SomniateTech | AI Services

AI Services

End-to-End AI Solutions for Every Business Need

From generative content engines to real-time vision systems — we build, train, and deploy AI that integrates seamlessly into your existing workflows.

Generative AI

Custom LLM-Powered Applications

We build intelligent content engines, domain-specific AI assistants, and document automation tools powered by large language models — fine-tuned or augmented with your data via RAG pipelines. Whether you need a chatbot that knows your product inside-out, an internal knowledge assistant, or an AI that writes structured reports from raw data — we engineer it end to end.

Use Cases

AI chatbots trained on your business knowledge base

Automated proposal, contract & report generation

Multilingual content translation & summarisation

Code assistant & developer productivity tools

LLM Fine-tuningRAG PipelinesPrompt Engineering

Telephony AI

Voice AI Agents for Calls & IVR

LIVE

Deploy AI-powered voice agents that speak, listen, and respond in real time — handling inbound customer queries, outbound follow-ups, and appointment bookings without human intervention. Replace rigid DTMF IVR trees with conversational, human-like phone agents available 24/7 — reducing call centre costs by up to 60%.

Use Cases

AI voice agents for customer support & FAQs

Outbound lead qualification & appointment setting

Real-time call transcription & sentiment tagging

STT / TTSConversational IVRCall Analytics

Agentic AI

Autonomous Multi-Step AI Agents

Task received & decomposed

Goal parsed into sub-tasks

Tools invoked autonomously

APIs, search, DB queries

Action executed & reported

Result verified & delivered

Agentic AI systems plan, reason, and execute complex multi-step workflows autonomously — browsing the web, querying databases, updating CRMs, and making decisions with minimal human input. Perfect for repetitive knowledge-work automation across departments.

Use Cases

Automated research & briefing agents

CRM data enrichment & follow-up automation

AI agents for HR, finance & compliance

Multi-AgentTool UseWorkflow Automation

Predictive AI

Forecast, Detect & Prevent with ML

Q1

Q2

Q3

Q4

NOW

FCST

Turn historical data into forward-looking intelligence. Our predictive ML models help you anticipate demand, identify at-risk customers, catch fraud before it happens, and optimise operations — all grounded in your own data with explainable, actionable results.

Use Cases

Demand & sales forecasting for inventory planning

Customer churn prediction & retention triggers

Real-time fraud & anomaly detection

Time-SeriesXGBoost / LSTMREST API Deployment

Model Training

Custom AI Model Development & MLOps

Data

Label

Train

Eval

Deploy

We build AI from scratch when off-the-shelf models don't cut it — from data collection and annotation through GPU-accelerated training and rigorous evaluation, to deployment as APIs your team can actually use. We also set up MLOps pipelines for drift detection and continuous retraining.

Use Cases

Domain-specific NLP classifiers & entity extractors

Custom recommendation & ranking engines

Edge-optimised models for IoT & embedded devices

PyTorch / TensorFlowMLOpsGPU Training

Computer Vision

AI-Based Vehicle Counting & Traffic Analytics

Capture

Detect

Track

Count

Analyze

Our AI-powered vehicle counting system uses advanced computer vision to detect, track, and count vehicles in real-time from CCTV or traffic cameras. It provides accurate traffic insights, congestion analysis, and smart city monitoring with high precision even in complex environments.

Use Cases

Smart traffic management & congestion control

Toll plaza & highway vehicle monitoring

Parking analytics & vehicle flow optimization

Computer Vision YOLO / OpenCV Real-Time AI

Computer Vision

See, Detect & Understand the Physical World

We engineer real-time computer vision systems for surveillance, safety, retail, logistics, and identity verification. Our models are trained on custom datasets curated for your specific environment — ensuring accuracy in your exact lighting, camera angle, and scene conditions. Runs on cloud, on-premise, or edge hardware like NVIDIA Jetson.

Use Cases

Identity verification & biometric access control

Traffic monitoring & vehicle classification from CCTV

PPE compliance & workplace safety monitoring

Retail footfall analytics & shelf occupancy detection

YOLOv8 / DETRReal-time VideoEdge DeploymentOpenCV

Flagship Vision Models

Face Verification Model

1:1 face matching with liveness detection & anti-spoofing. Supports KYC, employee check-in, and secure access control.

99.1% accuracy · <80ms latency

Vehicle Counting Model

Multi-lane real-time vehicle detection & classification (car, truck, bike, bus) with directional flow analytics from live CCTV.

98.4% mAP · multi-class

Up to 99.2% Detection Accuracy

Computer Vision

AI-Based Face Verification & Identity Authentication

Capture

Detect

Extract

Verify

Authenticate

Our AI-based face verification system uses advanced deep learning models to accurately match and verify identities in real-time. It ensures secure, contactless authentication for businesses, reducing fraud and enhancing user experience across multiple platforms.

Use Cases

Employee attendance & access control systems

KYC verification for banking & fintech apps

Secure login & identity authentication platforms

Face Recognition Deep Learning Real-Time AI

Our Process

How We Deliver Every AI Project

A structured, transparent delivery process — so you always know what's happening, what's next, and what to expect.

01

Discovery & Scoping

Deep-dive into your business problem, data availability, and success criteria. We define clear goals and deliverables before writing a single line of code.

02

Data Assessment

Audit your existing data, identify gaps, plan collection or annotation pipelines, and establish quality benchmarks for training and evaluation.

03

Model Development

Architecture selection, training, fine-tuning, and rigorous evaluation against your domain-specific benchmarks — with weekly progress updates.

04

Integration & Testing

Seamless API-based or SDK integration into your existing systems, with full QA, load testing, and edge-case validation before go-live.

05

Deploy & Monitor

Production deployment with MLOps pipelines for model monitoring, drift detection, automated retraining, and ongoing performance reporting.

Industries

AI Solutions Across Every Industry

We've built and deployed AI systems across a wide range of sectors — bringing domain-aware engineering to every engagement.

Healthcare & MedTech

Medical image analysis, patient risk stratification, clinical NLP for EHR, and AI-assisted diagnostics to accelerate clinical decisions.

Banking & Finance

Fraud detection models, credit scoring engines, KYC face verification, document processing, and AI-powered customer service automation.

Retail & E-commerce

Demand forecasting, personalised recommendation engines, shelf analytics from computer vision, and AI chatbots for 24/7 customer support.

Manufacturing & Industry

Predictive maintenance, quality defect detection via vision AI, production optimisation, and supply chain demand planning.

Logistics & Transport

Route optimisation, vehicle counting & traffic analytics, delivery ETA prediction, and CCTV-based fleet monitoring systems.

Education & EdTech

Adaptive learning engines, AI tutors, automated essay grading, student performance prediction, and personalised curriculum planning.

BPO & Contact Centres

AI voice agents for inbound/outbound calls, real-time transcription, agent assist tools, and automated quality assurance scoring.

Security & Surveillance

Face recognition, intrusion detection, crowd monitoring, PPE compliance, and real-time CCTV analytics for smart city and enterprise campuses.

Why SomniateTech

What Sets Us Apart from Other AI Companies

We don't just build AI — we build AI that works in your environment, integrates with your systems, and delivers results you can measure.

01

Domain-First Engineering

We spend time understanding your business before touching code. Every model is trained on data representative of your real operating environment — not generic benchmarks.

02

Production-Grade, Not Prototype

Everything we build is designed for production: scalable, monitored, version-controlled, and integrated with your existing stack via clean APIs or SDKs.

03

Full Ownership, Zero Lock-in

You own every model, dataset, and pipeline we build. No vendor lock-in, no black boxes — full documentation and source code transfer on project completion.

04

Transparent Communication

Weekly progress reports, live dashboards during training, clear pricing, and dedicated project managers so you're never left guessing about status or costs.

Our Performance Benchmarks

Model Accuracy

98%

On-Time Delivery

95%

Client Satisfaction

97%

Client Retention Rate

90%

Avg. Time-to-Deploy

6 Wks

Case Studies

Real Projects. Real Results.

A selection of AI solutions we've built across industries — each delivering measurable, lasting impact.

Computer Vision

Banking & Finance

AI-Powered KYC Face Verification for a Leading NBFC

Built a liveness-detection face verification system integrated into mobile onboarding. Reduced manual KYC review time by 80% and achieved sub-second verification on consumer-grade devices.

80%

Faster KYC

99.1%

Accuracy

<1s

Verification

Predictive AI

Smart City & Transport

Real-Time Vehicle Counting & Traffic Analytics Platform

Deployed a multi-lane vehicle counting system across 12 city intersections, classifying 6 vehicle types and generating hourly traffic flow dashboards for urban planning authorities.

12

Intersections

98.4%

mAP Score

6

Vehicle Types

Telephony AI

BPO & Contact Centre

AI Voice Agent Handling 10,000+ Customer Calls/Day

Replaced a legacy IVR with a conversational voice AI that resolves 70% of inbound queries without human escalation, operating in 3 languages with real-time sentiment detection.

70%

Auto-Resolved

3

Languages

60%

Cost Saved

Testimonials

What Our Clients Say About Us

Trusted by businesses across India for delivering reliable, scalable, and result-driven technology solutions.

The face verification system developed by SomniateTech has significantly improved our KYC process. Accuracy is excellent even in low-light conditions, and it reduced our manual verification efforts drastically.

AS

Amit Singh

CTO, FinServe Pvt. Ltd., Delhi

We implemented their AI-based vehicle counting system for our smart traffic project. The accuracy and real-time analytics helped us optimize traffic flow and reduce congestion effectively.

RK

Rajesh Kumar

Project Manager, Smart City Initiative, Bangalore

Their custom software and automation solutions helped streamline our internal processes. The team is highly professional, responsive, and delivers exactly what they promise.

SP

Sandeep Patel

Operations Head, RetailMart India

Engagement Models

Choose the Model That Works for You

Whether you need a one-off AI build, ongoing development support, or a long-term technology partner — we have a model to match.

Fixed-Price Project

Best for well-defined AI projects with clear scope, deliverables, and timeline. You know what you need — we build it, on time and on budget.

Fixed cost & timeline

Milestone-based delivery

Dedicated project manager

Full IP & code transfer

Get a Quote

Awards & Certifications

Our work has been recognised by industry bodies, technology partners, and client communities across India and globally.

AWS Certified Partner

Recognised Amazon Web Services partner for cloud and AI/ML solution delivery at scale.

Since 2025

Best AI Startup — Odisha Tech Summit

Awarded Best AI Startup at the Odisha Technology & Innovation Summit for our computer vision platform.

2025

Microsoft Certified Solutions Partner

Certified to deliver Microsoft Azure AI, Power Platform, and SharePoint enterprise solutions.

Since 2025

ISO 27001 Information Security

Certified for information security management — ensuring your data is handled with the highest standards of protection.

Certified 2025

FAQ

Frequently Asked Questions

Answers to the questions we hear most often from businesses exploring AI for the first time.

Do I need a large dataset to build a custom AI model?

Not always. It depends on the task. For computer vision tasks like face verification or vehicle detection, we can often start with as few as 500–2,000 labelled images using transfer learning and data augmentation techniques. For NLP tasks, fine-tuning an existing large language model may require only a few hundred examples. We always begin with a data audit to determine exactly what you have, what you need, and whether we can fill the gap through synthetic data generation or targeted collection.

How long does it take to build and deploy a custom AI model?

A typical end-to-end custom model — from data preparation through training to production API deployment — takes between 4 and 12 weeks depending on complexity. A focused computer vision model (e.g. a single-class detector) can be done in 3–5 weeks. A fully custom NLP pipeline or multi-model system may take 8–16 weeks. We always deliver a working prototype within the first 2–3 weeks so you can validate the direction early.

Who owns the AI model and data after the project?

You do — 100%. All models, training datasets, code, pipelines, and documentation are transferred to you on project completion. We operate with zero vendor lock-in. You can host the model anywhere, modify it, retrain it, or hand it to another team. We'll provide a full technical handover including architecture docs, training scripts, and deployment guides.

Can you integrate AI into our existing software systems?

Yes — integration is core to what we do. All our AI solutions are delivered as REST APIs or gRPC endpoints that plug into any existing system: ERP, CRM, mobile app, website, or internal tool. We also offer SDK wrappers for Python, JavaScript, and mobile platforms if needed. If your systems have specific authentication, rate limiting, or data format requirements, we design the integration layer around them.

How do you ensure our data stays private and secure?

Data security is non-negotiable. We sign NDAs before any data is shared. All data is processed in isolated, encrypted environments — never in shared cloud instances. We are ISO 27001 certified. For sensitive use cases (healthcare, banking), we can process all data entirely on your on-premise infrastructure or within your private cloud VPC, so data never leaves your control.

What happens if the model's accuracy degrades over time?

Model drift is a real challenge in production AI, and we plan for it from day one. Every model we deploy comes with an MLOps monitoring setup that tracks accuracy, data distribution shifts, and prediction confidence over time. When drift is detected, we trigger automated retraining pipelines or alert your team. We also offer ongoing maintenance retainers that include quarterly model reviews and retraining cycles.

Resources

Latest AI Insights & Articles

View All Articles

Generative AI

How RAG Pipelines Are Replacing Traditional Search in Enterprise Apps

Retrieval-Augmented Generation is fundamentally changing how companies surface internal knowledge. Here's how we've implemented it across industries.

12 May 2025Read More

Computer Vision

YOLOv8 vs DETR: Which Object Detector Should You Use in 2025?

A practical comparison of the two leading real-time detection architectures — with benchmark results on custom industrial datasets.

28 Apr 2025Read More

Telephony AI

Building a Multilingual Voice AI Agent: Lessons from Production

What we learned deploying a 3-language voice agent handling 10,000+ calls/day for a BPO client — including the failures that made it better.

10 Apr 2025Read More

We Build AI That Works in the Real World

End-to-End AI Solutions for Every Business Need

How We Deliver Every AI Project

AI Solutions Across Every Industry

What Sets Us Apart from Other AI Companies

Enterprise-Grade Tech Stack

Real Projects. Real Results.

What Our Clients Say About Us

Choose the Model That Works for You

Awards & Certifications

Frequently Asked Questions

Latest AI Insights & Articles

Stay Ahead of the AI Curve

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