) so bot conversations become tickets with full transcript context. Deflection on tagged intents and reopen rate are tracked against your pre-launch baseline in the first month.
// Stack & frameworks
Stack we use for this
AI & LLM
- OpenAI / Anthropic APIs
- LangChain pipelines
- RAG architectures
- Confidence thresholds
Integration
- Salesforce / HubSpot
- Zapier / Make
- Custom webhooks
- ERP connectors
Governance
- LangSmith observability
- PII handling
- Audit logs
- Rollback procedures
// Delivery
Simplileap execution framework
01
Architecture mapping
Dependencies, API contracts, compliance constraints, and performance budgets documented before sprint one.
02
Secure sprints
Two-week increments with GitHub access, demo recordings, and QA checkpoints, client visibility at every stage.
03
QA & handover
Automated tests on critical paths, security review, runbooks, and knowledge transfer to your team.
// Proof
Real deployments from Bangalore
// Engagement models
How teams engage us
Currency
| Package | Ideal for | Investment | Includes |
|---|---|---|---|
| Workflow automation | Ops teams | ₹3L – ₹10L |
|
| AI / LLM integration | Product teams | ₹4L – ₹12L |
|
| RPA implementation | Back-office | Scoped per process |
|
// Company and service positioning
Company and Service positioning is reviewed for production delivery standards by Harsha Parthasarathy (Co-Founder, Strategy & Operations 24+ years IT veteran, IBM, Global Delivery, Program Management) and Keshav Sharma (Co-Founder, Engineering and Lead Architect, Full-stack engineering, product delivery and technical standards).
CIN
AAU-8582
Startup India
DIPP83124
Founded
November 2020
Office
Residency Rd, Bengaluru, India
// FAQ
Common questions about customer support automation
What deflection rate is realistic?+
30–50% deflection is achievable for most SaaS products within 3–6 months of implementation. High-deflection products (simple consumer apps) can reach 60–70%. The key metric is deflection at acceptable CSAT, high deflection with declining CSAT is not a success.
Ready to get started with customer support automation?
Share your requirements with our team. We respond within one business day with a clear plan from discovery to delivery.