What’s included
What’s included
Solution design
Target architecture on AWS covering models, retrieval, orchestration, security and cost.
Built with
- Amazon Bedrock
- Amazon SageMaker
- AWS Lambda
- Amazon ECS
Why it matters
Why it matters.
Demos prove interest.
Production proves value, and the gap between them is where most GenAI budgets disappear.
Building it right the first time means security, evaluation and cost control are designed in, not retrofitted after launch.
Your engineers work alongside ours, so the system stays maintainable once we step back.
What’s included · how it runs
Design. Build. Harden. Launch.
Step 01
Design
Lock the architecture, success metrics and cost envelope.
What’s included
Solution design
Target architecture on AWS covering models, retrieval, orchestration, security and cost.
Step 02
Build
Deliver in short iterations with working software reviewed every week.
What’s included
Embedded build
Our engineers build alongside yours in your repos, your pipeline, your standards.
Step 03
Harden
Security review, evaluation, load testing and failure handling.
What’s included
Evaluation harness
Automated quality checks in CI so regressions are caught before customers find them.
Production hardening
Guardrails, rate limits, fallbacks, observability and load testing before go-live.
Step 04
Launch
Ship to production and hand over ownership with documentation and dashboards.
What you walk away with
- Production GenAI application on AWS
- Infrastructure as code and CI/CD
- Automated evaluation suite
- Runbooks, dashboards and team handover
Case studies
Customers we’ve delivered this for.
Draft · pending HES approval
Case studyHuman eSources
Make the hiring call with AI.
How Human eSources turned nearly three decades of talent science into AI that explains every job match, live on Amazon Bedrock behind TruTalent, its new recruiting platform.
- Industry
- HR tech, talent assessment
- We built
- Talent Scout AI
- Runs on
- Amazon Bedrock
Keith Gaudreau
VP Product Strategy
Case studyMould Detect AI
Computer vision for mould detection.
[How the client got the outcome: what Assembly built and where it runs. One sentence.]
Talk to an engineer[Client logo][First Last][Role]
Case study[Client]
[The promise] [in 2 lines].
[How the client got the outcome: what Assembly built and where it runs. One sentence.]
Talk to an engineer[Client logo][First Last][Role]