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Service

AI integration

We add AI where it pays for itself: assistants over your own data, document processing, support automation and agentic workflows. Every feature ships with evaluation, cost limits and a human fallback.

Discuss your project →
What you get

Outcomes, not hours

  • A working pilot on your data in four to six weeks
  • Measured accuracy before anything reaches customers
  • Predictable per-request cost
  • No vendor lock-in: models can be swapped
Scope

What we deliver

Fixed-price pilot, then a dedicated AI squad.

Assistants & search

Retrieval-augmented assistants over documents, tickets and databases.

Document automation

Extraction and classification of invoices, contracts and forms.

Agents & workflows

Multi-step automations that call your APIs with approvals built in.

Evaluation & guardrails

Test sets, monitoring, red-teaming and cost dashboards.

Technology

Typical stack

ClaudeOpenAIPythonTypeScriptpgvectorLangGraphMCPAWS Bedrock
Related work

In practice

All case studies →
SaaSB2B software vendor · 6 weeks pilot + 3 months

An AI assistant that resolves support tickets with sources

Retrieval-augmented assistant over docs and past tickets, embedded in the help desk.

tickets resolved on first reply
46%
median response time
−9 h
average cost per answer
$0.02
AI integration
Other services
→Product engineeringWeb and mobile products, from first release to scale.→→Product discovery & designResearch, prototypes and interfaces people understand on first use.→→Cloud & DevOpsInfrastructure that scales, stays up and costs less.→
Start a project

Have a product to launch?

Tell us what you are building. A senior engineer replies within one business day with questions, a rough budget range and next steps.

Book a call →hello@halyardandkeel.com