> services/ai-tools

AI & Intelligent Tool Development

Smart assistants, automated analysis, and machine learning applied where it actually helps — not as a buzzword. Real tools that make your team faster or your product smarter.

AI, used where it earns its keep.

01

LLM-powered assistants

Customer service bots, internal knowledge assistants, document-drafting tools. Built on Claude, GPT, or open-source models depending on your privacy and cost requirements.

02

Document understanding

Extract structured data from PDFs, invoices, contracts, and forms. Turn unstructured documents into clean records in your database — with a human-in-the-loop review step for high-stakes fields.

03

Retrieval-augmented search

Semantic search over your documentation, knowledge base, or customer history. Users get direct answers instead of a list of links to read.

04

Workflow augmentation

AI that drafts, summarizes, classifies, or routes — with your team reviewing and approving. Faster than manual, safer than full autonomy.

Model-agnostic by design.

We pick the model based on your constraints — latency, cost, data sensitivity, compliance. Not locked to one vendor.

Claude / Anthropic OpenAI / GPT Llama / Local LangChain Pinecone / pgvector Embeddings Python / FastAPI Evals

Typical engagement.

Timeline: 2–4 weeks for a focused assistant or doc-parsing tool. 6–12 weeks for production RAG systems with evaluation, guardrails, and monitoring.

Budget range: Proofs of concept from $5,000. Production AI tools from $20,000. High-compliance or high-volume deployments quoted after discovery.

What we insist on: An evaluation suite so we can measure quality, not just hope. Guardrails so the model doesn't hallucinate into your production data. Observability so you can see what's being said.

Honest note: AI isn't always the answer. If you brief us on something that's better solved with regular software, we'll say so.

2–4wk
Proof of concept
Evals
Built in
$5k+
Starting at
Multi
Model provider

Got a task you wish a computer could handle?

Describe the task, the volume, and what "good" looks like. We'll tell you honestly whether AI is the right fix.

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