CRM implementation,
engineered to outlive the rollout.
Most CRMs become glorified spreadsheets within twelve months. We engineer the seven layers underneath so the system holds.
Seven layers. Skip one and the system rots.
CRM implementation gets pitched as a configuration job. It is not. A CRM that holds for years is a seven-layer system, and every layer has a failure mode if you cut corners.
Data audit
What you already have, ugly truth and all
Object model
People, companies, deals, plus what is custom
Field rules
Required, picklists, validations, hygiene rules
Pipeline design
Stages with declared exit criteria
Automations
Routing, enrichment, follow-up workflows
Integrations
Email, calendar, billing, support contracts
Reporting & training
Dashboards, runbooks, operator handover
Practitioner fingerprint, not a logo grid.
Each platform has a real motion it serves well and a real motion it punishes.
Attio
Expert PartnerModern GTM-native CRM with flexible data model
Account-based, partner-led, or product-led motion with a non-standard data model
Marketing automation depth, very large native integration catalog
HubSpot
All-in-one growth platform with mature marketing automation
Marketing-first teams who want CRM and marketing automation in one platform
Non-standard B2B data shapes, cost scaling past 10 paid users
Salesforce
Enterprise standard with deep customization
Enterprise sales teams with complex hierarchies, custom objects, and integration estate
Speed-to-first-value, small-team economics, simple use cases
Pipedrive
Pipeline-first CRM for transactional sales motions
Pipeline-driven sales teams where the deal-stage view is the operating surface
Multi-object data models, marketing automation, complex routing
Close
Call-centric CRM for outbound and inside sales
Outbound and inside-sales teams where call volume and dial-time drive revenue
Marketing automation, enterprise-style account hierarchies
Six reasons most CRM rollouts fail.
Every failure pattern below shows up in CRM audits we run. None are platform-specific. All are decisions made early in the implementation that compound over twelve months.
Data model designed by accident
Most CRMs are configured by adding fields as the team encounters new needs. Six months in, the object model is a museum of dead fields.
Adopted by sales, ignored by ops
CRM that does not connect to operations becomes a sales-only system that the rest of the business works around.
Field hygiene treated as a rule, not a system
Required fields and validation rules slow data entry without solving the underlying problem. Hygiene is a workflow problem.
Migration done as a spreadsheet copy-paste
A clean migration includes deduplication, field mapping, picklist normalization, owner reassignment, and history preservation.
Pipeline stages with no exit criteria
A pipeline stage without explicit exit criteria becomes a graveyard. Forecasts are fiction and stuck deals stay stuck.
No declared contract with billing or support
Customer state lives in three places. The CRM stops being the source of truth long before anyone notices.
What operators ask about CRM specifically.
Do you actually do data deduplication during migration?+
Yes. Every migration runs a deduplication pass before data moves. Email + domain matching for people and companies, fuzzy matching on company name with manual review.
How do you handle field hygiene without slowing sales down?+
Progressive field requirements (required at stage transition, not at record creation), nightly cleanup workflows, and a weekly Slack rollup of records missing critical fields.
What does a typical CRM migration cost?+
$5K-$10K for clean datasets under 25,000 contacts. $10K-$30K for messy datasets or multi-source migrations. $40K+ for migrations with custom object rebuilds.
Can the team self-train, or do you handle that?+
Every implementation includes a 90-minute training session on workflows and the rollback procedure, plus a written runbook for future hires.
What about data residency for EU or healthcare clients?+
Attio, HubSpot, Salesforce, and Pipedrive all offer EU data residency. Salesforce and HubSpot offer healthcare-grade configurations.
How do you connect the CRM to billing and support?+
Through declared integration contracts. Each integration specifies which system owns which fields, which direction data flows, and what happens on conflict.
Book a discovery call.
Paid discovery from $500. Output is a written audit, ranked bottleneck list, and recommended scope. If we are not the right fit, we say so on the call.