S SomnathFounder portfolio

Building from India for Indian business

I turn spoken intent into verified business action.

I’m Somnath, founder of SimpleAgentix. I’m building Business Sarathi B’OS—a voice-native agentic business operating system designed to make powerful automation feel natural to Indian MSME owners.

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BengaliHindiHinglishEnglish
SimpleAgentix voice-native business avatar holding a smartphone

SimpleAgentix avatarHuman voice → verified business action

01 Speak naturally
✓ Action verified

Founder identity

Founder. Visionary. Builder.

Building practical agentic systems that help Indian MSME owners move from spoken intent to trusted business action.

Somnath Saha, founder, visionary and builder empowering Indian MSMEs with Agentic AI
Somnath SahaFounder of SimpleAgentix · Building from India

Voice-native systems

Agent orchestration

Verification & governance

Indian MSME workflows

Selected work

Building the operating layer between a business owner and every app they use.

The work is not another dashboard. It is a single conversational window that coordinates specialist agents, verifies important actions, and keeps the owner in control.

Flagship venture · In development

SimpleAgentix
Business Sarathi B’OS

A vernacular, voice-native business operating system for small and growing enterprises. One natural-language request can move securely across sales, finance, inventory, compliance, support, and operations.

  • 01 Mixed-dialect voice and text understanding
  • 02 Manager–worker agent-swarm orchestration
  • 03 Judge-layer validation before high-risk actions
  • 04 India-ready business workflow integration
●
SHOPKEEPER SAYS

“Rahul-er ₹18,500 payment baki ache. Reminder pathao.”

01

Check customer & invoice

Finance agent
02

Draft vernacular reminder

Collection agent
03

Verify before sending

Sentinel judge
04

Update ledger & follow-up

Operations agent
✓

Owner-approved actionExecution remains traceable

01 / Architecture

9-level cognitive architecture

A structured path from perception and reasoning to dispatch, validation, execution, and continuous improvement.

02 / Governance

Verification before commitment

Risk-aware handoffs, explicit approvals, auditability, and a Sentinel Judge that can stop unsafe execution.

03 / Experience

Zero-learning interaction

Bengali, Hindi, Hinglish, and English inputs designed around how merchants already speak and work.

Capability portfolio

Eight systems. One voice-native operating vision.

Each visual or motion flow maps a critical part of Business Sarathi—from understanding the owner to validating the final business record.

01 / Orchestration

Agent Swarms

Manager–worker coordination with permissions, judge validation, audit trails, and self-healing dispatch.

02 / Execution

Automation

Audited workflows that move from the first spoken instruction to the final committed record.

03 / Language

Multilingual & Vernacular

Regional speech, mixed language, cultural aliases, and local context normalized into clean business intent.

04 / Documents

Document AI

Capture, extract, validate, organize, and surface anomalies across everyday business documents.

05 / Vision

OCR & Visual Extraction

Line-level reading and matching across invoices, manifests, challans, packing lists, and more.

06 / Compliance

GST & Compliance

State-aware tax logic, code verification, filing preparation, due-date alerts, and secure approval.

07 / Experience

Voice AI

Natural, dialect-tolerant conversations that turn speech into secure action—even in constrained network conditions.

08 / Resilience Autoplay · Muted

Offline & 2G Mode

See how Business Sarathi keeps voice-led work moving when the network is weak—capturing intent locally, protecting queued actions, and syncing safely when connectivity returns.

  • Voice captured locally
  • Work safely queued
  • Verified sync on reconnect
Watch the complete motion flow

How I think

Complexity belongs inside the system—not in the owner’s day.

At SimpleAgentix, solving complex MSME problems does not begin with models or algorithms. It begins with deep user empathy, field observation, and respect for how owners already work.

Brief answer

We remove the software learning curve. The owner speaks naturally; Business Sarathi coordinates specialist agents, verifies risk, and completes the work across connected business tools.

9-Level Cognitive Architecture01 / 09

Architecture in motion

One voice. Nine layers. Verified action.

Select any layer to see how spoken intent becomes a trusted business result.

  1. Study how merchants speak, remember credit, manage stock, chase payments, and move between paper, WhatsApp, Tally, Vyapar, and bank messages.

    User empathyDomain observation

  2. Voice, text, WhatsApp, calls, and documents enter in Bengali, Hindi, Hinglish, or English while the system preserves the original business context.

    Voice & textIndic context

  3. Identify the owner, customer, amount, invoice, deadline, permissions, and missing details before any business action begins.

    Intent graphContext memory

  4. The MBA Brain checks cash flow, history, urgency, and business priorities to recommend a practical, explainable course of action.

    Business logicDecision plan

  5. The Super Manager routes work to finance, sales, inventory, compliance, support, and operations agents instead of forcing one generic AI to do everything.

    Manager–workerSpecialist agents

  6. The Sentinel Judge checks data, policy, confidence, and approval boundaries. High-risk actions pause for clear owner authorization.

    Judge layerHuman approval

  7. Secure connectors coordinate CRM, ERP, Tally, Vyapar, WhatsApp, payments, stock, and compliance systems through one voice-first business window.

    MCP connectorsSingle window

  8. Reconcile the result, surface exceptions, explain what changed, and write a clear audit trail back to the business record.

    Verified resultAudit trail

  9. The self-healing feedback loop improves routing, detects failed handoffs, preserves context, and helps the next request start smarter without bypassing governance.

    Self-healingBusiness memory
  1. Somnath reviewing business records with a household-goods merchant in a Kolkata workshop
    2017–2021Chapter 01

    Ground-market roots

    Four years inside Kolkata’s wholesale household and cleaning-goods markets revealed the real operating gaps: cash-flow leakage, fragmented ledgers, and software that added friction instead of removing it.

    • Merchant observation
    • Wholesale operations
    • Problem discovery
  2. Somnath studying an AI strategy course at his desk
    2022–2023Chapter 02

    Building the strategy foundation

    I moved into focused self-study across AI system logic, multi-agent frameworks, and business fundamentals—turning years of field observations into a structured product thesis.

    • AI systems study
    • Business foundations
    • Product thesis
  3. Somnath developing the SimpleAgentix architecture on a laptop
    2024–2025Chapter 03

    Architecting Business Sarathi

    Startup School learning loops and professional AI study informed the 9-Level Cognitive Architecture, 38-Layer Parameter Matrix, and bridge concepts for familiar tools such as Tally and Vyapar.

    • 9-level architecture
    • 38-layer matrix
    • System bridges
  4. A local merchant holding a phone during a SimpleAgentix field conversation
    2026Current chapter

    Building & validating SimpleAgentix

    The work now centres on company formation, product validation, regional pilot preparation, and dependable automated testing—moving the blueprint closer to trusted daily business use.

    • Company formation
    • Pilot preparation
    • Product validation

Visual chapters

Moments that shaped the product lens.

Not a highlight reel—a field notebook. Each frame marks a shift in how I listen, simplify, and build for real business behaviour.

Chapter 01 09

Field immersion

Merchant observation

Learning from work as it really happens—where inventory, credit, and customer promises collide at one busy counter.

Use arrow keys or swipe the image.

Somnath in conversation with a merchant in a household-goods market
01Inside the work, not outside it

Founder proof

Official professional profiles.

These public marketplace profiles provide direct, independent paths to review my professional presence and connect for focused project work.

upOfficial public profile

Upwork

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FLOfficial public profile

Freelancer.com

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fiOfficial service profile

Fiverr

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Direct channelsFounder & company
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“

I’m not trying to teach every business owner how to operate more software. I’m building a system that understands their intent, carries the complexity for them, and earns trust one verified action at a time.

Somnath Founder, SimpleAgentix

Founder principles

Built around the way MSMEs actually work.

Three product decisions guide Business Sarathi: make it easy to use, bring daily work into one place, and earn trust through every action.

01No learning curve

No new software to learn.

Years of working with local traders taught me one thing: owners do not need more software lessons. They need a system that understands a normal voice command and carries the complexity for them.

  • Your voice
  • Clear intent
  • Business action
02One business window

One window. More time for business.

I have seen how switching between billing, stock, payments, WhatsApp and reports breaks focus and wastes valuable time. SimpleAgentix brings connected work into one voice-first window.

  • Fewer tabs
  • Less repeated work
  • More time
03Trust by design

Trust comes before automation.

Business and financial data need serious protection. Every important action should follow clear permissions, validation and an activity record—so the owner stays informed and in control.

  • Permission
  • Validation
  • Clear records
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