Question 1

What does an agentic AI engagement look like?

Accepted Answer

We start with your workflow, define tools and guardrails, then ship a Claude agentic harness with evals and observability. Typical first delivery is 2-6 weeks depending on integrations.

Question 2

Do you only work with Claude?

Accepted Answer

Claude is our primary model for agentic harnesses, but we integrate other models and ML features when the product needs them. The harness pattern : tools, memory, evals, approvals : stays consistent.

Question 3

Can you automate our existing CRM or ops tools?

Accepted Answer

Yes. Workflow automation is a core service. We wire Claude agents into CRMs, ticketing, email, and internal APIs with human-in-the-loop gates for sensitive actions.

Question 4

How do you keep agents reliable in production?

Accepted Answer

Every system ships with an eval harness, logging, retries, and escalation paths. We measure faithfulness and task success before scaling volume.

Question 5

Do you work with clients internationally?

Accepted Answer

Yes. We work with operators across 10+ countries, comfortable across time zones with Slack, Notion, and video for alignment.

Question 6

Are your people AWS and Claude specialists?

Accepted Answer

Yes. InferentCloud delivers with AWS Certified AI Practitioner credentials on the team and deep Claude agentic harness expertise for production systems.

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