ISO 9001 · Cyber Essentials Certified · UK & India
info@ayotta-tech.com  ·  +44 7776 184681
Ayotta Technologies
Portal Start a project
Home / Services / Data & migrations

Data & migrations.
Move data without losing fidelity or audit.

We plan and execute structured data migrations across enterprise systems — from legacy databases and CRMs into modern platforms — with reconciliation reports at every step. And we build the data platforms that come next.

SVC.08

Data & migrations.

SAP, Dynamics, CRM & ERP moves with structured onboarding and audit trail. Plus modern data platforms for analytics and AI.

SAP Dynamics Snowflake Databricks dbt Kafka
// What we deliver
SAP / Dynamics / CRM moves
Data warehouse / lakehouse
ETL & ELT pipelines
Master data management
Data quality & governance
Analytics & BI
Streaming data
Audit trail & lineage
// How we work

Our approach to
data & migrations.

Profile, plan, replay, reconcile. Audit-grade by construction.

STEP 01

Source profiling

Before any migration, we profile every source — row counts, null rates, referential integrity, encoding quirks. Surprises happen in profiling, not in production.

STEP 02

Idempotent ETL

Every batch is replayable. Failed jobs don't corrupt destination state; they're retried until clean.

STEP 03

Reconciliation manifests

Every record migrated gets a SHA-256 manifest entry. Auditors can verify any sample without our help.

STEP 04

Zero-downtime cutover

Dual-running with traffic shaping. We cut over reads first, then writes, with reconciliation gates at every step.

// What you get

Outcomes,
not output.

We measure success by the business outcomes we unlock — not by tickets closed or hours logged.

Auditable proof that every record moved correctly.
Cutover windows measured in minutes, not days.
Compliant handling of PII and regulated data — GDPR, UK DPA, sector regs.
// Adjacent capabilities

Related services.

These often ship together with data & migrations.

SVC.05

Legacy modernisation.

Explore →
SVC.02

AI & machine learning.

Explore →
SVC.07

Microservices & integrations.

Explore →

Have a data project to scope? Let's talk.

Start a conversation → See case studies →
Palette