AI Systems & Workflow
Automation
Replace repetitive human manual labour with deterministic AI pipelines and autonomous agents.
We engineer bespoke AI automation systems, intelligent WhatsApp chatbots, conversational voice agents, automated document extraction pipelines, and private enterprise RAG architectures that eliminate operational waste with zero vendor lock-in.
Corporate Guarantees
Autonomous AI Automation, Agentic Workflows & Enterprise RAG
From 24/7 WhatsApp customer service bots and conversational voice agents to multi-agent LangGraph networks and private RAG vector search.
Custom AI Automation Services
The primary service category for building tailor-made automated systems that eliminate manual data handling and accelerate internal operations. We design deterministic pipelines that connect databases, APIs, and microservices into self-orchestrating operational workflows with zero latency bottlenecks.
- Tailor-Made Operations & Data Pipeline Automation
- System-Wide Manual Bottleneck Elimination
- Bespoke Business Logic & Decision Matrix Rules
- Zero-Downtime Serverless Cloud Integration
- Deterministic Reliability & Self-Healing Workflows
AI Chatbot Development & Integration
Designing intelligent text-based assistants for websites, CRMs, or messaging platforms to handle customer support, catalog queries, and lead capture 24/7. Native integration with WhatsApp Business API, Telegram, Slack, and web widgets with multilingual understanding.
- Official WhatsApp Business Cloud API Chatbots
- Website Embedded Widgets & Live Lead Capture
- Context-Aware Multilingual Intent Recognition
- Instant Lead Qualification & CRM Sync (HENUWCRM)
- Deterministic Human Agent Escalation Protocols
AI Voice Agents & Virtual Assistants
Building natural-sounding voice systems powered by advanced LLMs and low-latency audio pipelines to handle call-center routing, inbound queries, automated appointment scheduling, and outbound customer follow-ups with natural turn-taking.
- Ultra-Low Latency Speech-to-Speech (<600ms) Pipelines
- Inbound Call-Center Intelligent IVR Routing
- Outbound Appointment Scheduling & Confirmation Bots
- Natural Turn-Taking, Interruption Handling & Accent Tuning
- Telephony PBX Integration (Twilio, Exotel, Asterisk)
Intelligent Document Processing (IDP)
Deploying AI models to automatically read, extract, validate, and categorize critical structured or unstructured data from PDFs, invoices, tax receipts, and legal text directly into your database with sub-second turnaround and 99.4% field accuracy.
- Automated GST Invoice & Tax Receipt Parsing
- KYC Identity Document Verification & Optical Extraction
- Complex Multi-Page PDF & Tabular Data Ingestion
- Schema Validation & ERP / Tally Auto-Posting
- Confidence Scoring & Manual Exception Flags
Custom AI Agents & Agentic Workflows
Developing autonomous software agents using modern agentic frameworks that can make decisions, execute multi-step tasks across web tools, and adapt dynamically to shifting business data without constant human micro-management.
- Multi-Agent Collaborative Networks (CrewAI & LangGraph)
- Autonomous Web Tool Use & Dynamic API Calling
- Long-Term State Memory & Reflection Loops
- Dynamic Task Decomposition & Execution Trees
- Deterministic Safety Sandboxes & Action Approval Gates
Robotic Process Automation (RPA)
Building resilient software bots to handle repetitive, rule-based legacy software actions like headless screen scraping, manual copy-pasting, and system-to-system data transfers, bridging the gap between outdated on-premise tools and modern cloud apps.
- Headless Screen Scraping & UI Action Automation
- Cross-System Manual Copy-Paste Automation
- Legacy Windows Desktop Software Bot Interaction
- Automated Daily Scheduled Data Reconciliations
- Error Handling & Visual Fallback Diagnostics
Enterprise Workflow Automation
Connecting fragmented software stacks (CRMs, ERPs, email systems, payment gateways, and SQL databases) into fully hands-free, unified operating procedures that eliminate departmental silos and human data entry bottlenecks.
- Bi-Directional CRM, ERP & Accounting Data Sync
- Automated Billing, Invoice Dispatch & Receipt Handshake
- Multi-Branch Inventory & Stock Update Webhooks
- Employee Onboarding & Access Provisioning Workflows
- Executive Alerting & Slack / WhatsApp Daily Digests
AI Strategy Consulting & Technical Auditing
Partnering with leadership teams to run comprehensive operational audits, uncover high-ROI automation opportunities, model unit economics, and outline an actionable, phased technical development roadmap with verifiable payback periods.
- Comprehensive Operational Workflow & Bottleneck Audits
- ROI Modeling & High-Impact Automation Prioritization
- Model Selection Matrix (Proprietary vs. Open-Source Self-Hosted)
- Enterprise Technology Stack Feasibility Studies
- Phased Multi-Quarter Deployment & Governance Roadmaps
Enterprise Generative AI & RAG Solutions
Setting up private Retrieval-Augmented Generation (RAG) systems that connect LLMs to a private company knowledge base, enabling teams to instantly query internal documents, policies, technical manuals, and codebases with zero data leakage.
- Private Enterprise Knowledge Base Vectorization
- Hybrid Semantic & Full-Text Hybrid Search (BM25 + Dense Vectors)
- Strict Document-Level Role & Tenant Access Permissions
- Zero Data-Training Guarantee & Complete Data Privacy
- Precise Source Citation & Hallucination Suppression
AI-Powered Analytics & Business Intelligence
Implementing machine learning systems to process multi-channel operational data, detect anomalous trends, predict customer churn, and deliver automated executive performance forecasts with interactive Looker Studio visualizations.
- Predictive Sales Forecasting & Customer Churn Modeling
- Real-Time Anomaly Detection & Fraud Pattern Recognition
- Natural-Language SQL Querying ("Ask Your Database")
- Automated Daily / Weekly Executive Summary Reports
- Interactive Telemetry Dashboards with Drill-Down Filters
Multimodal AI Solutions
Engineering high-performance applications capable of simultaneously processing text prompts, image inputs, video frames, and audio streams for complex industrial quality inspection, visual search, and automated real-world decision-making.
- Visual Defect & Manufacturing Quality Inspection
- Video Stream Event Detection & Surveillance Analytics
- Image-Based Product Search & Catalog Categorization
- Audio Sentiment Analysis & Customer Tone Scoring
- Synchronized Multimodal Context Reasoning
AI Governance & Risk Management
Creating defensive prompt injection guardrails, safety protocols, hallucination verification filters, and regulatory audits to keep corporate data usage ethical, deterministic, and fully aligned with Indian IT and global compliance standards.
- Adversarial Prompt Injection & Jailbreak Defense
- PII (Personal Identifiable Information) Redaction & Masking
- Deterministic Output Schema Validation (Zod / JSON Schema)
- Continuous Model Bias & Hallucination Benchmark Audits
- Audit Logging Compliant with Indian IT Act & ISO Standards
Deterministic AI Deployment Architecture
A rigorous 4-stage engineering protocol ensuring zero hallucinations, private vector indexing, and deterministic human-in-the-loop safeguards.
Operational Workflow Bottleneck Audit
Deep audit of repetitive internal tasks, manual data handoffs, and customer support friction.
Cross-Industry Domain Topologies
Proven Architectural Deployments Across 10+ Enterprise Verticals
Logistics & Supply Chain
(Supply AI)Healthcare & Life Sciences
(HealthTech)Customer Support & Retail
(Retail AI)Education
(EdTech)Real Estate & Property Management
(PropTech)Finance
(FinTech)Manufacturing & Industrial
(Industrial AI)Hospitality & Travel
(TravelTech)Legal & Governance
(LegalTech)Media & Entertainment
(MediaTech)Turnkey Packages for AI Automation & Systems
Authoritative pricing directly from Workbook 1 with regional purchasing parity.
WhatsApp Auto-Reply Bot
Shops answering the same questions daily
Lead Capture to Sheet
Ads / forms leads going to Google Sheet
Website FAQ Chatbot
Websites with repeat questions
Follow-Up Automation
Teams losing leads after first contact
AI Content Assistant
Posts, captions, replies in your brand voice
Appointment Booking Bot
Clinics, salons, coaches
CRM + Lead Automation
Sales teams wanting an automated pipeline
Document & Data Extraction
Invoices, forms, IDs to spreadsheet
Smart Flow
Businesses optimising multiple processes
Custom AI Agent
Answering, qualifying & acting on tasks
AI Analytics Dashboard
Owners wanting live insight
AI Dominion
Enterprise-level AI transformation
Frequently Asked Questions
How do you guarantee our proprietary corporate data is never used to train public AI models?
We enforce zero-data-retention enterprise agreements with foundation model providers (OpenAI Enterprise, Anthropic, Google Cloud Vertex AI) and offer self-hosted open-source models (Llama 3, Mistral) deployed on your private VPC. Your proprietary documents and data never leave your infrastructure.
Can the AI bot communicate fluently in Hindi, Hinglish, and regional Indian languages?
Yes. Our conversational systems natively understand and generate Hindi, Hinglish, Tamil, Telugu, and English on WhatsApp and web chat, adapting tone and vocabulary to local conversational nuances.
What happens if an AI agent encounters a query or edge case it is uncertain about?
We program deterministic confidence thresholds. Whenever model confidence drops below 85% or an adversarial attempt is detected, the agent seamlessly routes the conversation to a human manager via WhatsApp, Slack, or CRM notification with full conversation history.
Are external API usage fees (OpenAI/Anthropic) included in your package prices?
No. Model API usage costs are paid directly by your organization to the LLM providers at actual cost with zero markup. Typical SME business workflows consume between ₹500 and ₹2,500 per month in token consumption.
How quickly can our team deploy a custom AI agent or workflow?
Standard turnkey packages (like WhatsApp Auto-Reply Bots or Document Parsing) deploy in 3 to 7 business days, while enterprise RAG pipelines and autonomous multi-agent networks typically launch in 10 to 14 days following vector sanitization and security testing.
Need a tailored enterprise architecture?
Our principal solutions architects review custom requirements, API integrations, and high-concurrency loads under strict non-disclosure.