Customer complaints get lost in personal email inboxes with no SLA tracking.
Clients escalate to senior executives over simple unresolved tickets.
M-08 · Customer & Service
Helpdesk and ticketing system
Multi-channel ticketing with AI classification, vector knowledge search, and SLA tracking
- Typical timeline
- 3–6 weeks
- Core team
- Support Systems Engineer, AI Engineer
- Primary platforms
- Odoo Helpdesk · Zoho Desk · Zendesk Integration
- Method
- IDEA · D-01 to A-02
Why the current way breaks
What this looks like on a normal Tuesday
What we build
Engineered capabilities, not generic templates
AI Intent Triaging & Sentiment Analysis
Inbound messages are classified by problem type, urgency, and customer sentiment before assignment.
Technical detail
NLP intent classification, vector semantic search over internal documentation.
Outcomes
Triaged
Every ticket on arrival
Categorized and routed by rule or AI, with a human fallback.
One queue
Email, portal and chat
Nothing answered twice, nothing missed.
We measure your baseline in discovery and report against it. No borrowed percentages.
Automation built in
Workflows that run on top of this module
Customer Message → AI Classification & Knowledge Resolution
Inbound customer inquiry is analyzed by AI; high-confidence answers are verified and sent automatically, while edge cases escalate to specialists.
- Customer Message Ingest
- AI Intent & Category Match
- Knowledgebase Vector Search
- Confidence Verification Gate
- Automated Reply or Escalation
Event-driven trigger with retry queue · human sign-off where set
Services
What we offer for Helpdesk & Support
Buy one service or the whole set. Each card links to the page that covers it in depth.
Process mapping
How Helpdesk & Support work runs today, including the spreadsheets nobody mentions.
Configuration
Helpdesk & Support set up on the platform that fits, standard features first.
Data migration
Existing Helpdesk & Support records cleaned, de-duplicated and moved.
Integrations
Helpdesk & Support connected to the tools that stay.
Automation
The repetitive Helpdesk & Support paperwork automated, with approval gates.
Training
Role-based training and recorded guides for Helpdesk & Support users.
Support
Fixes and improvements after go-live.
Approach map · Business systems implementation
How a Helpdesk & Support project runs, week by week
Open any stage to see what we do, what you receive and what we need from you.
We sit with the people doing the work and map how orders, stock and money actually move today, including the spreadsheets nobody mentions in the first meeting.
What happens
- Process walk-throughs with key users
- Inventory of every data source
- Quantifying where time is lost
What you get
- Current-state process map
- Data source and quality audit
- Scope baseline
What we need from you
- Sample invoices, orders and spreadsheets
- Two-hour interviews with each department lead
Risk handled
Critical spreadsheets that management does not know staff rely on.
We design the data model, roles, approval rules and integrations on paper before anything is configured.
What happens
- Data model design
- Chart of accounts review
- Approval matrix design
What you get
- Solution blueprint document
- Role-by-role screen wireframes
- Data dictionary
What we need from you
- Sign-off on the chart of accounts and permission structure
Risk handled
Sales and warehouse asking for conflicting things mid-build.
We provision environments, configure the standard modules to the blueprint, and build any approved extensions.
What happens
- Environment setup and hardening
- Module configuration
- Approved custom development
What you get
- Working staging environment
- Configured modules matching the blueprint
What we need from you
- Tax settings, bank details and branding assets
- Named admin users
Risk handled
Configuration drifting away from what was agreed in the blueprint.
We extract customers, vendors, products and balances from your current tools, remove duplicates and load trial datasets you can check.
What happens
- Migration scripts
- Duplicate detection
- Trial balance reconciliation
What you get
- Staging database loaded with cleaned data
- Reconciliation sheet
What we need from you
- Decisions on flagged duplicates
- Lists of inactive products and customers to archive
Risk handled
Bad legacy data being carried into the new system on day one.
We connect the system to the tools that stay: banks, e-commerce stores, payroll, shipping and anything else agreed in the blueprint.
What happens
- API and webhook connectors
- Error handling and retries
- End-to-end integration tests
What you get
- Tested integrations in staging
- Integration runbook
What we need from you
- API credentials and vendor contacts for connected systems
Risk handled
Silent sync failures that nobody notices until month-end.
Your staff test real scenarios in staging and learn the system role by role, with recorded guides they can return to.
What happens
- Role-based training sessions
- Scenario testing
- Fix sprints on UAT findings
What you get
- Signed UAT test matrix
- Recorded training library
What we need from you
- Key users available about four hours a week for testing
Risk handled
Staff meeting the system for the first time on go-live day.
We freeze the old system, move the final changes across, verify opening balances and switch over, usually across a weekend.
What happens
- Final delta migration
- Opening balance verification
- Hardware and scanner checks
What you get
- Live production system
- Signed cutover checklist
What we need from you
- A data-entry freeze on the old system at an agreed time
Risk handled
Downtime during trading hours.
The team that built the system stays on it after go-live: fixing issues on the day they surface, adjusting screens staff struggle with, and sitting with finance through the first month-end close.
What happens
- Daily check-in with your project lead
- Same-day fixes and small adjustments
- First month-end close support
What you get
- Hypercare issue log with resolutions
- First month-end close sign-off
What we need from you
- A 15-minute daily call with your project lead
- Staff reporting problems as they happen, not at the end of the week
Risk handled
Early friction pushing staff back to the old spreadsheets.
With clean data in one system, we automate the repetitive work around it: invoice capture, reorder drafts, approval routing and alerts.
What happens
- Automation opportunity review
- Workflow and agent build
- Monitoring and tuning
What you get
- Live automation workflows
- Monthly report of hours recovered
What we need from you
- A ranked list of the bottlenecks you want gone next
Risk handled
The new system settling into a passive record-keeping tool.
Supported platforms
Where we implement this module
Zoho One
Best whenSales-driven organizations needing rapid CRM, lead routing, CPQ quotes, and omnichannel inbox automation.
Platform details
Salesforce Revenue Cloud
Best whenLarge B2B sales teams with multi-tiered territory assignments and complex commission plans.
Platform details
ERPNext & Frappe
Best whenCompanies wanting complete software and data sovereignty without vendor lock-in.
Platform details
Odoo Enterprise
Best whenCompanies wanting ERP, CRM, Inventory, and Accounting unified in one single database without brittle connectors.
Platform details
Custom core
Best whenYour process is your advantage and no platform's standard flow fits it.
When we build custom
Hardware & ecosystem connectivity
Connected to the tools that stay
Barcode & RFID
Zebra, Honeywell, GS1-128 scanners
Shipping & logistics
FedEx, UPS, DHL, ShipStation
Payments
Stripe, Razorpay, Adyen, ACH & SEPA
Messaging
WhatsApp Business API, SMS, email
Commerce
Shopify, WooCommerce
Event streaming
Apache Kafka, RabbitMQ, Redis
Identity & SSO
Okta, Entra ID, OAuth 2.0, SAML 2.0
Document AI
Claude, OCR engines, form recognizers
For the technical evaluator
Data model and deployment guardrails
Data model & schema
Ticket, Team, SLA Policy, Rating, Stage, Message thread.
Migration & cutover
Import of historical Zendesk/Freshdesk tickets and knowledgebase markdown articles.
API surface & webhooks
Email ingestion IMAP/SMTP webhooks, WhatsApp Business API, livechat widget.
Deployment & hosting
Cloud SaaS or private server instance with vector database.
Client work · published with client consent
Read how we ran real projects: the problem, the system we built and what changed, each published with the client's written consent.
FAQ
Questions buyers ask before they sign
Cost, timeline, data migration and what we need from your team, answered plainly.
Ask us directlyWill the AI agent ever send incorrect answers to our clients?
No. We enforce strict confidence thresholds and guardrails: if confidence is below 85%, the draft is held for a human specialist rather than auto-sent.
For a connected business
Modules that connect to this one
Revenue & Sales
M-02
CRM
Customer Relationship Management
A CRM your sales reps actually update because the paperwork updates itself
Bi-Directional Email & Meeting Synchronization
AI Lead Scoring & Enrichment
Automated CPQ & Quote Generation
Minutes
From inquiry to assigned rep
1 pre-built flow
Explore module
Operations
M-01
Enterprise ERP
An ERP built around how your operation actually runs, not textbook workflows
Unified General Ledger & Financial Accounting
Multi-Location Inventory & Lot Tracking
Demand-Driven Procurement Workflows
One ledger
Stock, orders and finance in one database
3 pre-built flows
Explore module
Next step
Scope your Helpdesk & Support project
Book a 30-minute consultation, or start the configurator with this module already selected.
Book a consultation Scope your project
First call: 30 minutes · A senior consultant, not a sales rep