CRM migration

Migrate from Kuverto to Microsoft Dynamics 365 Sales

Field-level mapping, validation, and rollback between Kuverto and Microsoft Dynamics 365 Sales . We move data and schema; workflows are rebuilt natively in Microsoft Dynamics 365 Sales .

Kuverto logo

Kuverto

Source

Microsoft Dynamics 365 Sales

Destination

Microsoft Dynamics 365 Sales  logo

Compatibility

50%

5 of 10

objects map 1:1 between Kuverto and Microsoft Dynamics 365 Sales .

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Kuverto and Microsoft Dynamics 365 Sales are fundamentally different platforms: Kuverto is a no-code AI agent builder that stores agent prompts, tool permissions, and workflow sequences; Dynamics 365 Sales is an enterprise CRM built around Accounts, Contacts, Opportunities, and Activities. There is no direct object-level equivalence between an AI agent configuration and a CRM record. We approach this migration by extracting Kuverto's configuration state (agent definitions, workflow steps, integration credentials, custom tool schemas, and role assignments), mapping what can be represented in Dynamics 365 and the broader Microsoft ecosystem (Power Automate, Dataverse), and delivering a documented rebuild guide for everything that requires reconstruction. We do not migrate conversation logs, execution history, or AO consumption records. Integration OAuth tokens are not portable; we inventory every connected integration and produce a re-authentication checklist for your Dynamics 365 admin. Dynamics 365 Sales licensing ($65-$150 per user per month) and any Power Platform add-ons are separate from the migration fee and represent your ongoing platform cost.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

Kuverto logo

Kuverto

What's pushing teams away

  • Slow or unresponsive customer support, particularly when users encounter issues during setup or ongoing operation, is a recurring complaint in reviews.
  • Lack of transparent pricing clarity — the AO-based billing model can be confusing for new users trying to estimate monthly costs, especially for Agentic Mode tasks with variable consumption.
  • Some users report that complex multi-step workflows require more configuration effort than expected, creating friction for teams expecting fully guided automation.

Choosing

Microsoft Dynamics 365 Sales  logo

Microsoft Dynamics 365 Sales

What's pulling them in

  • Deep Microsoft 365, Teams, and Outlook integration makes Microsoft Dynamics 365 Sales a natural fit for Microsoft-first organizations already invested in that ecosystem
  • Sales Enterprise and Premium tiers offer unlimited custom tables and advanced AI-driven forecasting and predictive analytics not available in lower tiers
  • Professional tier pricing at $65 per user per month offers a lower entry cost than Salesforce for SMB teams with straightforward CRM needs
  • Flexible customization options allow businesses to build bespoke apps, tailor forms and views, and integrate with other Dynamics 365 modules
  • Microsoft Copilot AI tools are embedded directly into the sales workflow on Enterprise and Premium, automating routine tasks and providing deal intelligence

Object mapping

How Kuverto objects map to Microsoft Dynamics 365 Sales

Each row shows how a Kuverto object lands in Microsoft Dynamics 365 Sales , including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Kuverto

Agent

maps to

Microsoft Dynamics 365 Sales

Power Automate Flow + Dataverse Custom Entity (Configuration Record)

lossy
Fully supported

Kuverto agents store LLM prompts, instructions, memory settings, and tool permissions. These have no direct Dynamics 365 Sales equivalent. We extract agent definitions (name, description, model, system prompt, temperature, tool grants) and document them as configuration records stored in a Dataverse custom entity. The documented agent logic becomes the specification for rebuilding equivalent Power Automate cloud flows or Copilot Studio agents post-migration. We do not migrate agent execution history or conversation context.

Kuverto

Workflow

maps to

Microsoft Dynamics 365 Sales

Power Automate Cloud Flow

lossy
Fully supported

Kuverto Workflows are named automation sequences with trigger conditions and sequential steps (each step = 1 AO in Workflow Mode). We capture the trigger type, step sequence, branching logic, and action types per step. The documented workflow logic is the input for Power Automate flow recreation. Dynamics 365 Sales supports business process flows natively, but Kuverto's LLM-driven workflow logic typically requires Power Automate cloud flows with AI Builder actions or Copilot Studio agents as the functional equivalent.

Kuverto

Integration

maps to

Microsoft Dynamics 365 Sales

Power Automate Connection + Dataverse Connection Reference

lossy
Fully supported

Kuverto maintains OAuth tokens and API credentials for connected third-party platforms. These credentials are not portable across platforms. We inventory every integration connection (platform name, authentication type, scopes granted) and produce a re-authentication checklist. Your Dynamics 365 admin re-authenticates each integration as a Power Automate connection or Dataverse connection reference. We do not transfer tokens; the destination system must re-authorize each integration from scratch.

Kuverto

Custom Tool

maps to

Microsoft Dynamics 365 Sales

Power Automate Custom Connector

lossy
Fully supported

Kuverto custom tools define API endpoint specifications, parameter schemas, and response parsing logic. We export tool definitions and map them to Power Automate custom connectors (API definition import, authentication configuration, and trigger/action schema). If the tool calls a CRM object endpoint, we map it to the equivalent Dataverse API call. Custom tools without a Power Automate connector equivalent are documented for manual API integration rebuild.

Kuverto

User Role

maps to

Microsoft Dynamics 365 Sales

Dynamics 365 Security Role + Team

1:1
Fully supported

Kuverto supports team workspaces with user roles controlling who can edit agents, view logs, or manage integrations. We extract role assignments by user and map them to Dynamics 365 security roles (Salesperson, Sales Manager, System Administrator, or custom roles) and Teams. The mapping preserves permission scope for agent management where applicable, though Dynamics 365 security roles are CRM-focused and do not control Power Automate flow permissions (handled separately in the Power Platform admin center).

Kuverto

Agent Template

maps to

Microsoft Dynamics 365 Sales

Dataverse Custom Entity (Template Reference)

lossy
Fully supported

Pre-built Kuverto agent templates that have been customized are treated identically to custom agents in migration scope. We export the customized template definition as a configuration record in Dataverse. The template name, prompt instructions, and tool grants are preserved for reference during Power Automate or Copilot Studio rebuild. Unmodified templates (reference designs shipped with Kuverto) are not user data and are not migrated; we note which standard templates were in use.

Kuverto

Contact (if present in Kuverto integrations)

maps to

Microsoft Dynamics 365 Sales

Contact

1:1
Fully supported

If Kuverto integrations connect to external CRM systems and the customer uses Kuverto as a thin layer over contact data, we extract any contacts stored in Kuverto's integration layer. These map to Dynamics 365 Contact with standard field mapping (name, email, phone, address). Contact records are written to Dynamics 365 via Dataverse API or Bulk API. If no contact data exists in Kuverto beyond integration credentials, this mapping is skipped.

Kuverto

Company (if present in Kuverto integrations)

maps to

Microsoft Dynamics 365 Sales

Account

1:1
Fully supported

Similar to contacts, if Kuverto integrations maintain company or organization records as part of their connection metadata, we extract and map them to Dynamics 365 Account. Company domain, name, industry, and address fields map to the equivalent Account fields. Account is created before any Contact import so that the parent CustomerId lookup is satisfied at the moment of Contact insert.

Kuverto

Agent Operations (AO) Usage Records

maps to

Microsoft Dynamics 365 Sales

Not Migrated

1:1
Not supported

AO consumption is Kuverto's internal billing metric and is not user-owned data. Historical AO usage records cannot be exported and have no relevance in Dynamics 365, which uses per-user licensing. We advise customers to audit current AO consumption during discovery so that they can estimate baseline Power Platform and Copilot costs on the Dynamics 365 side, but the AO history itself is not migratable.

Kuverto

Conversation / Execution Logs

maps to

Microsoft Dynamics 365 Sales

Not Migrated

1:1
Not supported

Agent execution history and conversation logs are ephemeral operational outputs stored by Kuverto for runtime purposes. These are not configuration data and are not portable. We do not migrate them. If historical agent outputs are business-critical, we advise exporting run reports from Kuverto before the migration window and storing them externally. Dynamics 365 Sales activity logging begins at go-live.

Gotchas + challenges

What specifically takes care here

Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.

Kuverto logo

Kuverto gotchas

High

AO consumption is unpredictable for Agentic Mode agents

High

Integration credentials do not automatically transfer between platforms

Medium

Agent execution logs are not migratable

Medium

AO billing resets on plan change with no carryover

Microsoft Dynamics 365 Sales  logo

Microsoft Dynamics 365 Sales gotchas

High

Professional tier 15-table custom table limit blocks migrations

High

October 2024 pricing increase applies at renewal for all customers

Medium

Custom fields must be created in the UI before API writes

Medium

Power Platform request limits apply to bulk migrations

Medium

Activity records orphaned to inactive owners fail silently

Pair-specific challenges

  • OAuth tokens and API keys are not portable across platforms

    Every integration credential stored in Kuverto (connected platforms, API keys for third-party services) is scoped to Kuverto's environment and cannot be transferred to Dynamics 365 or Power Automate. We inventory all integration connections during scoping, capture the platform name and authentication type for each, and produce a re-authentication checklist. Your Dynamics 365 admin must re-authorize each integration in the Power Platform admin center before the destination system is fully connected at go-live.

  • Agent configurations require manual rebuild in Power Automate or Copilot Studio

    Kuverto agents are LLM-driven autonomous constructs with prompt instructions, memory settings, and tool permissions that have no direct equivalent in Dynamics 365 Sales. We extract and document agent definitions as configuration records, but we do not translate them into working Power Automate flows or Copilot Studio agents as part of the migration scope. The documented agent logic is the specification your admin or a Microsoft partner uses to rebuild equivalent automation post-migration.

  • No bulk export endpoints in Kuverto limits extraction reliability

    Kuverto lacks documented public API rate limits or bulk export endpoints, which means extraction depends on available export mechanisms and may require manual or semi-automated approaches for large agent libraries. We scope extraction capacity during discovery and flag any agent configuration that may require manual screenshot-based backup before the migration window if automated extraction is unreliable.

  • AO billing carryover does not exist

    Kuverto Agent Operation packs (purchased at $10 per 10,000 AOs) are not refundable and do not carry forward if you migrate away from Kuverto. If you upgrade your plan mid-cycle before migration, unused allocated AOs are lost. We include a pre-migration AO audit in our discovery checklist to ensure customers do not waste purchased AO credits at cutover. Dynamics 365 Sales licensing replaces AO consumption with per-user monthly billing.

  • Execution logs and conversation history are ephemeral and non-migratable

    Agent run history, conversation context, and agent-generated outputs in Kuverto are operational logs that cannot be exported via the public-facing platform. These are not configuration data and are not portable to any destination system. We advise customers to export any required run reports from Kuverto's UI before the migration window if historical agent output is business-critical. Dynamics 365 activity logging starts fresh at go-live.

Migration approach

Six steps for a successful Kuverto to Microsoft Dynamics 365 Sales data migration

  1. Discovery and integration inventory

    We audit the Kuverto environment for all agents, workflows, integration connections, custom tool definitions, user roles, and agent templates. We document each agent's trigger conditions, step sequences, tool grants, and prompt instructions. We inventory every OAuth connection and API credential with platform name and authentication type. We assess whether any operational CRM data (Contacts, Companies, Deals) exists in Kuverto beyond automation configuration. The discovery output is a written migration scope and re-authentication checklist.

  2. Configuration extraction and documentation

    We extract agent definitions, workflow sequences, custom tool schemas, and role assignments from Kuverto in a structured format. Agent definitions are documented with their LLM model, system prompt, temperature, and tool permissions. Workflows are documented with trigger type, step sequence, branching logic, and per-step action type. Custom tools are documented with API endpoint specifications and parameter schemas. We store these as configuration records in a Dataverse custom entity in the destination Dynamics 365 environment for reference.

  3. Dynamics 365 environment preparation

    We set up the target Dynamics 365 Sales environment with required security roles, Teams, and custom entities to receive migrated data. If operational CRM data exists (Contacts, Accounts, Opportunities), we create the target schema including custom fields, business rules, and option sets. We configure Power Automate connections for integrations that will be rebuilt. We validate API access and permissions for the migration service account before any write operations begin.

  4. Operational CRM data migration (if applicable)

    If Kuverto contains operational CRM data (contact records, company records, deal records from integration-connected systems), we migrate these using Dynamics 365's Dataverse API or Bulk API 2.0. We write Accounts before Contacts, resolve parent-record lookups, map field types correctly (text, picklist, date, currency), and apply validation rules. We reconcile record counts against the source inventory and spot-check field-level accuracy before proceeding.

  5. Re-authentication and integration handoff

    We deliver the re-authentication checklist produced during discovery. Your Dynamics 365 admin re-authorizes each integration connection in the Power Platform admin center, reconnecting OAuth flows between Dynamics 365 and connected platforms. We provide connection configuration guidance for each integration type. We do not perform re-authentication on your behalf as this requires credentials scoped to your organization's identity provider.

  6. Rebuild inventory delivery and cutover

    We deliver the documented agent configuration records (stored in Dataverse), the workflow sequence documentation for Power Automate rebuild, the custom tool API specifications for connector recreation, and the role mapping for Dynamics 365 security roles and Teams. We freeze Kuverto access during cutover and confirm Dynamics 365 as the system of record. We support a one-week hypercare window for reconciliation issues. We do not rebuild Power Automate flows, Copilot Studio agents, or Power Apps as part of the migration scope.

Platform deep dives

Context on both ends of the pair

Kuverto logo

Kuverto

Source

Strengths

  • Fast agent deployment for simple use cases, with straightforward chatbots live in under 5 minutes.
  • Wide ecosystem of 100+ third-party integrations covering the most common business platforms.
  • End-to-end encryption, strict access controls, and compliance with industry security standards with per-account data isolation.
  • Flexible billing with pay-as-you-go AO pack purchases so critical agents never hard-stop when limits are reached.
  • Agentic Mode supports autonomous, adaptive AI behavior for complex research and decision-making tasks.

Weaknesses

  • Sparse public review base (5 reviews on G2) makes independent evaluation difficult for prospective customers.
  • AO-based pricing model is not intuitive — users cannot easily predict costs for Agentic Mode agents that consume variable numbers of operations per run.
  • Customer support responsiveness is flagged as a pain point in user reviews, with slow issue resolution during critical migration or setup phases.
  • No documented public API rate limits or bulk export endpoints, limiting programmatic access for large-scale data extraction or automated migration pipelines.
Microsoft Dynamics 365 Sales  logo

Microsoft Dynamics 365 Sales

Destination

Strengths

  • Native integration with Microsoft 365, Teams, Outlook, and SharePoint for unified productivity workflow
  • Unlimited custom tables and complex workflows on Enterprise tier enable deep customization for complex sales processes
  • AI-driven predictive analytics and deal intelligence on Enterprise and Premium tiers help sales teams prioritize pipeline
  • Dataverse unified data layer provides a consistent API and data model across all Dynamics 365 and Power Platform apps
  • Strong security model with Field-Level Security and Record Ownership rules for governance-conscious enterprises

Weaknesses

  • Sales Professional tier caps custom tables at 15, creating a migration ceiling for highly customized SMB environments
  • October 2024 pricing increases of $15 per user across all tiers apply to existing customers upon renewal
  • Implementation typically requires costly certified partners, adding 30–50% to total project cost
  • Updates and platform releases can disrupt customizations and plugins, requiring regression testing after each wave
  • Non-Microsoft integrations require additional configuration or middleware, limiting flexibility for heterogeneous tech stacks

Complexity grading

How hard is this migration?

Standard CRM migration. All 8 core objects map 1:1 between Kuverto and Microsoft Dynamics 365 Sales .

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Kuverto and Microsoft Dynamics 365 Sales .

  • Object compatibility

    A

    All 8 core objects map 1:1 between Kuverto and Microsoft Dynamics 365 Sales .

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    8-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Kuverto: Not publicly documented in summary form..

  • Data volume sensitivity

    A

    Kuverto exposes a bulk API — large-volume migrations stream efficiently.

Estimator

Estimate your Kuverto to Microsoft Dynamics 365 Sales migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about Kuverto to Microsoft Dynamics 365 Sales data migrations

Answers to the questions buyers ask most during Kuverto to Microsoft Dynamics 365 Sales migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Most migrations land between two and four weeks when the scope is limited to configuration extraction (agent definitions, workflow documentation, integration inventory, role mapping) with no operational CRM data. If Kuverto holds operational data (Contacts, Accounts, Opportunities extracted from connected CRMs), migrations extend to six to ten weeks because of the added Dataverse write phase, parent-record dependency ordering, and reconciliation testing.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Kuverto.
Land in Microsoft Dynamics 365 Sales , intact.

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