Legal & compliance
Document redaction platform
A system that finds and permanently removes sensitive information from uploaded documents, including scanned files.
Services AI Agents & LLM Engineering
AI Agents & LLM Engineering
AI that does real work inside your business, not just a demo.
Custom AI agents, chatbots and RAG systems that work on your real data and connect to the tools you already use.
Tools we use
- Python
- FastAPI
- LangChain
- CrewAI
- n8n
- OpenAI
- Claude
- Qdrant
- PostgreSQL
Get a AI Agents & LLM Engineering Estimate
Tell us what you need. We reply within a few hours.
Overview
Most AI projects stall between a promising prototype and something a team can rely on every day. We build the part that comes after the demo: agents that call your APIs, search your documents, follow your rules and hand off to a person when they should.
Every build includes evaluation, so you can see how accurate the system is before it goes live, and cost controls, so the monthly bill stays predictable.
What's included
Everything You Need, Handled.
AI agents
Agents that take actions: look up records, update systems, send messages, and report back.
RAG over your data
Chat and search over PDFs, docs, websites and databases, with sources shown for every answer.
Workflow automation
Multi-step automations with n8n, LangChain or CrewAI, connected to your existing tools.
Fine-tuning & prompts
Model selection, prompt design and fine-tuning when off-the-shelf models are not enough.
Evaluation & guardrails
Test sets, accuracy tracking and rules that keep answers on-topic and safe.
Deployment
APIs, admin panels and monitoring so the system keeps running after handover.
Good fit for
Who This Service Is For
- Support teams answering the same questions every day
- Companies with large document libraries
- SaaS products adding an AI feature
- Operations teams with repetitive manual workflows
AI agents by industry
AI Agents Built for Your Industry
Respond to every lead in seconds, qualify it and book the appointment, 24/7. Live in 7 to 10 days.
AI Agents forReal Estate
AI Agents forDental Clinics
AI Agents forLaw Firms
AI Agents forHVAC Companies
AI Agents forMed Spas
AI Agents forInsurance Agencies
AI Agents forRoofing Companies
AI Agents forMortgage Brokers
AI Agents forE-Commerce Brands
AI Agents forHealthcare Clinics
AI Agents forEducation & Coaching
AI Agents forHospitality
How we work
A Simple, Clear Process
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1. Discover
Understand your goals, users and requirements.
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2. Design
Plan the right product and user experience.
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3. Develop
Build, test and refine in short milestones.
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4. Launch
Deploy, support and scale together.
Selected work
Recent Projects
Manufacturing
AI quality inspection
Automated first-level inspection that reviews product images and flags defects before a person has to look.
AI Agents & LLM Engineering FAQ
Questions About AI Agents & LLM Engineering
Can't find your question? Ask us directly and we'll reply within a few hours.
Ask a QuestionHow much does a custom AI agent or chatbot cost?
It depends on what the agent needs to do and which systems it connects to. After a short scoping exchange we give you a fixed price for the first milestone, which is usually a working prototype on your own data, so you see results before committing to the full build.
How long does it take to build an AI agent?
A focused prototype usually takes 1 to 3 weeks. A production system with integrations, testing and monitoring typically takes 4 to 10 weeks, delivered in short milestones with a demo at the end of each.
Which AI models do you use?
We pick per project: OpenAI, Anthropic Claude, or open-source models such as Llama when data has to stay on your own servers. We compare quality and running cost before recommending one.
Can the AI use our private documents and data?
Yes. Documents are indexed in a private vector database that only your system can access, and your data is never used to train public models.
Will the AI make things up?
We reduce this by grounding every answer in your documents, showing the source, adding guardrails and testing against real questions before launch. When the agent is not sure, it can say so or hand over to a person.
Can it connect to our CRM, helpdesk or other tools?
Yes. Agents can read and update tools like HubSpot, Salesforce, Zendesk, Slack, Google Workspace, Notion, databases and any system with an API.
How do we know the answers are accurate?
Every build includes a test set built from real questions and an evaluation report, so accuracy is measured before launch and tracked afterwards.
What will it cost to run each month?
We estimate monthly model and hosting costs up front, then add caching, smaller models where possible and usage limits so the bill stays predictable.
Who owns the AI system?
You do. Code, prompts, data pipelines and all accounts are handed over at every milestone.
Do you support it after launch?
Yes. We monitor answer quality, update prompts and models as better ones are released, and add new abilities on a monthly support plan.
Related services
Often Combined With AI Agents & LLM Engineering
Clients who need AI Agents & LLM Engineering often also ask us about Full-Stack Web & SaaS, Computer Vision & OCR and Cloud & Server Management. One team can handle all of it.
Full-Stack Web & SaaS
SaaS products, marketplaces, dashboards and internal tools, built to production standard from day one.
Computer Vision & OCR
Detection, inspection, video analytics and document processing for cameras, production lines and paperwork.
Cloud & Server Management
Server setup, deployment, monitoring and DevOps on AWS, DigitalOcean and similar platforms.
Have a Project in Mind?
Let's turn your idea into a high-performing digital product. Tell us a little about it and we'll reply with an approach, a timeline and a fixed price for the first milestone.
- Reply within a few hours
- NDA available on request
- All code and IP is yours
Prefer email? ismorpp@gmail.com
Get a Project Estimate
Tell us what you need. We reply within a few hours.