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Data, AI & Integration

Make your systems talk to each other properly

Integration is where most organizations lose time quietly: exports, uploads, re-keying and reconciliation that nobody counts as a project. Replacing those handoffs with monitored, resilient interfaces removes the manual work and the errors that come with it.

Why do it

Where integration goes wrong

Usually not in the connection itself, but in everything around it.

01

Data moves by spreadsheet and goodwill

Exports, manual edits and uploads happen on a schedule that lives in someone's calendar. Errors are found downstream, days later, by a confused customer.

02

Interfaces fail silently

Something breaks, nothing alerts, and the problem is discovered when a report looks wrong or an order does not arrive. Recovery then requires archaeology.

03

Every integration is bespoke and undocumented

Point-to-point connections built at different times by different people, with no consistent pattern, monitoring or documentation.

04

Master data conflicts between systems

The same customer, product or account exists differently in each system, so synchronization propagates inconsistency faster rather than resolving it.

The question is not whether systems can be connected. It is whether anyone will know within minutes when a connection fails — which is the difference between an integration and a liability. It is whether anyone will know within minutes when a connection fails

What you get

What we plan and measure against

Baselined against your current manual handling effort and error rates.

Manual data handling−60%

Typical reduction in export, re-key and reconciliation effort once interfaces replace spreadsheet handoffs.

Failure detectionMinutes

Time from an interface failure to an alert reaching a named owner, replacing discovery by downstream complaint.

Interface reliability>99%

Target successful transaction rate with retry, dead-letter handling and reprocessing designed in rather than added after incidents.

Silent failuresZero

Every interface monitored with alerting and a defined owner, so nothing fails quietly in the background.

Master dataGoverned

Clear system of record per data domain with agreed synchronization direction, ending the conflicts that manual reconciliation papers over.

HandoverDocumented

Interface specifications, error handling and runbooks documented, so integrations do not depend on the person who built them.

How to read these: the figures above are typical ranges we plan and measure against, not guarantees. In your first engagement we agree the baseline, the target and the measurement method in writing, then report against them.

How we can help

How we help

Individual interfaces, integration platform design, or fixing an estate that grew by accident.

Design the integration model

An architecture with consistent patterns, error handling and monitoring, rather than another point-to-point connection added to the pile.

  • Integration inventory and assessment
  • Pattern and architecture design
  • Master data and system of record definition
  • Security and authentication model

Build and connect

Interfaces built with the resilience that production demands: retry, idempotency, dead-letter handling and reprocessing.

  • API and middleware development
  • Data synchronization and transformation
  • Legacy and third-party connectivity
  • File-based and batch integration

Operate and observe

Monitoring, alerting and support so failures are detected and handled before they reach a customer.

  • Monitoring and alerting configuration
  • Error handling and reprocessing runbooks
  • Performance and throughput review
  • Ongoing support and change
What's included

The work we actually do

Scoped individually. The integration inventory is a useful first step even if nothing else follows.

Core — delivered in most engagementsIndustry — shaped by your sector's rulesChallenge — scoped to a specific problem
Core

Integration inventory and assessment

Documenting every interface including the manual ones, with volume, frequency, owner, failure history and business impact.

Core

Integration architecture and pattern design

Establishing consistent patterns, authentication, error handling and monitoring standards so future interfaces are built the same way.

Core

API and middleware development

Building interfaces using Azure Integration Services, Power Platform connectors or custom APIs, chosen on fit rather than habit.

Core

Data synchronization and transformation

Mapping, transformation and synchronization rules with clear direction of authority for each field and conflict handling defined.

Core

Error handling, retry and reprocessing

Idempotency, retry policy, dead-letter queues and documented reprocessing runbooks, so recovery does not require the original developer.

Core

Monitoring, alerting and support

Interface health monitoring with alerting to named owners, plus dashboards showing throughput, latency and failure rates.

Challenge

Replacing manual data transfers

Where scheduled exports and uploads have become load-bearing: analysis, prioritization by risk and volume, then staged replacement with monitored interfaces.

Industry

Regulated data exchange

Healthcare interoperability standards, financial services messaging, EDI with trading partners, and public sector data-sharing agreements with their own audit requirements.

Our approach

How integration work runs

Inventory first, then the interfaces carrying the most risk and volume.

1

Discover

Inventory every interface including manual transfers, with volume, frequency, owner and failure history.

2

Align

Agree the system of record for each data domain and prioritize interfaces by business risk and manual effort.

3

Design

Integration patterns, error handling, monitoring and security designed once and applied consistently.

4

Implement

Build and test with realistic volumes and deliberate failure scenarios, not just the happy path.

5

Optimize

Monitor in production, tune throughput and retry behaviour, and extend the pattern to remaining interfaces.

We test failure deliberately. Interfaces are tested by breaking them: network interruption, malformed data, duplicate messages and downstream outage. Anything that only works when everything else works is not finished.

Why choose us

Why organizations choose us for integration

Integration is invisible when it works and extremely visible when it does not.

Resilience designed in, not retrofitted

Retry, idempotency and dead-letter handling are part of the build. We assume connections will fail, because they do.

Documented and handed over

Interface specifications, error handling and runbooks are delivered as part of the work. Nothing depends on us remaining involved.

We understand both ends

Because we implement Microsoft business applications and manage infrastructure, we are rarely integrating two systems we do not understand.

Monitoring included by default

Every interface we build is monitored with alerting to a named owner. Silent failure is not an acceptable design outcome.

Customer success

What this looks like in practice

Illustrative engagements, written in the structure we use for real case studies.

Financial Services

Replacing eleven manual transfers

Data moved between three systems by scheduled export and manual upload. Building proper integrations removed the reconciliation burden entirely.

−62%Sample manual data handling
MinutesFailure detection, from days

What changed

  • Interfaces replaced eleven recurring manual transfers.
  • Reconciliation exceptions surfaced automatically rather than at month end.
  • Documented interfaces removed a key-person dependency.
Talk about a similar outcome
Manufacturing

Connecting the shop floor to the ERP

Production data was entered twice, once on the floor and once in the ERP. A monitored interface removed the duplication and the disagreements.

>99%Sample interface reliability
0Silent failures since launch

What changed

  • Production output posted to ERP automatically with validation.
  • Failure alerting routed to a named operations owner.
  • Reprocessing runbook tested before go-live.
Talk about a similar outcome

Demo content: the organizations and measurements above are illustrative placeholders written to show the structure of a real story. Replace them with verified client results and approved references before publishing.

Find out what your manual data transfers are costing

An integration inventory usually reveals more manual handling than anyone expected, and a clear order in which to remove it.

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