AI Automation & LLM Integration
Neural workflow engines that remove the repetitive 40% of your team's week.
Most companies don't need 'an AI strategy' — they need ten specific, repetitive workflows automated. Reading inbound emails and routing them. Extracting data from invoices and PDFs. Drafting first-pass responses, reports, and quotes. Answering the same fifty customer questions. These are exactly the tasks modern large language models handle reliably when they're engineered into your systems properly, with guardrails, rather than bolted on as a chatbot.
We build production AI systems for clients across the United States, United Kingdom, Canada, Europe, and the Gulf: custom LLM integrations using models from Anthropic and OpenAI, retrieval pipelines over your own documents and data (RAG), AI agents that operate your internal tools, and intelligent document processing that turns unstructured paperwork into structured records. Every system ships with evaluation suites, fallbacks for when the model is uncertain, and cost controls — because an AI feature that hallucinates or burns budget is worse than no AI feature.
//What We Deliver
LLM_INTEGRATION
Custom integration of Claude, GPT, and open-weight models into your product or back office — prompt engineering, evaluation, and cost optimisation included.
RAG_PIPELINES
Retrieval-augmented generation over your documents, knowledge bases, and databases, so answers come from your data, not the model's imagination.
AI_AGENTS
Autonomous and semi-autonomous agents that use your internal tools — triaging tickets, updating records, preparing drafts for human approval.
DOCUMENT_INTELLIGENCE
Automated extraction from invoices, contracts, bills of lading, and forms — PDFs and scans in, clean structured data out.
//Engagement Protocol
- 01
Workflow audit — we map where your team's hours actually go and rank automation candidates by ROI
- 02
Pilot build — one workflow automated end-to-end in 2–4 weeks, measured against a baseline
- 03
Hardening — evaluation suites, edge-case handling, human-in-the-loop controls, cost ceilings
- 04
Rollout & expansion — deploy, train your team, and move down the ranked list
//Frequently Asked Questions
Which AI models do you work with?
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We work with Anthropic's Claude models, OpenAI's GPT models, and open-weight models (Llama, Mistral) when data must stay on your infrastructure. We're model-agnostic: we benchmark candidates against your actual workload and recommend based on accuracy, latency, and cost — not vendor loyalty.
Is our company data safe when using LLMs?
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Yes, when architected correctly. We use API tiers where your data is not used for model training, redact sensitive fields before they reach any third party, and can deploy open-weight models entirely within your own cloud for regulated workloads. For European clients we design pipelines with GDPR data-residency requirements in mind from day one.
How much does an AI automation project cost?
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A focused pilot — one workflow automated end-to-end — typically lands in the $5,000–$15,000 range and ships in two to four weeks. Larger multi-workflow programmes are scoped after the pilot proves ROI. Because our engineering team is based in Karachi, these figures are typically 40–60% below equivalent US or UK agency quotes for the same scope.
Do you build AI chatbots?
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Only when a chatbot is actually the right interface. Many 'chatbot' requests are better served by automation that works invisibly — auto-drafted replies, auto-routed tickets, auto-filled records. When a conversational interface is right (customer support, internal knowledge access), we build it with retrieval over your real documentation so it answers accurately or escalates to a human.
Can you work with our existing software and tools?
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That's the default assumption. AI automation only delivers value when it plugs into the systems you already run — your CRM, helpdesk, ERP, spreadsheets, and email. We integrate via official APIs wherever they exist and build reliable bridges where they don't.
Scope your project
Free consultation // info@codeeee.com // +92 336 1287518