Service 03 / 05·SYS-03 / AUTOMATION
EventsPipelinesRecovery
Workflow automation& pipelines
Connected data pipelines that eliminate repetitive manual labor across your business.
We connect disconnected tools, databases, and third-party APIs into synchronized background pipelines. Data moves once, updates everywhere, and runs without human friction.
Built for
Companies losing 15+ hours weekly to manual data copy-pasting, invoice chasing, and disconnected communication channels.
Workflow / Event pipeline
Example payload · not live
01 Trigger
02 Logic
- Verify the eventSignature and payload checked — done
- Check for duplicatesIdempotency key: never act twice — done
- Apply the rulesDecide which actions run — done
03 Actions
- Create the CRM recordCRM — done
- Acknowledge on WhatsAppWhatsApp — done
- Notify the sales teamNotifications — done
Retry queue. Idle. Failed calls are preserved and retried here; switch on the outage to see it work.
→ form.submittedreceived
verifyok
dedupenew event
route3 actions
crm.createdone
whatsapp.senddone
team.notifydone
02//The problem
The same data,typed by hand,three times a day.
If your business is experiencing these constraints, the problem is not your marketing. It is your underlying digital architecture.
- 01
Double-Data Entry
Staff spends hours copying data from website forms into CRM, then into billing, then into messaging tools.
- 02
Dropped Customer Context
WhatsApp inquiries arrive without customer history, order status, or automated acknowledgement.
- 03
Delayed Operational Hand-offs
Orders or inquiries sit idle for hours waiting for a human operator to notice and forward them to the right team.
- 04
Human Transcription Errors
Typographical errors in manual entry cause delivery failures, wrong invoices, and client frustration.
Root cause
Human beings are terrible at repetitive data copying. When manual tasks sit in the critical path of daily operations, growth only increases mistakes and operational overhead.
The system
We engineer resilient event-driven background workers that listen for operational triggers and execute complex multi-step workflows instantly with automated error recovery.
03//Explore the system
Inside the pipeline,left to right.
Every event takes the same path from the tool that raised it to the tools that need it. Select a stage to see its role.
01 / 07
Your tools
Forms, payments, WhatsApp
The systems where things happen: website forms, payment providers and WhatsApp conversations. Each one raises an event the moment something changes.
Connects to
Built with
- WhatsApp Cloud API
- Stripe & Razorpay Pipelines
04//What is included
What weactually build.
- 01
MESSAGING
WhatsApp Business API Integration
Automated customer dispatch alerts, interactive catalogs, and bidirectional CRM synchronization.
- 02
FINANCE
Automated Invoicing & Billing
Instant payment reconciliation via Stripe/Razorpay with automatic tax invoice generation and ledger sync.
- 03
ORCHESTRATION
Multi-Tool Webhook Orchestration
Reliable background worker pipelines that connect your forms, CRM, databases, and internal notifications.
- 04
RESILIENCE
Failure Recovery & Dead-Letter Queues
Resilient retry architecture so no lead or order is lost if a third-party API encounters temporary downtime.
05//How it works
Your team stopsbeing the pipeline.
The same order, before and after the work moves to the background.
01
Something happens
A customer submits a form, pays, or sends a WhatsApp message.
02
The system notices
The event is received and verified instantly, at any hour, without anyone watching an inbox.
03
Data goes where it belongs
CRM, invoice, ledger and notifications update together, with no copy-pasting and no transcription errors.
04
Your team handles people
Staff time moves from routine data handling to client communication and revenue work.
Every engagement · 2–4 Weeks (Fast-Cycle Deployment)
DISCOVERARCHITECTBUILDCONNECTLAUNCHEVOLVE
06//Proof in production
Gopi Fashion
D2C Wholesale Fashion Commerce Pipeline
Transforming a chaotic manual WhatsApp ordering process into a streamlined digital catalog with automated cart routing and zero dropped buyer context.
- Dropped Lead ContextEvery order arrives with verified item and size codes.
- Zero
- Average Order CreationReduced from 15-minute manual back-and-forth chats.
- 45s
- Direct WhatsApp SyncPreserving the client’s existing customer communication channel.
- 100%
No. Automation removes routine mechanical chores like copy-pasting and manual data routing, freeing your team to focus on high-value client communication and revenue generation.
Our pipelines implement idempotent retry policies and dead-letter queue logging. Incoming payloads are safely preserved and automatically retried once external service recovers.
Yes. We build custom serverless edge webhooks and middleware adapters that bridge incompatible API data structures into a unified format.
08//Start
Let’s scopeyour pipelines.
Direct partner scoping with Kenil Sangani & Hitarth Shah. We respond within 24 business hours with honest technical parameters.