AI development company that ships features into your product
Most companies don't need a research lab. They need one AI feature that works reliably inside the product their customers already use. We scope it, build it, measure it and hand it over with the code.
No call, no card, no email needed to see your estimate.
AI feature
Hours per feature
Typical range
$12,000 to $45,000
AI development services we deliver
- 01 AI document extraction: read invoices, contracts, forms and statements and turn them into structured data, 40 to 80 hours in our model
- 02 AI assistant on your data: answers grounded in your documents, help center or database, with sources, 48 to 96 hours
- 03 Classification and routing: sort tickets, emails, leads or documents and send them to the right place
- 04 Semantic search: find records by meaning, not only by exact words
- 05 Summaries and drafts: meeting notes, reports and replies your team edits before sending
- 06 Image and photo analysis for inspections, catalogs and quality checks
How we build AI features that hold up in production
A demo that works once is easy. A feature that works on your real data every day takes engineering. Every AI project we deliver includes the parts that make it dependable.
- 01 An evaluation set built from your own examples, so quality is measured, not guessed
- 02 Guardrails for what the feature may and may not answer
- 03 Human review steps where a mistake would be costly
- 04 Usage limits and cost caps in code, so a spike never surprises your bill
- 05 Logging of inputs and outputs for audits and improvement
- 06 A choice of model providers, selected for accuracy, cost and where your data may go
AI development cost in our model
An AI feature starts from 96 base hours for setup, evaluation tooling and deployment, plus the hours of each AI and supporting feature you select. AI features in our model range from $12,500 for the base package to $58,000 for a large scope. Running costs for the model provider are separate and depend on usage. We estimate them in Discovery and cap them in code. Read the guide on AI development cost for the details.
Your data stays under your control
We process your data only for the feature we build, in the infrastructure you own where possible, and we choose provider settings that exclude your data from model training. NDA and access by role apply from day one, as described on our secure software development page.
Where AI features fit
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- 01 Inside an existing web app or SaaS product
- 02 In an internal tool that processes documents for operations or finance
- 03 As the core of an MVP built around one AI workflow
AI development questions
We work with several leading model providers and open models and choose per feature, based on accuracy on your evaluation set, cost per request and your data requirements. The choice is documented in the scope.
We build an evaluation set from your real examples before we build the feature. Every change is scored against it, and you see the results in your sprint reports.
Often, yes. Open models can run in your cloud account when data must stay inside it. Discovery confirms what is feasible for your volume and budget.
Price your AI feature in about a minute
Pick AI document extraction, an assistant or search, add the supporting features and see the range.