From request to verified business record

Your AI should not just talk. It should finish the CRM work.

We build controlled AI workflows that understand a request, check the right records and complete the approved action in your CRM or ERP—without blind writes or hidden failures.

Send us one manual process Discuss the operation See the control loop
CRM action · previewWaiting for approval
Customer request“Please prepare a quote for three service plans and book a review.”
Contact
Acme Facilities · matched
Opportunity
Annual maintenance · open
Quote
3 × Service Plan · draft only
Meeting
Thursday · 10:30 · available
No record changed yetConfirm and execute →

Useful work, not CRM theatre

Six records your team should not have to update by hand.

  1. 01
    Lead

    Create or enrich

    Identity, source, need and consent

  2. 02
    Opportunity

    Update

    Stage, value, summary and next step

  3. 03
    Activity

    Schedule

    Owner, due date and verified context

  4. 04
    Meeting

    Book or move

    Availability, timezone and confirmation

  5. 05
    Quote

    Prepare as draft

    Approved products, quantity and price

  6. 06
    Document

    Send for signature

    Template, signer and status

The controlled agent loop

Read what is true. Decide what is allowed. Act only when ready.

01 · Read

Find the customer and business context.

Match records, retrieve history and load only the data needed for this request.

02 · Verify

Check required facts and possible duplicates.

Missing or ambiguous details return to the conversation instead of becoming bad CRM data.

03 · Decide

Apply rules, permissions and approval points.

The workflow chooses an approved action, employee handoff or safe stop.

04 · Act

Write once and confirm the real result.

The customer and team hear “done” only after the business system confirms success.

Patterns grounded in working integrations

One operating principle. Different CRM and ERP realities.

Each implementation follows the permissions, modules and failure behaviour of the selected system. These are concrete patterns supported by our integration work—not a claim that every platform behaves the same.

Odoo

Appointments, CRM requests, conversation notes, follow-up activities and draft sales quotations after explicit confirmation.

See Odoo integration

Kommo

Contact sync, lead selection or creation, pipeline updates, structured notes and follow-up tasks.

See Kommo integration

Human control by design

Automation needs boundaries before it needs scale.

We define the access model, confirmation points, repeat protection, error path and evidence required for every important write.

  1. 01

    Least-privilege access

    The agent receives only the models, records and actions required for the approved workflow.

  2. 02

    Verify before write

    Customer identity, required fields, record matches and business rules are checked before a change is attempted.

  3. 03

    Explicit approvals

    Quotes, commitments, cancellations and sensitive updates pause at the agreed confirmation point.

  4. 04

    Duplicate protection

    Request keys and existing-record checks prevent repeated submissions from creating duplicate work.

  5. 05

    Visible failures

    An unavailable API or rejected write is never presented as success. The request follows a retry or human path.

  6. 06

    Reviewable outcomes

    Conversation context, attempted action, result and next owner stay available for operational review.

Who is responsible for what

Your platform stores the record. TWINMIND designs the operation around it.

CRM / ERP platformData models, APIs, roles and native workflows

Odoo, Zoho, Kommo, Bitrix24 or another approved system remains the source of truth.

TWINMINDConversation, decision logic, integration and controls

We connect the agent, business rules, records, approvals, monitoring and human recovery path.

Your teamPolicy, exceptions and business ownership

Employees approve sensitive decisions, handle exceptions and own the operational outcome.

Why TWINMIND

We have already built the integration layer agents need.

Our team has developed core integration patterns for Newo across CRM, ERP, booking, support and communications. The Odoo implementation alone covers caller identification, appointments, CRM request capture, conversation notes, follow-up activities and sales quotes with confirmation and duplicate protection.

That experience changes the starting point: we do not stop at a voice demo. We design the system that safely turns the conversation into completed operational work.

See the AI operating layer Review our delivery process

Buyer questions

Agentic CRM and ERP FAQ

Does the AI replace our CRM or ERP?

No. The operating workflow is built around the system your team already uses. We connect conversations, decisions and approved actions to its records and processes.

Can the agent update records without approval?

Only for actions you explicitly allow. We define which changes are automatic, which need customer confirmation and which require an employee approval.

How do you avoid duplicate leads or quotes?

The implementation checks existing records and uses repeat-request protection for sensitive actions. Exact controls depend on the target platform and workflow.

Which systems can TWINMIND connect?

Our production integration patterns include Odoo, Zoho CRM, Kommo and Bitrix24, alongside support, telephony, booking and custom backend systems. We can also assess a new API.

Start with one repeated update

Show us the CRM work that follows every call. We will map the safe automated path.

Send your current process Book a CRM automation session Call our AI agent · +31 970 102 25723