AI & ML solutions
AI features that read your documents.
A scoped AI feature over your own data: pull fields out of documents, read images, answer questions from your content. We wire current models through their APIs, so you get a working demo in week one and a price fixed up front.
AI work here means a precisely scoped feature, not a vague "make it smart" wish. That might be a chat interface over your own data, document processing, computer vision, or an automation layer that removes manual steps. We integrate current LLMs through their APIs rather than training models from scratch, which keeps cost and timeline sane. A defined AI feature prices like any other feature, so we scope exactly what it does before quoting.
Want an AI feature scoped and priced? Read the MVP cost guide or get an instant range from the estimator.
Pick an input. The model reads the raw text and pulls out the fields you asked for, with a confidence score on each one. Same idea for invoices, emails, resumes, or your own documents.
NORTHGATE SUPPLY CO. Bill to: Meridian Labs ────────────────────── INV #NG-20418 | Issued 03 Mar 2026 Net-30, due 02 Apr 2026 3x Filtration cartridge $420.00 1x Calibration service $180.00 Shipping & handling $34.50 Amount due: USD 634.50 Remit to acct ending 8891
- Vendor
- Northgate Supply Co.
- Invoice number
- NG-20418
- Issue date
- 2026-03-03
- Due date
- 2026-04-02
- Total
- USD 634.50
- Terms
- Net-30
AI Chatbots
Intelligent conversational agents powered by GPT-4 and custom-trained models.
Computer Vision
Image recognition, object detection, and visual analysis for your applications.
Predictive Analytics
Data-driven insights and forecasting to power better business decisions.
LLM Integration
Seamlessly integrate ChatGPT, Claude, and other LLMs into your products.
| With us | A vague "add AI" bolt-on | |
|---|---|---|
| Scoped to a job it actually does | Vague "make it smart" | |
| Working demo on your data in week one | ||
| Fixed price, quoted up front | Open-ended R&D | |
| Runs on current model APIs | Trains from scratch | |
| Handles the messy inputs, not just the demo | Happy path only | |
| You own the code and the prompts | Locked to their tool |
- Week 1
Scope and a working demo
We pin down exactly what the feature reads and returns, then run it on a sample of your real data so you judge accuracy on day one, not a slide.
- Weeks 2–3
Wire it to your data
We connect the model to your documents, images, or content, tune the extraction against real edge cases, and put a confidence score on every field.
- Weeks 3–5
Handle the messy inputs
We test the ugly cases: bad scans, odd formats, missing fields. Then we add a review step for low-confidence results and set the cost ceiling per run.
- Launch
Ship it into your product
Deploy behind your own API keys, hand over the repo and the prompts, and leave you a feature your own engineers can change.
- Custom AI Chatbot Development
- GPT-4 / LLM Integration
- Recommendation Systems
- Natural Language Processing
- Computer Vision Solutions
- Predictive Analytics & ML Models
- AI-Powered Automation
- Voice Assistant Integration
- OpenAI GPT-4
- LangChain
- Python
- TensorFlow
- PyTorch
- Pinecone
- Hugging Face
- AWS SageMaker
- Anthropic Claude
- Whisper
★★★★★
“codingeagle was awesome. The seller went above what I was paying for and was so patient. I would definitely recommend this service if you are looking for a professional to add payment integration to your site.”
Scoped features over your own data: pulling fields out of documents, reading and tagging images, answering questions from your content, and removing manual data-entry steps. It is one defined job with a clear input and output, not a vague "make it smart" wish.
Rarely, and only when there is a real reason. We integrate current LLMs and vision models through their APIs, which keeps cost and timeline sane and gives you accuracy that took years to build. Training from scratch is a post-revenue luxury for most teams.
This is a scoped feature you call and get a result from, not an autonomous agent taking actions across your systems. It reads an input, returns structured data, and hands control back. If you want workflow automation with agents, that is a separate conversation.
A defined feature is scoped and fixed up front, starting from $5,000, so there is no open-ended research bill. We show you accuracy on your own data in the first week before you commit to the full build.
Every extracted field gets a confidence score, and anything below your threshold routes to a human review step instead of shipping silently. You decide where the model is trusted and where a person signs off.
We use API tiers that do not train on your data, keep sensitive fields out of prompts where we can, and run inside your own accounts. You own the keys, the prompts, and the code from day one.
Ready to put AI on your own data?
Book a call and get a scoped AI feature, a fixed price, and a working demo on your data in the first week.