AI Consulting and Services

Accelerate AI Adoption.
Build What Actually Works.

Blending deep expertise in Generative AI & Agentic AI, NLP, and Document Intelligence with proven, customizable solutions to deliver scalable, real-world impact.

Got AI-generated code but struggling with reliability & scale?
LLM APIs working but too costly to deploy at scale?
Worried about Agent security and data privacy?
AI Agents not doing your bidding? Go beyond prompting.
Struggling to identify the right AI use cases?
Got AI-generated code but struggling with reliability & scale?
LLM APIs working but too costly to deploy at scale?
Worried about Agent security and data privacy?
AI Agents not doing your bidding? Go beyond prompting.
Struggling to identify the right AI use cases?
The Challenge

Why Most AI Investments Fall Short

Most enterprises struggle to realize ROI from AI, even as individuals see dramatic productivity gains.

Off-the-shelf tools and ad-hoc prompting aren’t enough to enhance company-specific workflows or competitive advantages. In-house experiments often spiral into cost overruns, wasted effort, and misalignment with business goals.

The truth is, most breakthrough AI systems are finely tuned for a specific task. If your company’s solutions aren’t another copy in the crowd, why should your AI be? When it isn’t tailored to the problems you actually face, results are bound to be underwhelming.

 The Core Insight
“Real success demands domain expertise, rigorous design, and deep workflow integration.”

AI delivers only when it’s built for your business—not simply bought or borrowed.

Why Inscripta

The Inscripta Advantage

01

Decades of Production AI

Deploying production-grade AI across startups and enterprises—from early NLP to modern foundation models and LLMs.

02

Full-Stack AI Evolution

Track record spanning Word2Vec → BERT → Foundation Models & LLMs → Agentic Workflows.

03

Model-Agnostic Expertise

Cloud, open-source, and on-prem: GPT-4o, Gemini, LLaMA, Phi-4-mini—we work across the full model landscape.

04

Cutting-Edge Frameworks

LangChain, AutoGen, Vertex AI, CrewAI, LlamaIndex—we deploy the right tools for the right problems.

05

Measurable ROI Focus

Faster implementations, reduced risk, and sustainable adoption—obsessed with outcomes, not demos.

Our Expertise

What We Deliver

Agentic AI & Generative AI

Design and build autonomous, tool-using agents  for real-world business needs.

Expertise in RAG, modular agent coordination, and production-ready agentic architectures.

Agentic AI
Production Planning Agents

Scenario analysis and decision support for inventory, demand, resources, and logistics.

RAG + Search + LLM Finetuning
Document Intelligence Agents

Search, QA, configurable extraction, and generation across text, tables, and diagrams.

Business Impact

Built to Deliver Results

Faster Implementation

Pre-built modules and proven accelerators cut time-to-value dramatically.

Reduced Risk

Avoid costly missteps in early-stage AI deployments with battle-tested methodology.

Business Alignment

Solutions anchored to your goals—not just interesting tech experiments.

Scalable & Sustainable

Solutions owned by your teams, built to grow with your business.

Measurable ROI

Productivity gains, quicker time-to-value, and better decisions—tracked and proven.

Proven Impact

Results That Speak for Themselves

Real-world deployments across industries—each built to solve a specific problem with measurable outcomes.

Life Sciences & Pharma 70% Faster Data Extraction

Clinical Trials Intelligence

Unlocking structured insight from dense, complex medical research at scale.

Challenge

Extracting structured clinical data from dense medical research papers—manually intensive, error-prone, and slow.

Solution

ParseQa extracts quantitative & qualitative data from unstructured text, tables, and images with natural language querying.

Impact

Faster insights, reduced manual effort, and improved decision-making across life sciences R&D workflows.

Read full case study
Clinical Trials Intelligence
IT · Fintech · Legal Domain-Adaptive Semantic QA

Intelligent FAQ Bot

Moving beyond keyword matching to true document-level semantic understanding.

Challenge

Traditional FAQ bots rely on keyword matching and lack document semantics—leading to missed answers and user frustration.

Solution

ParseQa enables semantic indexing of unstructured content across formats for intelligent, contextual question answering.

Impact

A dynamic FAQBot that’s intuitive, scalable, and quickly customizable across legal, compliance, and fintech domains.

Intelligent FAQ Bot
Manufacturing & Logistics Multi-Agent AI System

AI-Powered Production Planning

A conversational LLM copilot with specialized agents for demand, inventory, resource, and logistics planning.

ML Demand & Price Forecasts
OR Batch & Logistics Optimization
What-If Scenario Analysis
Solution

LLM-based Copilot + specialized agents for Demand, Inventory, Resource & Planning — seamlessly integrated with ML engines, OR optimizers, and knowledge-search tools.

Capabilities

ML forecasts for demand & prices · OR algorithms for packing, scheduling & line optimization · Instant what-if scenario evaluation.

Multi-Agent Production Planning
Smart Infrastructure 95%+ System Accuracy

Parked Car Detection System

Computer vision for parking meters—handling real-world noise, variable lighting, and arbitrary sensor orientation.

95%+ System Accuracy
Auto Area of Interest Detection
All Weather Conditions
Challenge

Detection from parking meter images with no fixed sensor orientation, varied lighting, and noise from rain and smudge.

Solution

Automatic area-of-interest detection with robust handling of orientation variance, lighting, and weather-induced noise.

Impact

Production-deployed system achieving 95%+ accuracy across all real-world conditions, enabling automated parking enforcement at scale.

Parked Car Detection System

Make AI work for you

Inscripta creates bespoke solutions, based on customizable products, that originate within your organization and thereby take deep roots within your workflows. Bank on our years of top-class, real-world AI & NLP experience to avoid common pitfalls in deploying enterprise AI solutions

Blog

Consulting Process

Process timeline

Based on our decades of experience in building AI products, we can help you to formulate, implement, and build high-quality AI solutions specific to your business and domain

Get In Touch!


Looking to add intelligence to your systems?
Require customized deployment?

sales@inscripta.ai