Claude Services / Build & Integration
Claude inside the product your customers pay for.
We build Claude into your external-facing product or service — architecture, evaluation, safety, cost model, and launch, at production standard rather than demo standard.
Engagement
Scoped to a fixed fee
Fixed scope
Typical timeframe
3–6 months
Who it's for · Product and engineering teams shipping an AI capability to their own customers, where quality and cost are commercial risks.
The engagement
- 01
Discovery and architecture, including the quality bar and cost envelope
- 02
Milestone build inside your codebase and release process
- 03
Hardening: evaluation, safety, load and cost testing before exposure
- 04
Staged launch, instrumentation review, and handover with a runbook
What you walk away with
A Claude-powered product capability live for your customers, with evaluation and cost control in place.
What we deliver.
- Product and technical discovery — the capability, its quality bar, and its unit economics
- Architecture for production: streaming, caching, model routing, fallbacks, and rate limits
- The build itself, integrated into your product and your release process
- Evaluation suites and quality gates tied to the behaviour your customers actually see
- Safety layer: abuse handling, prompt-injection defences, content policy, and escalation paths
- Unit-economics model and cost controls so margin holds as usage grows
- Instrumentation, launch support, and a documented operating runbook
In practice
An AI assistant inside a SaaS product, built against a real quality bar
Claude-powered drafting or review added to a professional-services platform
An existing AI feature rebuilt because quality or cost didn't hold at scale
Before you start.
What you'll need
- A product owner and access to your engineering team and codebase
- A defined customer-facing use case
- Agreement on the quality bar and the cost envelope before build
Not included
- Anthropic consumption costs or your own infrastructure costs
- Product marketing, pricing strategy, or go-to-market
- Ongoing production operations (that's Managed AI Operations)
An Anthropic partner with Claude-certified architects — the people who scope your programme are the people who build it.
50+ specialists across strategy, implementation, automation, data, and custom development, so a Claude programme lands in your real systems.
Every engagement leaves your team trained and documented — you own the outcome after we go.
Questions, answered.
Yes — that's the default. We work in your repositories, your review process, and your release cadence, so what ships is maintainable by your team.
Model routing, prompt caching, context discipline, and hard usage limits, modelled against your pricing before build and instrumented after launch so margin is visible per customer rather than as one monthly bill.
Untrusted input is treated as data, never as instructions: constrained tool surfaces, output validation, privilege separation between the model and your systems, and adversarial tests in the evaluation suite.
Anthropic seats and API consumption are billed to you on your own account, so the environment and the data stay yours. We help you land on the right plan and model mix as part of the engagement.
/ Start
Scope Customer-Facing AI Product Build.
A Claude-powered product capability live for your customers, with evaluation and cost control in place.
30 minutes. You'll leave with a clear recommendation.