Solution
AI Customer Support
Answer routine questions instantly, escalate the rest with context.
- Typical timeline
- 4-8 weeks depending on knowledge base preparation
- Includes
- 8 components
- Engagement
- Fixed-scope project
- You receive
- Code, data & documentation
A large share of support requests are routine and repetitive, yet they occupy the same queue as the genuinely difficult ones. Customers wait, your team repeats itself, and after working hours nobody is answering at all.
What this solution does
An AI support layer sits in front of your team across website chat, WhatsApp and email. It resolves the routine questions from your own documentation, creates a ticket where follow-up is needed, and escalates anything it cannot handle confidently — with the full conversation attached so your agent does not start from scratch.
How it works
Knowledge base prepared
Your help documentation, policies, product information and past support answers are indexed so the assistant can retrieve the exact relevant passage.
Customer asks a question
On website chat, WhatsApp or by email. The assistant identifies the intent and retrieves the relevant content.
Answered or escalated
If the answer is in your content, it is given with a source reference. If not, the assistant says so plainly and creates a ticket rather than inventing something.
Escalation with context
Escalated conversations reach your team with the full transcript, the customer's history and the assistant's assessment of what is needed.
Gaps become improvements
Questions the assistant could not answer are reported as content gaps — usually the clearest list of what your documentation is missing.
The difference it makes
What changes once this is in place
Routine load absorbed
A substantial share of incoming questions are resolved without a person, freeing your team for the requests that need judgement.
Always available
Nights, weekends and holidays get a useful answer instead of a queue, which is when a good share of enquiries actually arrive.
Consistent answers
The same question gets the same approved answer regardless of who is on duty.
Your documentation improves
Unanswered question reports tell you precisely which gaps are costing you support time.
What's included
- Knowledge base ingestion from documents, help pages and past support tickets
- Website chat widget, WhatsApp and email channel integration
- Answers with source citations and explicit uncertainty handling
- Ticket creation with priority and category classification
- Escalation routing with full conversation context
- Multilingual support including Hindi and English code-mixing
- Agent dashboard: conversations, tickets, resolution status
- Reporting: resolution rate, escalation rate, content gaps, satisfaction
This is a good fit if
- You handle a meaningful volume of repetitive support questions
- Your product, service or policies are documented, or can be
- Customers contact you outside working hours
- Support volume is growing faster than you want to grow the team
Limitations you should know about
Every solution has constraints. We would rather you read them here than discover them after signing.
- Answer quality is bounded by your documentation; thin content produces an assistant that escalates almost everything
- Language models can be confidently wrong, which is why answers are restricted to retrieved content, sources are shown, and uncertain cases escalate
- It should not be the only channel for decisions carrying medical, legal or financial consequences — a person stays in that loop by design
- Angry or complex situations are best routed to a human immediately, and we build the triggers for that
- It will not resolve every query; a realistic expectation is deflection of routine volume, not elimination of your support function
Technology we typically use
- Claude API
- Retrieval-augmented generation with pgvector
- Python with FastAPI
- PostgreSQL
- WhatsApp Business API
- Next.js
Questions
AI Customer Support — common questions
What if it gives a wrong answer?
How much support volume will it actually handle?
Can it handle Hindi?
Does it replace our support team?
Services behind this solution
Industries we serve
- Retail & E-commerceAccurate stock, fast billing, and a direct channel you own.
- Healthcare & ClinicsShorter queues, retrievable patient history, billing that reconciles.
- Education & CoachingAdmissions, attendance, fees and parent communication, handled.
- Professional ServicesClient work, deadlines, documents and billing in one place.
Interested in ai customer support?
Tell us how your process works today. We will confirm whether this is the right fit and what it would take.