Meet Conni, Your Migration Agent

November 11, 2026
 by 
Eren Yılmaz
Meet Conni: the conemis migration agent doing the work for your data journeys

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Conni is the migration agent doing the work for your data journeys. It lives inside conemis, solves your migration issues, writes your mappings and does the tedious work, so that your team can breathe.

Every migration is full of tedious work: defining the scope object by object, building extracts, writing data transformations, figuring out why loads went wrong and waiting for the one expert who knows.

Conni Gets It Done

Get conemis, and Conni comes with it. Conni works with your team inside conemis, right where the work happens, and respects each user's permissions.

One Agent for Everything

Same Conni, a different job at each step of the migration.

Conni Results: Solves Your Migration Issues

Every failed migration run puts your go-live date at risk. Most migration time doesn't go into moving data. It goes into tedious work, such as figuring out why a run failed. Conni Results takes that work off your team.

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Conni reads everything the migration runs leave behind and tells your team what went wrong and what to fix next: what happened, the likely cause and the next step. Anyone on the team with access can ask follow-up questions, and every answer is saved with the project.

What your business gets:

  • Go-live stays on track. Failed runs stop holding up the plan, because the answer comes in minutes, not after a day of digging through logs.
  • Expert time goes where it matters. Your experienced people stop reading logfiles and start making decisions.
  • Every team member can contribute. New colleagues and partner teams get a clear first answer without waiting for the one expert who knows.
  • Knowledge your company keeps. Every diagnosis stays with the project, not in one person's inbox or private chat, so the next run starts from what the team already learned.

Conni Results works on every migration run in conemis, across CRM and ERP, including moves from Oracle Siebel, Oracle CRM On Demand, SAP CRM, Microsoft Dynamics and Salesforce itself.

How Conni Results solves your migration issues

Conni Formulas: Writes Your Mappings

Your business slows down when every data transformation waits for a few experts. Your experts already know what the data should look like. Writing it down in formula syntax is what takes the time.

With Conni Formulas, you tell Conni what should happen to the data, in the words you would use with a colleague. Conni proposes the formula based on conemis's own documentation, and checks it against your project before it is used. Your team applies the formulas and starts the loads.

What your business gets:

  • Go-live comes sooner. Your team spends less time writing data rules and more time moving the migration forward, so the project plan holds.
  • Lower project cost. Fewer expensive expert hours go into writing and fixing transformations.
  • Everyone writes transformations. Anyone on the team can write a working rule on day one, with no formula language to learn.
  • Your team stays in control. Conni proposes every transformation, and your data does not change until someone on your team applies it.

How Conni Formulas writes your mappings

And Much More

Across the data journeys that conemis supports, Conni takes on more of the tedious work that used to wait on the one expert who knows:

Suggests a load order for your objects

Your loads run in the right sequence from the start, so fewer runs fail because records arrived before the records that they depend on, and fewer reruns eat into the go-live date.

Defines your migration scope

You know sooner what moves and what stays, so planning, effort and budget rest on a clear scope instead of an estimate that grows mid-project.

Creates extracts

Your team gets the source data it needs without spending expert hours building extracts, so those hours go into the migration itself.

The work Conni takes on keeps growing, and your team keeps moving.

What Changes for Your Team

Until now, every migration has been on the schedule and memory of a few experts. When they were busy, the project was waiting. When they left, their knowledge left with them. Conni changes the stakes by adding a digital labor layer inside conemis.

An agent that knows your project takes on the work, so the migration no longer depends on who happens to be available.

  • The work gets done, and your team can breathe. The tedious parts of a migration stop being a person's job. Your team spends its days on decisions, not on chores that never make it into the project plan.
  • Your team becomes superhuman. Conni brings years of conemis migration know-how into every task, so a smaller team gets the migration done.
  • Go-live comes sooner. When the work doesn't queue behind a few people, the plan holds, and the project moves at the pace of your decisions, not your bottlenecks.
  • Your budget goes further. Expert hours shift from repetitive work to the problems only experts can solve, so the same budget covers more of the migration.
  • Less waiting on the one expert who knows. What the team learns stays with the project, not in one person's head or inbox. New colleagues, partner teams and the next migration all start from what your company already knows.

How Conni Differs from a Generic AI Chat

A generic AI chat sees only what someone pasted in. Conni knows the context of your project and draws on years of conemis migration know-how. It works right where your team maps the data, with no copying back and forth, and with Conni Formulas your data is not used for training of LLMs.

Data Security and AI Model Choice

Conni runs inside conemis and respects each user's permissions. You choose the AI model, including a locally hosted model inside your own infrastructure. For Conni Results, only a compact digest of error statistics and messages reaches the AI model, never the credentials. Conni Formulas checks every formula against your project before it is used.

Frequently Asked Questions

What is Conni?

Conni is your migration agent inside conemis. It does the work for your data journeys: Conni Results solves your migration issues and Conni Formulas writes your mappings.

Does Conni replace migration experts?

No. Conni proposes, and your team reviews and applies. Your data does not change until someone on your team applies it.

Which AI model does Conni use?

You choose the AI model, including a locally hosted model inside your own infrastructure or a hosted provider of your choice.

What data does Conni Results send to the AI model?

Only a compact digest of error statistics and messages, never credentials.

How does Conni Formulas check a formula?

Conni Formulas checks every formula against your project before it is used.

See Conni in Action

A conemis expert shows Conni on a sample run. No commitment and no setup on your side.

See Conni Results and Conni Formulas in detail, or book a demo.

Conni Gets It Done.

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