Engage. Recall. Augment Staff.
We engineer bespoke AI agents for WhatsApp and Web that do more than just answer — they recall past tasks, follow complex manager instructions, and automate in-office operations with collective memory.
Built for businesses in Northeast India
Mapping your infrastructure and gathering business context for logic training.
Bespoke reasoning-chain development aligned with your brand voice.
Live broadcasting across WhatsApp, Web, and Social gateways in 48h.
Stop worrying about data preparation. We handle the mess for you. Whether your knowledge is locked in messy Google Drive folders, YouTube transcripts, or complex Notion databases, we engineer the ingestion pipeline from scratch.
Native sync with Notion, Zendesk, Google Drive, and your existing CMS for real-time updates.
Upload PDFs, Word docs, CSVs, and scanned technical manuals. We handle OCR and formatting automatically.
Extract deep context from YouTube transcripts, meeting recordings, and live help center documentation.
Add specific business rules or last-minute inventory updates directly through our management console.
We don't settle for surface-level chat. We engineer the technical bridges between your business logic and your customers.
We don't just book slots. We co-engineer Bi-directional EHR/EMR syncs alongside your IT team (via secure API gateways). Our agents handle patient triage by interfacing with your existing clinical databases under your team's oversight.
Move beyond menus. We build Inventory-Aware Ordering systems that integrate with your cloud-based POS via secure webhooks (coordinated with your vendor). Our agents identify loyalty patterns by mining your transaction logs within your secure environment.
Eliminate administrative friction with Student Progress Audits and Quiz-to-LMS ingestion logic, co-architected to sit alongside your existing data silos. We automate fee collection cycles via secure bank-feed integration, managed in partnership with your finance desk.
Seeking Deployment ROI Analysis?
Read: AI in the Tea Industry (Assam)*Seamless integration capability is dependent on the target platform's API availability and the business infrastructure's existing technical architecture.
We don't sell 'tools'. We engineer construction projects. Build your proprietary AI infrastructure once; secure its sovereignty forever.
Mapping the 'Unspeakable Instructions' of your business. This is where the Master Detective blueprints your reasoning engine.
The 'Security Guard' who never sleeps. Hosting, token flows, and defense in a single flat-fee retainer.
Start with a Mudra Logic Audit (₹5,000). We perform a comprehensive review of your friction points and technical infrastructure to provide a 3D AI transition blueprint.
*Credited back if you launch the Forge
Live Automation Performance & Customer Engagement
Spend vs Gain Breakdown
| SL. | Particulars | Category | Cost | Returns |
|---|---|---|---|---|
| 01. | AI Agent Setup & Deployment One-time cost to build and deploy custom AI agents for the business. | CapEx Asset | ₹ 35,000.00 | — |
| 02. | Annual Maintenance & Support Yearly cost for hosting, security patches, and keeping everything running. | OpEx Maintenance | ₹ 60,000.00 | — |
| 03. | Tax Savings on AI Investment (Sec 32) 40% of the setup cost can be written off as depreciation on tax returns. | Tax Shield | — | ₹ 14,000.00 |
| 04. | GST Input Tax Credit 18% GST paid on setup and maintenance is recoverable as input credit. | GST Credit | — | ₹ 17,100.00 |
| 05. | Staff Time Saved (Customer Support) Receptionist and front-desk hours freed from answering routine questions. | Labor Yield | — | ₹ 1,80,000.00 |
| 06. | Back-Office Work Eliminated Billing, appointment scheduling, and admin tasks handled by AI agents. | Workflow Yield | — | ₹ 1,44,000.00 |
| 07. | Extra Revenue from After-Hours Leads Sales that would be missed — captured because AI agents reply instantly 24/7. | Revenue Upside | — | ₹ 1,20,000.00 |
| 08. | Data Protection & Compliance Customer data stays encrypted, consent is managed, and everything is audit-ready. | DPDP Guard | — | Compliant |
| Estimated Annual Net Benefit (Year 1) | ₹ 3,80,100.00 | VERIFIED | ||
Immutable, real-time records of customer events, AI agent actions, and privacy consents
| Timestamp | Event ID | Description | Audit Hash | Status |
|---|---|---|---|---|
| 2026-06-01 04:12:35 UTC | #EV-9F13F7 | Patient Clinic Inquiry Replied | 9f13f7310cc785ad... | VERIFIED |
| 2026-06-01 04:09:12 UTC | #EV-9F1484 | WhatsApp Table Reservation Logged | 9f1484f74f182aea... | VERIFIED |
| 2026-06-01 03:55:40 UTC | #EV-9F153A | Billing Invoice Auto-Generated | 9f153a55eb42410b... | VERIFIED |
| 2026-06-01 03:22:15 UTC | #EV-9F16E2 | DPDP 2023 Consent Checked & Verified | 9f16e25fba0b925d... | VERIFIED |
| 2026-06-01 02:40:01 UTC | #EV-9F1722 | Business Responding Guidelines Updated | 9f1722cd18ee367f... | VERIFIED |
| 2026-06-01 01:15:30 UTC | #EV-9F18A3 | Secure Customer Database Sync Completed | 9f18a3ef2c1094ba... | VERIFIED |
Verified AI Engine deployment details, storage residency, and statutory privacy status
*Simulated Environment Projection. MudraForge provides technology infrastructure classified as computer software. All deductions under Sec 32 (Depreciation) and Sec 37(1) (Business Expenditure) of the Income Tax Act are subject to review by your Chartered Accountant. MCA Edit Log compliance ensures adherence to Rule 3(1) of Companies (Accounts) Rules, 2014.
Like a master detective's case board, we map every connection in your business — tying platforms, payments, and conversations into one airtight case for conversion.
Zero. For most businesses, we handle everything—from building and training to maintenance. For deep technical integrations requiring system access (EHR/POS), we work directly with your existing IT stakeholders to bridge the gaps.
Internal IT teams are often generalists focused on maintaining your core systems. We are specialized NLP and Logic engineers. We provide the specific 'LLM Reasoning' expertise and the pre-built Multi-Layered Logical Framework that takes internal teams months to research and build from scratch. Think of us as the specialist surgeons your general practitioners call for a specialized procedure.
Both. While phenomenal at customer support and booking, we also engineer agents specifically for internal office automation. They can securely audit employee databases, assist HR with onboarding queries, format complex corporate reports, and streamline your entire back-office operations.
Not at all. We train each AI agent on your specific data and custom brand tone. Furthermore, with our upcoming Sarvam Arya integration, agents will natively process and speak regional Indian languages and voice dialects, ensuring incredibly authentic, hyper-localized communication.
It gracefully hands off to you. The agent tells the customer "Let me connect you with [your name]" and notifies you seamlessly. No dead ends.
Auto-replies send the exact same static message. Traditional automation uses a rigid menu tree. Our AI Agents possess dynamic recall and logic—they remember if a client visited last week, strictly follow conditional manager instructions, and can independently execute multi-step corporate workflows like a highly-trained digital staff member.
Yes. The setup fee is one-time and non-refundable (as we architect a customized engine). However, the ongoing maintenance and server hosting can be cancelled with 7 days' notice. No lock-in contracts.
Tell us about your business. We'll reply within 24 hours with a plan and a demo.
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