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Service / AI integration

Chatbots, RAG, vision, voice — grounded by your data, deployed inside your workflow.

Custom AI integrations for small business: chatbots that actually know your products, retrieval-augmented generation grounded in your private knowledge base, vector search across years of internal documents, voice and audio interfaces, vision and OCR for paper-heavy operations, and private fine tuning when an off-the-shelf model is not enough.

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→Capabilities

What we actually build

RAG is the highest-leverage AI integration for almost every small business. If you have a knowledge base — products, policies, internal documents — RAG turns it into a search engine that answers in plain English with citations.

Retrieval Augmented Generation (RAG)

Your private documents, indexed in a vector database, queried by an LLM that grounds every answer in your sources. The single highest-leverage AI integration for any business with knowledge to look up.

  • postgres pgvector or qdrant
  • document chunking, embedding, retrieval
  • citation back to source pages
  • access control by user / role

Custom chatbots

Trained on your products, your policies, your tone. Embedded on your site or inside Slack, Teams, Zendesk, or your existing helpdesk.

  • multi turn memory
  • handoff to human
  • analytics + transcripts

Voice and audio

Real-time speech to text, text to speech, voice-driven workflows. Phone agent automation. Meeting transcription with action items.

  • OpenAI Realtime, ElevenLabs
  • Twilio integration
  • SOC2 friendly hosting

Vision and OCR

Document parsing, ID verification, receipt extraction, form recognition. Built for paper-heavy operations: tax, real estate, medical, insurance.

  • Claude vision, GPT-4o vision
  • structured output (JSON)
  • HIPAA-aware pipelines

Private fine tuning

When an off-the-shelf model is not specific enough. We curate the dataset, train the model, evaluate it, and deploy on your own hardware or a private endpoint.

  • LoRA or full fine tune
  • evaluation harness
  • your model, your weights
→Process

How an AI integration ships

🔍

Discover

1 hour call. We figure out what you actually need vs what you think you need. Cost: free.

📋

Scope

Fixed-price quote within 48 hours. Statement of work, deliverables, milestones, payment schedule.

⚙️

Build

2 to 5 weeks depending on scope. Weekly Loom updates. You see staging on day 7.

🚀

Ship

Production deploy, documentation handed over, training session for your team. 30 days of bug fixes included.

→What it costs

Pricing

Starter chatbot

Embedded chat, your content

$1,997
one time, fixed
  • trained on up to 200 pages
  • embed on any site
  • conversation logs
  • 30 day post-launch support
Request quote →
Most leverage
RAG system

Private retrieval, grounded answers

$4,997
one time, fixed
  • vector database setup
  • document ingestion pipeline
  • chat UI or API
  • citation rendering
  • role-based access
  • 90 day support
Start build →
Custom build

Multi-modal, fine-tuned, scaled

$9,997+
scope dependent
  • vision, voice, text combined
  • private fine tuning
  • your own model endpoint
  • full evaluation harness
  • SOC2-aware architecture
  • 180 day support
Discuss scope →