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Data and systems infrastructure / MarTech infrastructure

Service scope

MarTech infrastructure setup from inquiry to CRM

We connect your website forms, CRM, follow-up and measurement so each inquiry reaches the right CRM record and a named owner, with its source context kept.

A complete inquiry handoffSynthetic reference
A complete inquiry handoffThe source, destination and operating owner are defined together. Each accepted inquiry needs a checked CRM outcome or an explained exception.01Capture02Connect03Check
A complete inquiry handoffThe source, destination and operating owner are defined together. Each accepted inquiry needs a checked CRM outcome or an explained exception.01Capture02Connect03Check
The source, destination and operating owner are defined together. Each accepted inquiry needs a checked CRM outcome or an explained exception.
  1. CaptureRequest and source context
  2. ConnectRecord, owner and next action
  3. CheckReceipt and exception handling

When the setup needs work

When the tools exist but the handoff is unclear

A form says a request was sent, but the team cannot confirm where it arrived. Campaign fields disappear between tools. An existing customer gets a new owner, or repeated delivery creates extra follow-up tasks. Reports count submissions while sales works from different records.

This service fits B2B teams that need a new capture-to-CRM path or a repair to an existing one. Start with the handoff causing the problem, then assess whether the current website, CRM and automation tools can support it.

What we deliver

A defined path the team can operate

The brief identifies the sources, interfaces and environments included in the build. Native features come first when they satisfy the agreed rules; custom integration is scoped where they do not. The n8n HubSpot integration guide shows one custom path, with authenticated webhooks, retries and duplicate-safe updates.

A defined path the team can operate
AreaImplementation and deliverableWhat it lets the team check
Website and formsCapture contract, required fields, submission states and approved confirmation behaviorA request was accepted, rejected or held, with a stable source reference
Data and source contextField dictionary, permitted writes, matching rules and captured landing-page or campaign fields where availableWhere each value came from and which system may change it; historic source fields remain protected
CRM handoffContact and company mapping, relationship checks, owner rules and the agreed next actionThe inquiry reaches the correct records and a responsible person
Automation and recoveryConfigured flow, repeated-event handling, exception reasons and reconciliation procedureA failed or uncertain action can be investigated without blindly repeating writes
MeasurementEvent definitions, agreed collection controls and reporting boundariesInteraction events, CRM delivery and qualified inquiries are distinguishable
Validation and handoverAcceptance records, destination evidence, configuration inventory and operator runbookThe agreed path works in the chosen environment, and the team knows how to review exceptions

Example workflow

Track the request through every handoff

The normal path and two exception states are explicit. Measurement has its own definitions and collection rules. Only a checked CRM record confirms that the CRM action completed.

Capture / Validate / Handoff / VerifySynthetic reference
Four stages take a persisted inquiry through validation, a CRM handoff and a checked receipt. Invalid or ambiguous input goes to review before writes. An unknown write outcome goes to reconciliation. Acquisition measurement is defined separately.
Example design. A request counts as complete only after the CRM record, owner and next action are checked. A timeout leaves the write outcome unknown until reconciled.
  1. Validate before writingResolve fields, identity and the owner rule; hold uncertainty for review.
  2. Check the destinationConfirm the required record, relationship and next action before marking the request complete.
  3. Separate the measuresUse agreed event triggers for acquisition reporting and receipts for operational delivery.

A worked example

An existing customer requests a demo

A new submission should not erase a customer relationship. The fictional values below show the expected behavior.

M01 / Synthetic input

Keep the request and its context

Persist the source event. Check the submitted contact against the existing company and preserve its customer owner. Captured campaign context belongs to this request; it does not replace the account's historic source.

source_event_id
WEB-1042
work_email
team@atlas.example
request
demo_requested
captured source
partner_newsletter / September demo page
existing account
ACC-208 / customer / OWN-07
M01 / Expected destination

The existing owner can act

Check the contact association and one follow-up task linked to this request. Save the receipt only after the required destination state is confirmed. A repeat of WEB-1042 references that receipt without creating another task.

processing_status
COMPLETE
linked records
ACC-208 / CON-316
preserved relationship
customer / OWN-07
next action
TSK-420 / review the demo request
receipt
RCP-1042 / destination checked

Validation expectations

Define success and the failure states

Agree representative test cases before implementation. The table lists the checks a real release must pass. These are planning examples and have not been run on a live system.

Define success and the failure states
ConditionExpected handlingEvidence needed before acceptance
Valid new requestCreate or link the allowed records, assign the owner and perform the agreed next actionDestination IDs, relationship, active owner and completed receipt
Repeated source eventReturn or reference the original resultNo additional record or task for the same event; concurrent delivery behavior checked
Existing customerPreserve customer status and the existing owner unless an approved rule says otherwiseBefore-and-after values and one action for the new request
Invalid input or uncertain identityHold the request before CRM changes; record a review reasonNo unapproved write; review item has the input reference and responsible operator
Missing or unavailable ownerUse the approved fallback or hold for reviewThe chosen person or queue is active and the assignment is visible
Unknown write outcomeMark pending reconciliation; inspect the destination before replayConfirmed committed or absent action, recorded decision and safe next step
Measurement eventFire only at the agreed interaction state and under the approved collection controlsTrigger evidence, permitted parameters and no contact data in analytics payloads

Measurement boundaries

Measure what reached the CRM

Define separate states for request acceptance, CRM delivery and sales qualification. Where GA4 is included, choose event names and triggers against those definitions. A browser event cannot confirm a destination record by itself; qualified status requires the team's agreed criteria.

Keep emails, phone numbers and request text in the approved operating systems, outside GA4 event parameters and page URLs. Record source coverage and missing context, and keep attribution claims within what the data covers. The client approves collection and retention rules; inquiry processing and marketing enrollment remain separate.

Delivery approach

Repair one complete path before expanding

  1. 01

    Map the current setup

    Map the existing flow, access, fields, owners and failure. Agree the included systems, destination state, tool constraints and release criteria.

  2. 02

    Implement and validate

    Configure the scoped capture, mapping, routing and measurement. Run the agreed test cases and check the resulting CRM records, including exception handling.

  3. 03

    Release and hand over

    Record configuration and acceptance results. Transfer the runbook, recovery procedure and known limitations to the client operator; define support separately.

Client decisions and access

The setup needs an accountable client owner

AGI Technologies translates approved decisions into a configured and documented system. A named client approver owns the business rules and accepts the release.

The setup needs an accountable client owner
Client provides or approvesWhy the build needs it
Website, CRM, automation and analytics access; current subscriptions; engineering contactCheck feasible interfaces, permissions and available features before committing to a tool-specific design
Required fields, lifecycle meanings, customer exclusions, assignment and follow-up rulesAvoid inventing qualification criteria or overwriting an existing relationship
Capture language, processing permissions, collection and retention policy, marketing eligibilityImplement the client's approved controls and keep operational requests separate from campaign enrollment
Representative records, destination accounts or queues, operator and release approverValidate realistic cases, document exception ownership and transfer ongoing operation

Service boundary

Infrastructure implementation with explicit limits

The scope covers the agreed system path, configuration, validation and documentation. Campaign execution, advertising management, outreach production and sales follow-up remain with the client unless separately scoped. A complete website redesign or historical data migration is a separate project.

Tool selection depends on current access, subscriptions and interface capabilities. Ongoing monitoring and support require an agreed owner and scope. The work does not promise a lead volume, complete attribution, marketing ROI or revenue result.

Questions

MarTech infrastructure questions

Can you repair an existing form-to-CRM setup?

Yes. The service covers a new capture-to-CRM path or a repair to an existing one. Work starts with the handoff causing the problem, then checks whether your current website, CRM and automation tools can support it.

Do you use native features or custom integration?

Native features come first when they satisfy the agreed rules. Custom integration, such as an authenticated webhook flow, is scoped only where the native features fall short.

How do you prevent duplicate records and follow-up tasks?

Each request keeps a stable source reference. A repeated delivery of the same event references the original result, and the acceptance tests confirm that no extra record or task appears. Uncertain identities are held for review before any CRM write.

Will an existing customer get a new owner?

No. A new request is linked to the existing company and keeps its customer status and owner unless an approved rule says otherwise. The campaign context stays with the new request, and the account’s historic source is left unchanged.

What should GA4 measure in an inquiry flow?

Request acceptance, CRM delivery and sales qualification are separate states. Where GA4 is included, event names and triggers follow those definitions, and emails or other personal data stay out of event parameters and page URLs. Only a checked CRM record confirms delivery.

What do we need to provide?

Access to the website, CRM, automation and analytics tools, your field and ownership rules, representative records, and a named person who approves the business rules and accepts the release.

Implementation references

Technical sources for the integration rules

Reviewed on 28 September 2026. These sources support the record, measurement and retry distinctions used on this page.

  • HubSpot CRM contacts documentation

    Contact management, retrieval and associations are separate operations to inspect. The implementation must use the API version and permissions supported by the chosen environment.

  • Google Analytics recommended events

    GA4 distinguishes lead generation and qualification events. The trigger still needs an agreed business definition; an analytics event is not a CRM receipt.

  • Google Analytics guidance on personal information

    Email addresses and other personal information must be kept out of Analytics collection, including event data and page URLs.

  • IETF RFC 9110, section 9.2.2

    HTTP retry guidance supports checking an uncertain create outcome before repeating a write. The reconciliation procedure here is our design choice.

Scope the next step

Describe the handoff that needs fixing

Share your website, CRM and automation tools, where inquiries currently arrive, and the record or action your team needs to receive. That gives us a concrete starting point for a scoped implementation.