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Enterprise software · Data engineering

Behind every critical decision is a system that must work.

We engineer and support the data platforms, enterprise applications and investment reporting systems that organizations depend on.

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2.5×
✓Compared across environments
Ready before the business day

11 years enterprise deliveryPrincipal-led on every engagementProject, partner and specialist delivery

[01] Why CleverNeadFig. 02 · source → report

We know when a number is wrong, not just when the code is.

We combine software engineering discipline with a working understanding of business data, reporting logic and operational workflows. We trace issues beyond the application layer—across source systems, transformations, calculations and the outputs people rely on.

[02] What we doProject · partner · specialist delivery

Five practices. One standard.

  1. 01

    Data engineering and platforms

    Sourcing data from warehouses, data lakes and source systems, orchestrated, validated and tuned to finish on time.

    Orchestration and scheduling · Query and model optimization · Data-quality checks

  2. 02

    Application development and modernization

    APIs, enterprise applications and system integrations, plus staged modernization of legacy systems without disrupting the business.

    API design · System integration · Legacy modernization · Production support

  3. 03

    Reporting, analytics and automation

    Dashboards, operational reporting and custom tools that take the manual work out of producing and checking outputs, in any business function.

    Data models · Custom comparison tools · Automated report production

  4. 04

    Applied AI and intelligent automation New

    Practical AI built into the systems you already run: assistants that answer questions from enterprise data, automated document and data extraction, and intelligent checks on reports and workflows, with governance and human review designed in.

    Generative AI integration · Search over enterprise data · Document processing · AI governance

  5. 05

    Investment management technology Specialty

    Client reporting, performance and attribution data, production reporting workflows and platform migration for asset managers and the teams that serve them.

    Report migration and redesign · Comparison across environments · Release-readiness checks

    Specialist client reporting platformsSS&C Vision FI · SimCorp · Vermilion

[03] Case studySource to sign-off in five steps

Illustrative case study

From source systems to reporting, engineered end to end.

01 · SourceIngestion · Scheduling · Completeness

Data sourced

Data ingested from source systems and warehouses, scheduled and checked for completeness before downstream processing.

02 · ReconcileReconciliation · Validation · Tuning

Reconciled and optimized

Source and reporting holdings are reconciled, exceptions investigated, and queries optimized for reliable processing windows.

03 · ServeAPIs · Governed access

Delivered through APIs

Well-designed APIs give reports, dashboards and applications consistent, governed access to data from many sources.

04 · ReportVision FI · SimCorp · Vermilion

Reports and dashboards built

Client reports built on specialist reporting platforms such as SS&C Vision FI, SimCorp and Vermilion, alongside interactive dashboards and custom reporting tools.

05 · VerifyEnvironment comparison · release checks

Validated before release

Report outputs compared line by line between test and production, differences investigated and release readiness documented before the business day.

[04] How we engagePrincipal-led · clearly scoped delivery

Your objectivesup front.Our expertisethroughout.

  1. Step 01 · Output: Scope note

    Brief

    A call about your requirements, systems and constraints. We reply with questions and a first view of scope.

  2. Step 02 · Output: Plan and acceptance criteria

    Assess

    We review the data, systems and reports involved, then agree milestones, environments and how success is measured.

  3. Step 03 · Output: Working increments

    Build

    Deliver working increments in approved environments, with reviewable progress and documented technical decisions.

  4. Step 04 · Output: Sign-off pack

    Verify and hand over

    Outputs compared against agreed baselines before release, then documentation and a clean handover to your team.

Engagement modelsChoose how we work with you

Four waysto work with us.

Contract us for a defined project, bring us in under your client relationship, add a specialist to your team, or hand us a live system to support.

01

Project delivery

A defined scope, delivered against agreed milestones and acceptance criteria.

02

Partner delivery

We work as a subcontractor inside your team, under your client relationship and governance.

03

Specialist consultants

Experienced engineers placed with your team for an agreed period and scope.

04

Application support

Maintenance, enhancement and production support for live applications, data and reporting systems.

[05] CareersIndependent specialists · project by project

Good with numbers?Join the bench.

We bring in experienced independent engineers as projects need them. Introduce yourself, and we will reach out when a project matches your skills.

Introduce yourself
talent.sql
SELECT role, focus, terms
FROM   specialists
WHERE  cares_about = 'getting the numbers right'
ORDER BY attention_to_detail DESC;
[06] ContactReply within one business day

Tell us what needs to work.

Discuss a project

Or start from where you are:

01 / Business and finance teams

Reporting or data issues?

Report migrations, data discrepancies, production workflows and platform integrations.

Start this enquiry →02 / Technology teams

Need engineering capacity?

Data pipelines, APIs, applied AI, legacy modernization, reporting automation and application enhancements.

Start this enquiry →03 / Delivery partners

Building a specialist delivery team?

Explore defined-scope subcontracting or specialist delivery support under agreed responsibilities and governance.

Start this enquiry →
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Based in
Toronto, Ontario, Canada

Partnership, subcontracting and supplier onboarding enquiries are welcome.

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Prefer email? info@thecleverneadcorp.com
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Introduce yourself

Tell us about your work. We will reach out when a project matches your skills. Contract roles, project by project.

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