Kiwi Dynamics
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A straight read on your systems and data

Before we promise an agent can do something, we look under the bonnet. We examine your systems, your data and your integrations to see what is genuinely possible, what will be hard, and what has to be sorted first. It is the honest technical read that keeps a project from over promising and under delivering.

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Everything included,
nothing bolted on.

Every build starts with a fixed-scope conversation, no surprise line items after the fact.

  • Systems and stack review
  • Data quality and access audit
  • Integration feasibility mapping
  • API and platform assessment
  • Blocker and risk identification
  • Effort and complexity estimate
  • Remediation recommendations
  • Clear technical findings

The build itself, not a proof of concept.

  • Assess your systems

    We look at the tools, APIs and databases an agent would need to touch, and report plainly what they can and cannot support.

  • Check the data

    An honest look at whether your data is complete, clean and accessible enough for an agent to reason over, or what has to be fixed first.

  • Map the integrations

    We work out how the agent connects to what you run, where that is straightforward and where it gets thorny.

  • Flag the blockers early

    The technical obstacles that would derail a build, surfaced up front so they are planned for rather than discovered mid project.

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FAQ

We assess the tools, APIs and databases an agent would need to touch, check whether your data is complete and accessible enough to reason over, and map how the agent would connect to what you run.

No. Checking whether your data is clean and accessible enough is part of the analysis itself, and we flag what has to be fixed first rather than assuming it upfront.

We report plainly what your systems can and cannot support and flag technical blockers early, so they get planned for rather than discovered mid project.

Clear technical findings covering systems and stack review, integration feasibility, an effort and complexity estimate, and remediation recommendations for anything that needs fixing first.

Interested in solving your problems with technical analysis?

Tell us what you are trying to do and we will reply with how we would build it, no obligation.

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You get a clear eyed picture of what your systems can actually support, so the plan is built on what is real and the nasty surprises show up on paper, not mid build.

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