Technical Intelligence for Engineering Leaders

Technical intelligence

Ampity helps engineering leaders decide how a system should change before delivery effort and production risk harden the wrong assumption.

Bring us the decision
Independent technical viewConstraints made explicitOptions comparedAcceptance defined

Decision areas

Four decisions that change the path.

This is useful when the next move has meaningful cost, delivery, or operational consequences. The work reduces ambiguity. It does not produce a ceremonial report.

01

Architecture and scaling

Find the boundary, constraint, or failure mode that will shape the system before it becomes expensive to change.

Review architecture decisions02

Cloud cost and reliability

Connect spend and resilience to workload behavior, ownership, and service commitments instead of isolated infrastructure metrics.

Review cloud economics03

AI readiness and feasibility

Test whether the data, evaluation, controls, operating workflow, and economics can support a production AI system.

Assess AI readiness04

Refactor or rebuild

Compare incremental change, replacement, and coexistence against evidence from the current system and the outcome required.

Compare the options

Decision record

Evidence travels with the recommendation.

A useful decision can be explained, challenged, implemented, and revisited. Each stage below remains connected instead of disappearing into a slide deck.

  1. Current state

    What the system actually does, including dependencies, operating work, failure history, and cost.

  2. Constraints

    What cannot be ignored: customer commitments, data boundaries, time, team capability, and change risk.

  3. Options

    Viable paths with their tradeoffs, prerequisites, reversibility, and consequences made explicit.

  4. Decision

    A clear recommendation, its assumptions, and the conditions that would change it.

  5. Acceptance evidence

    The observable proof that tells leadership whether the chosen direction worked.

From review to operation

Some cost problems are predictable enough to automate.

Park Your Cloud is an Ampity-built product for scheduling idle non-production resources across AWS, Azure, and Google Cloud. It applies least-privilege access, records execution history, and can retry or notify when a scheduled action does not complete.

Explore Park Your Cloud

Bring the decision before it becomes delivery drag.

Share the system, constraint, or choice your team is working through. We will help define the next useful technical step.