AI development services
AI that pays for itself.
We pilot a chatbot, assistant, agent or model against your real data first, measure it against numbers you agree upfront, and tell you plainly if a simpler process would do the job better. Nothing goes to production until it's earned it.
- Pilots from $3,900
- First pilot in 2–5 weeks
- Your data stays yours
Do you actually need AI?
Sometimes. Not always. A lot of "we need AI" problems are really "we need a simpler automation" or "we need a better process" problems wearing an AI costume — and AI that doesn't pay for itself is just an expensive toy. Before we scope anything, we'll tell you honestly which one you've actually got.
Skip AI — for now — if:
- A better form, template or spreadsheet would fix it
- The volume's too low to be worth automating yet
- The process changes every few weeks — you'd be automating a moving target
- Nobody's measuring the problem in hours or money yet
AI is probably the right tool if:
- The same question, document or decision repeats hundreds of times a month
- The work is repetitive but needs judgement, not just fixed rules
- You can point to the hours or cost it's currently taking
- You're willing to measure the pilot against a real number, not a feeling
Six jobs AI is good at right now, for a business your size.
Answering the same 200 questions.
Support and sales fielding the same questions about pricing, hours, returns and how something works, every single day.
Quoting faster from documents.
Turning a spec sheet, a site plan or a materials list into a first-pass quote in minutes instead of an evening.
Routing and triaging enquiries.
Sorting new emails, tickets and form fills by type and urgency, and sending each one to the right person automatically.
Summarising calls into the CRM.
Turning a sales call or client meeting into a clean summary and next steps in the CRM, without anyone typing it up.
Catching anomalies in orders and finance.
Flagging the order, invoice or expense that doesn't look like the others, before it becomes a costly mistake.
Drafting first versions of documents.
Proposals, job descriptions and reports — a solid first draft in minutes, reviewed and finished by a person.
Chatbot, assistant, agent or model?
Four words get used interchangeably, and they're not the same thing. Knowing which one you actually need changes the price, the timeline and the page you should read next.
| Type | What it does | Where to look |
|---|---|---|
| Chatbot | Answers customers on your site and channels | AI Chatbots |
| Assistant | Works over YOUR documents and data | Generative AI |
| Agent | Does multi-step work in your tools | AI Agents & Automation |
| Model | Predicts from your history | Machine Learning |
From a chatbot on your website to a model that predicts demand.
Machine Learning
Forecasting, scoring and predictions from your own history — classical models that are often cheaper and more accurate than an LLM for this job.
From $4,900Machine LearningGenerative AI & LLMs
Assistants and workflows that read your documents and draft, summarise or answer — grounded in your material, with sources shown.
From $6,900Generative AI & LLMsAI Chatbots
A chatbot trained on your site and docs that answers, books calls and hands off to a human the moment it should.
From $3,900AI ChatbotsAI Agents & Automation
Multi-step work handled end to end in the tools you already use, with a person approving anything that matters.
From $5,900AI Agents & AutomationSix steps, and nothing reaches production until it's earned it.
Readiness check
A short, honest look at your data, your process and the problem you're trying to solve — and whether AI is even the right tool for it.
Pilot
One model, one workflow or one chatbot, built against your real data and measured against numbers you agree upfront.
Measure against agreed numbers
Accuracy, hours saved, resolution rate — whatever you agreed matters — checked honestly, including if the answer is "not yet."
Production hardening
Error handling, monitoring, logging and the unglamorous work that turns a promising pilot into something that runs unattended.
Integrate
Connected to your CRM, helpdesk, website or internal tools, so it works inside your day rather than beside it.
Run & improve
We monitor, retrain and tune from a run retainer, and tell you honestly when it's time to expand the pilot — or leave it exactly as it is.
Typical pilot lengths: chatbot 2–3 weeks · documents assistant 3–5 weeks · agent or automation 3–5 weeks · ML model 2–4 weeks. Run retainers once live: $190–$390/mo, depending on what’s running.
Guardrails that come standard, not as an upsell.
Your data stays yours
No training anyone else's model on your data. It answers your questions — it doesn't teach a system your competitors also use.
Human-in-the-loop
Anything consequential — a refund, a contract, a diagnosis — goes to a person before it goes out, not after.
Audit trails
Every decision an agent or model makes is logged, so you can see why it happened, not just what happened.
Honest measurement
We report the number that matters, including when a pilot doesn't clear the bar — no dashboard theatre.
The right model for the job, not the one everyone's talking about.
GPT, Claude, Gemini, Llama or Mistral — chosen per job for quality, cost and privacy, and built so you can swap the model later without rebuilding everything around it.
- GPT
- Claude
- Gemini
- Llama
- Mistral
- LangChain
- LlamaIndex
- Pinecone
- pgvector
- Azure OpenAI
- AWS Bedrock
- Python
- FastAPI
- n8n
- Make
- Zapier
Start with a free AI readiness call.
Twenty minutes with a senior engineer, not a salesperson. You leave knowing whether AI is worth it for you this year, and the one pilot we'd run first if it is.
Stronger together.
Get a free proposal for your AI pilot.
Send a few details and a senior engineer — not a salesperson — will come back within one business day with questions, a recommendation and a price.