AI & Automation
Integrate AI into your workflows — chatbots, data pipelines, document processing.
Overview & Business Focus
We engineer custom AI systems, intelligent WhatsApp customer agents, document extraction pipelines, and internal workflow automations tailored for your business. Unlike generic off-the-shelf bots, our systems are deterministic, trained specifically on your domain knowledge, and engineered to eliminate manual overhead with zero ongoing per-task SaaS fees.
What We Build & Deliver
Key capabilities and core deliverables included in this service domain:
Custom AI Chatbots & Customer Agents
Autonomous 24/7 assistants on WhatsApp, web portals, or internal Slack. Powered by Claude 3.5 & GPT-4o with retrieval over your manuals, catalogs, and databases.
Document & Invoice OCR Pipelines
Automated extraction of purchase orders, vendor invoices, and legal contracts. Converts messy scanned PDFs into structured data synced to your ERP.
Workflow & Zapier/Make Replacement
Replace expensive third-party automation tools with dedicated, self-hosted Python & Node pipelines with zero task limits and no per-action toll fees.
Private Vector Search & Enterprise RAG
Enterprise semantic search across your internal SOPs, technical manuals, and tickets using secure vector embeddings with strict tenant isolation.
Automated Reporting & Smart Anomaly Alerts
Scheduled bots that compile daily executive metrics, audit ledger variances, detect abnormal events, and dispatch instant WhatsApp alerts.
Private & On-Premise LLM Deployments
Deploy open-weight models (Llama 3, Mistral) on your own private cloud or local hardware for 100% data sovereignty and total confidentiality.
Technology Stack & Frameworks
Battle-tested tools and frameworks selected for speed, security, and low maintenance:
Why Partner With Devdha
Measurable business outcomes and engineering standards:
How It Works
From discovery to production deployment with clear milestones at every step:
Discovery & Workflow Audit
We analyze your manual bottlenecks, inspect sample documents, and map exact latency, accuracy, and budget goals.
Architecture & Guardrail Design
We select the optimal model, build semantic retrieval indexing (RAG), and program deterministic boundary checks.
Integration & Security Hardening
We connect the AI to your WhatsApp API, database, or CRM with encrypted credential management and unit tests.
Deployment & Monitoring
We deploy to your private infrastructure with real-time token tracking, error telemetry, and ongoing accuracy tuning.
Featured Engineering & Automation Deliverables
Real-world production systems engineered by Devdha across web apps, workflows, and automation.
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SH Gifting — In-Browser PDF Catalog Viewer
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Frequently Asked Questions
Everything you need to know about pricing, delivery, and support:
Yes. We utilize enterprise API endpoints with zero-data-retention agreements where your data is never stored or used to train models. For sensitive compliance requirements, we also deploy self-hosted open-source models (such as Llama 3) inside your private VPS.
Modern high-efficiency models (like GPT-4o mini and Claude 3.5 Haiku) are exceptionally cost-effective. A customer query bot handling thousands of monthly conversations often costs under ₹500 to ₹1,500/month in API consumption. We configure hard spending caps so you are never surprised.
Yes! We configure official Meta WhatsApp Cloud API integrations so the bot answers customer enquiries, qualifies leads, and sends PDF quotes directly on your verified business WhatsApp.
We engineer deterministic guardrails: the AI is constrained strictly to your vetted documents. When an answer is uncertain, it politely acknowledges its limitation and triggers an instant notification for human staff to step in.
You do 100%. Devdha delivers the full source code, deployment scripts, prompt templates, and architecture documentation with zero proprietary lock-in.