GeekyAnts
Artificial Intelligence Consulting

ML Strategy and Model Discovery

We help you leverage machine learning for your business goals. We deliver pragmatic model development that supports business logic: fine-tuning and optimization where it matters, and lean deployments when cost/latency matters.

Machine learning research often hits a wall when it meets real-world constraints. A model that is accurate in a test environment can still be too slow for your users or too expensive to keep running. We see many projects fail because the engineering side was overlooked during the planning phase.


We help you leverage machine learning and make it a worthwhile investment. We look at the full picture of your data and your infrastructure to find the most efficient path forward. This results in a system that solves real problems without becoming a technical burden. Our partners value this because it turns complex problems into a functional, scalable product.

CUSTOMER STORIES

Client Results and Success

Document Intelligence Platform

99% reduction in manual effort

We reduced manual effort from days to minutes through a system that allows teams to search, understand, and review extremely large documents. The platform also answers user questions directly from the document and even pinpoints the exact page where the information exists.

2 mins

For 1,000–10,000 pages processing

85%+

Accuracy in responses

95%+

Contextual relevance

Architecture Review Assistant

88.33% reduction in TAT for review

We built an AI assistant that brought the turnaround time for tech architecture review down to less than one hour. It reviews technical architecture diagrams and highlights potential issues or weaknesses even before they reach the architects for approval.

<1 hr

Tech architecture review time

~70%

Accuracy in identifying issues

95%

Contextual relevance

Automated Reporting &amp; Insights System

99% faster turnaround time for report creation

We built an AI-driven reporting system that enables sales and business teams to get their reports instantly, without any dependency on BI teams. Users can ask a question, and the system fetches the data, analyzes it, and generates ready-to-use dashboards in real time.

<1 min

Report turnaround

~85%+

Accuracy in generated reports

~85%

Contextual relevance of insights

Property Inspection Chat Assistant

90% property-data relevance during on-site queries

We built an on-property chat assistant that lets buyers scan a QR code during their visit to instantly ask questions about the property—covering nearby facilities, energy ratings, floor plans, furnishings, pest reports, and more via text or voice.

80%

answer accuracy

~90%

relevance to the property data

2x faster

On-site interactions with voice-enabled queries

Personalized Meal Recommendation System

80% recommendation accuracy

We built an AI system that recommends meals based on available ingredients, tools, and dietary needs. The solution intelligently adapts over 3,000 base recipes to match specific family sizes and portion requirements instantly.

80%

Recommendation accuracy

AI Assisted Clinical Documentation for Dentists

95% accuracy in diagnosis and prescription generation

We developed an AI system that listens to dentist-patient conversations to automatically generate comprehensive clinical documentation. The platform captures diagnoses, tests, scans, and prescription details in real time. This allows practitioners to verify and print records instantly, which eliminates the burden of manual data entry during peak clinic hours.

~95%

Accuracy in generated reports

~95%

Contextual relevance

WHAT WE DO

Our Capabilities

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RAG Optimization

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Model Fine-Tuning

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Small Language Model Strategy

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Data Engineering & Curation

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MLOps & Performance Monitoring

What You Get

We Help You Move Beyond Guesswork

Many AI projects start with early assumptions about how a model will perform. We replace those assumptions with technical data and clear benchmarks. Our approach is straightforward: Build for reliability. Align with business logic. Scale with efficiency.

What You Get

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    Full visibility into data pipelines

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    Technical proof for every model decision

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    A shared roadmap for engineering and business teams.

    • WHY TRUST US

    What You Get From a Partnership With GeekyAnts

    These are the concrete outcomes of our engagement:

    Model Selection Analysis

    A detailed report comparing different models to find the most cost-effective fit for your specific task.

    Optimization & Evaluation Metrics

    Clear data showing exactly how much performance improved after fine-tuning or RAG customization.

    Infrastructure & Monitoring Plan

    A blueprint for where your model lives—whether in the cloud or on the edge—and how we track its health in production.

    Security & Lifecycle Framework

    A practical guide to keeping your data safe and your models accurate as your requirements change over time.

    HOW WE HELP

    Our Core Capabilities

    AI Strategy

    We build technical moats through strategic use-case selection, ROI modeling, and competitive positioning.

    Agentic AI

    We design and deploy multi-agent systems that handle complex reasoning and autonomous task execution.

    ML Model Development

    We perform custom fine-tuning, RAG optimization, and SLM deployment tailored to specific business logic.

    AI Pods

    Hire self-sustaining AI-empowered engineering PODs that can work on a project end-to-end.

    FEATURED CONTENT

    Our Latest Thinking in AI/ML

    Discover the latest blogs on Our Latest Thinking in AI/ML, covering trends, strategies, and real-world case studies.
    From RFPs to Revenue: How We Built an AI Agent Team That Writes Technical Proposals in 60 Seconds
    Technology

    Apr 9, 2026

    From RFPs to Revenue: How We Built an AI Agent Team That Writes Technical Proposals in 60 Seconds

    GeekyAnts built DealRoom.ai — four AI agents that turn RFPs into accurate technical proposals in 60 seconds, with real-time cost breakdowns and scope maps.

    Building an AI-Powered Proposal Automation Engine for Presales — With Live Demo
    Business

    Apr 9, 2026

    Building an AI-Powered Proposal Automation Engine for Presales — With Live Demo

    A deep dive into how GeekyAnts built an AI-powered proposal engine that generates accurate estimates, recommends tech stacks, and creates client-ready proposals in seconds.

    How AI Is Eliminating Healthcare Claim Denials Before They Happen
    AI

    Apr 8, 2026

    How AI Is Eliminating Healthcare Claim Denials Before They Happen

    A behind-the-scenes look at how our internal AI-driven validation system catches healthcare claim errors before they reach the insurer, reducing denials and cutting administrative costs.

    Engineering a Microservices-Based AI Pipeline for Healthcare Claim Validation
    AI

    Apr 7, 2026

    Engineering a Microservices-Based AI Pipeline for Healthcare Claim Validation

    A technical breakdown of the real-time AI claim validation system we built to reduce healthcare claim denials — using dual-agent reasoning, microservices architecture, and a HIPAA-minded zero-persistence design.

    How We Built a Real-Time AI System That Stops Fraud in 200ms
    AI

    Apr 7, 2026

    How We Built a Real-Time AI System That Stops Fraud in 200ms

    A breakdown of how we built an AI fraud detection system that makes accurate decisions in under 200ms without blocking legitimate transactions.

    How We Built an AI Agent That Fixes CI/CD Pipeline Failures Automatically
    AI

    Apr 7, 2026

    How We Built an AI Agent That Fixes CI/CD Pipeline Failures Automatically

    A deep dive into how we built an autonomous AI agent that detects and fixes CI/CD pipeline failures without human intervention.

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    Ready to Turn ML Investment to ROI?

    Schedule a technical discovery session with our machine learning team today.

    Trusted By

    Ready to Turn ML Investment to ROI?

    Schedule a technical discovery session with our machine learning team today.

    Trusted By

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