Claude delivery for knowledge work that needs context, control, and review.
Ampity integrates Claude into engineering and business workflows with context design, tool boundaries, evaluation, approvals, and operating evidence.
Claude Delivery Partner
Ampity helps teams integrate Claude into engineering and business workflows with careful context design, tool boundaries, evaluation, approvals, and operating evidence.
Read the announcementA useful signal, with a clear boundary.
What it establishes
As a Claude Delivery Partner, Ampity helps customers apply Claude through services, solutions, and implementation capability.
Ampity turns Claude into a bounded workflow that can use authorized context, interact with tools safely, and remain reviewable by accountable people.
Customer value still depends on workflow design, evaluation, integration discipline, adoption, and operating ownership.
What still has to be proved
Membership does not mean every knowledge or engineering task should be automated.
Long context does not make all sources authoritative, current, complete, or appropriate for every user.
A helpful conversation is not proof that tool use, sensitive data access, or consequential action is safe.
Workflow before interface
The design starts with the document, decision, task, engineering activity, or handoff that needs to improve.
Context has authority and scope
Sources, permissions, retrieval, freshness, instructions, and missing evidence are visible trust boundaries.
Tools have explicit permissions
Claude can recommend, draft, retrieve, or act only within typed interfaces, authorization, approval, and recovery.
The team receives operating evidence
Evaluation sets, traces, feedback, exceptions, costs, and change reviews remain available.
How a Claude workflow becomes dependable enough to use
The value sits in the relationship between the task, context, permitted action, and accountable person.
Define the work precisely
Clarify the user, task, required judgment, expected output, baseline, and consequence of error.
Establish authority
Separate trusted sources from background and define permissions, freshness, citation, and insufficiency.
Bound what Claude may do
Distinguish drafting, recommendation, retrieval, and execution, then apply appropriate control.
Keep people accountable
Evaluate real work, route exceptions, collect corrections, and review quality and cost.
The outcome is a useful capability whose sources, permissions, actions, and review responsibilities remain visible.
Where Ampity brings the platform into the work.
Claude workflow integration
Embed Claude into a defined journey with clear users, inputs, outputs, and escalation paths.
Workflow contract, integration tests, acceptance measures, support path
Claude Code enablement
Introduce AI-assisted engineering with repository context, review, security, evaluation, and team practices.
Usage policy, review controls, quality baseline, adoption and exception signals
Knowledge and RAG workflows
Make source authority, permission, retrieval, citation, freshness, and abstention product behavior.
Source map, retrieval evaluation, citation trace, access tests
Controlled tool use
Connect tools through typed actions, least privilege, approvals, idempotency, audit, and recovery.
Tool contracts, permission matrix, approval log, failure tests
Evaluation and monitoring
Measure task quality, safety, latency, cost, and regressions with representative work.
Evaluation suite, release thresholds, traces, review cadence
Human review and exceptions
Design how people inspect uncertain work, correct it, escalate it, and feed the outcome back.
Review experience, escalation path, feedback record, ownership model
One delivery path. Evidence at every stage.
Select the work
Choose a bounded workflow where Claude can improve speed or quality without hiding accountability.
Workflow definition, baseline, and risk classification
Design context and control
Define source authority, access, retention, tools, approvals, and missing-evidence behavior.
Trust boundary and action policy
Evaluate representative tasks
Test real examples, edge cases, unsafe paths, tool failures, latency, and cost.
Evaluation report and release thresholds
Operate with review
Monitor traces and exceptions, collect corrections, review changes, and keep ownership visible.
Operating playbook, feedback loop, and change record
Begin with the decisions the system must survive.
What makes a knowledge source authoritative?
Source ownership, version, freshness, user permissions, and the task define authority. Retrieval alone does not establish truth.
How do you decide what Claude may execute?
The decision considers reversibility, consequence, authorization, evidence quality, audit, and recovery. Higher consequence means tighter review.
How would Claude Code fit our team?
It should fit the repository, review, security, testing, and delivery practices already accountable for quality.
What happens when the model is uncertain?
The workflow should ask for context, abstain, cite uncertainty, or route to a person rather than conceal ambiguity.