AI Workflow Automation Services in Kolkata

Kolkata's trading houses, engineering firms, and BFSI back offices still run order booking, compliance filing, and vendor reconciliation through registers and email chains. Zethic's AI Workflow Automation Services in Kolkata replace that manual layer with agents, document pipelines, and integrations, built by senior engineers who transfer full ownership at handover.

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Rated 5.0 on Clutch Reviews
  • AI Workflow Automation
  • Trading Houses
  • Engineering Firms
  • BFSI & Insurance
  • Document AI
  • Agentic Settlement Decisions

80+

Workflows Automated

60+

Engineers In-House

96%

Client Retention

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Three starting points, mapped without assumptions.

Where Are You Now?

01Manual & Fragmented

Order Booking and Reconciliation Depend on Manual Entry

A finance or ops team around Park Street or Salt Lake Sector V is likely booking trade orders in a register, reconciling vendor payments by hand, and copying data between an ERP and a banking portal that were never designed to sync.


A ranked automation roadmap and a working first workflow inside roughly six weeks.

02Partially Automated

A Few Systems Connect, But Unusual Cases Need a Person

Many Kolkata trading and engineering firms already run a partial integration between an ERP and a banking or logistics portal, stitched together during a past deadline crunch. Automation here needs proper exception handling, not another quick fix.


One stable integration layer, fewer manual interventions, and a clear log of what broke.

03Ready for AI Agents

You Want AI Making Routine Calls, Not Passing Records

Trading, engineering, and BFSI back offices in Kolkata often already hold the structured data and documented rules needed to move past basic data entry. What's missing is automation that can classify a shipment discrepancy or flag a compliance exception.


Agents live in production with guardrails, evals, and a human checkpoint where it counts.

What we automate, in Kolkata.

AI Workflow Automation Services for Operations & Product Teams

Zethic designs and operates AI Workflow Automation Services in Kolkata for teams anywhere between a single manual bottleneck and a connected, multi-agent platform.

Workflow Audit for Kolkata Trading & Engineering Teams

A structured review of process, integration complexity, and realistic ROI.

Process reviewIntegration auditROI assessmentDiscovery-first

A structured review of your current process, integration complexity, and realistic ROI, using the discovery approach behind our marketing consulting services.

Intelligent Automation for Shipment & Compliance Exceptions

AI classification and rule logic for documents traditional bots cannot read.

AI classificationShipment documentsCompliance filingsBeyond RPA

AI classification combined with rule logic handles unstructured shipment documents and compliance filings that traditional bots common in Kolkata's trading firms cannot process reliably.

Agentic AI for Vendor & Settlement Decisions

Agents that flag settlement mismatches and recommend approvals, with decision logs.

GuardrailsEval harnessesDecision logsMismatch flagging

Agents interpret vendor invoices, flag settlement mismatches, and recommend approvals across multi-step workflows, shipped with guardrails, eval harnesses, and full decision logs.

Document Processing for Trade Documents & Vendor Invoices

Extraction and validation pipelines that produce structured data.

Trade documentsVendor invoicesCompliance filingsStructured output

Extraction and validation pipelines turn trade documents, vendor invoices, and compliance filings into structured data.

System Integration Across ERP, Banking & Logistics Portals

Connectors with resilient error handling and schema validation.

ERP connectorsBanking portalsLogistics systemsResilient error handlingSchema validation

We connect ERP, banking portals, and logistics systems with resilient error handling, an approach we build out further in our transportation management software development work.

Reporting Automation for Compliance & Settlement Cycles

Scheduled pipelines that replace the manually assembled report.

Compliance reportsSettlement reportsDashboardsEnds manual registers

Scheduled pipelines replace manually assembled compliance and settlement reports, pushing results to a dashboard instead of a register updated by hand every week.

Six Layers

Added where they pay off first.Every engagement starts with the process costing you the most today.

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What we automate, across your operations.

AI Workflow Automation Use Cases We Build

Trading, engineering, and BFSI processes each move at their own pace, but the underlying discipline is identical. Every workflow gets the same senior pod, eval cadence, and full ownership at handover.

Replace the settlement register with one clean pipeline.

Trade document and shipment processing

Extracts and classifies shipping and customs paperwork, with exception routing for genuine discrepancies. Teams sizing this against an in-house build often start with our logistics app development cost and ROI comparison.

Vendor and supplier onboarding

Document collection, compliance checks, approval routing, and ERP provisioning handled end-to-end instead of over email threads.

Engineering project and vendor billing reconciliation

Automated matching of project billing and vendor payments, relevant to Kolkata's heavy engineering and jute-processing firms, and close to our order management system development work.

Where settlements and claims actually get processed.

Claims and policy processing

Extraction and validation pipelines relevant to Kolkata's insurance back offices, with confidence scoring for genuine edge cases.

Regulatory and compliance reporting

Scheduled extraction and submission with a full audit trail for regulated Kolkata BFSI clients.

Quote and proposal generation

Agentic assembly of quotes from pricing rules and templates, with approval recommendations built in.

What trade partners and policyholders actually touch.

Customer query triage and routing

Classification of inbound trade and support queries by intent and urgency, routed to the right desk within seconds.

Compliance and RBI-aligned reporting

Scheduled data extraction and submission with a full audit trail for Kolkata's trading and banking operations.

Reporting and analytics automation

Automated pipelines that push operational results to scheduled email or live dashboards instead of a register updated by hand every week.

Who we serve in Kolkata.

Industries We Automate For in Kolkata

Trading Houses & Port-Adjacent Logistics

Shipment document extraction, customs paperwork classification, and vendor reconciliation.

Heavy Engineering & Jute Processing

Multi-stage compliance and regulatory filing workflows with configurable rule sets and full audit trails.

BFSI & Insurance

Claims processing and policy administration across multiple branch offices.

Banking-Adjacent Trading Operations

RBI-aligned reconciliation and DPDP Act data handling built into pipeline design from the first sprint.

Multi-Branch BFSI Operations

Claims and policy processing automated across multiple branch offices rather than a single location.

Regional ERP & Tally Users

Banking APIs, Tally, and regional ERP systems integrated with proper error handling and schema validation.

Why teams pick us in Kolkata.

Why Kolkata Businesses Choose Zethic

The Trade or Engineering Process Gets Mapped First

We audit your workflow before recommending a framework, so the architecture we propose is scoped correctly from sprint one and doesn't need reworking once real transaction volume hits it.

Your Infrastructure and Credentials Remain Yours

Workflow definitions, integration credentials, and cloud infrastructure stay inside your own accounts, never locked into a platform only we control.

Accuracy Gets Benchmarked Before Speed Gets Promised

A fast system that misreads a shipment document or mismatches a vendor payment is a real cost, not a win. We define accuracy benchmarks against your actual data from day one.

Senior Engineers Stay Through the Entire Build

The people who scope your workflow during the assessment call are the same ones writing the code, so a claim of senior delivery holds up at every sprint review.

How We Automate Your Workflows

Four phases, a real delivery clock. A ranked target list, working demos, and benchmarked accuracy before go-live.

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{ 01 }· 4-8 weeks total

Workflow Assessment and Architecture

We map inputs, decision points, exception paths, and integration touchpoints across your Kolkata operation, then deliver a ranked target list and a realistic delivery scope, the same groundwork behind our wider Artificial Intelligence Services.

Process mappingRanked targetsDelivery scope

{ 02 }· 2-week sprints

Build and Integrate

Extraction pipelines, agent logic, connectors, and monitoring get built in two-week sprints, with a working demo in a staging environment that mirrors real trading or engineering systems.

Extraction pipelinesAgent logicWorking demos

{ 03 }· Pre-launch

Accuracy Benchmarking and UAT

We test against your real trade documents, invoices, or claims data, measure results against agreed benchmarks, and resolve edge cases with your team before go-live.

Real-data testingBenchmarksUAT

{ 04 }· Post-launch

Deploy and Optimise

A staged rollout with real-time monitoring and an on-call handover, followed by ongoing tuning of models and routing logic based on live signals.

Staged rolloutOn-call handoverLive tuning

Engagement models, built to fit.

Start Small or Go All-In

A single workflow build is generally priced as a fixed scope for a four-to-eight-week delivery window, quoted after a short assessment call.

Best for a first workflow

Fixed-Scope Automation Project

A single workflow scoped after a short assessment call and delivered as a fixed price within four to eight weeks, with a working demo every two weeks.

  • Fixed price, fixed scope
  • 4-8 week delivery
  • Demo every 2 weeks
  • Scoped after assessment call
  • No blind quoting
Book a Call4-8 weeks
RecommendedBest for scaling automation

Dedicated Automation Pod

An embedded senior pod for trading, engineering, and BFSI teams that keeps building as branch count and transaction volume grow — no rebuild between phases.

  • Senior pod, not junior bench
  • Multi-branch ready
  • No rebuild between phases
  • Same eval cadence throughout
  • On-site + remote delivery

Questions, answered.

FAQs for Kolkata Teams

Yes. Shipment document extraction, customs paperwork classification, and vendor reconciliation are a regular part of our AI process automation in Kolkata engagements with trading and logistics clients.

Yes. Banking APIs, Tally, and regional ERP systems common across Kolkata's trading and engineering sector are integrated with proper error handling and schema validation.

A single workflow typically reaches production in four to eight weeks from the first assessment call, with a working demo every two weeks so progress stays visible throughout.

Yes. DPDP Act data handling and RBI-aligned reconciliation are built into the pipeline design from the first sprint.

Yes. We run initial assessment sessions on-site for Kolkata clients on request, then move to remote sprint delivery with weekly demos for the build phase.

A single workflow build is generally priced as a fixed scope for a four-to-eight-week delivery window, quoted after a short assessment call.

Yes. Multi-stage compliance and regulatory filing workflows, common across Kolkata's heavy engineering and jute-processing base, are handled with configurable rule sets and full audit trails.

Yes. A meaningful share of our Kolkata clients are BFSI firms automating claims processing and policy administration across multiple branch offices rather than a single location.

Ready to Fix One Workflow?

Start with the process costing you the most today. Book a short assessment call and leave with a ranked automation target list and a realistic timeline.

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Book a Call

A short assessment call to map your process, systems, and compliance needs — no blind quoting.

Get Your Roadmap

You leave with a ranked automation target list and a realistic delivery scope.

Ship the First Workflow

A working first workflow live in about six weeks, with demos every two weeks.

Automating a workflow in Kolkata? Book a Call