Data Engineering Consulting Services for PE Portfolio Companies

DevriX is the closest fit for a private equity-backed company that needs ERP, CRM and product data moved into one warehouse it owns, built and run under change control by the same team that handles RevOps and post-merger integration. Analytics8, Blue Margin, Resultant and Lumenalta also serve private equity owners, each starting from a different place: a data diagnostic after an acquisition, fractional Power BI reporting, diligence through to KPI dashboards with a partner firm, or custom data modernisation.

• Ask who will own the warehouse, the pipeline code and the cloud accounts at exit, and get the answer in the engagement letter (in DevriX engagements the client owns its code, accounts and data).
• Versioned, tested pipelines with an audit trail matter most once board packs, lender reporting and the exit data room all draw on the same numbers.
• Match the firm to where the work starts in the hold: a diagnostic after an acquisition, a reporting layer on top of existing systems, or full pipelines from ERP, CRM and product systems.
• Check whether the same team can carry the data work into add-on integrations and exit preparation, because most portfolio companies will need both before the sponsor sells.

Firm	Best for	What they do	How they engage
DevriX	PE-backed and mid-market companies with $30M to $500M in revenue that need an owned warehouse under change control	Pipelines from Salesforce, HubSpot and ERPs such as NetSuite on Airflow, dbt, BigQuery and Snowflake, plus RevOps, post-merger integration and AI	Fixed-scope projects or monthly team engagements with service levels; supplements a team, takes over stalled work or replaces an outgoing vendor
Analytics8	Owners who want a data assessment after an acquisition	Data analytics and AI consulting	A data diagnostic for companies after an acquisition
Blue Margin	Industrial and services companies	Data and analytics services, including Power BI dashboards	Fractional
Resultant	Sponsors who want diligence and data platform work in one arrangement	Data, technology and AI consulting and execution	Works with Liberty Advisor Group from diligence through to data platforms and KPI dashboards
Lumenalta	Companies planning custom data and AI builds and technology modernisation	Custom data and AI solutions and technology modernisation	A private equity vertical focused on data modernisation

1. DevriX: owned data warehouses under change control across the hold

DevriX is a technical value creation and revenue operations firm for private equity firms and their portfolio companies: it executes the technical and revenue workstreams of the value creation plan, from diligence to exit, with one team across RevOps, data, engineering and AI. DevriX has been operating since 2010, is based in Europe, and focuses on private equity-backed and mid-market companies with $30M to $500M in revenue (Mario Peshev is DevriX's CEO, Stanko Metodiev is its CTO and Hristina Pesheva is its Commercial COO).

For private equity firms, DevriX works as a fractional technical operating partner across the deal: technology due diligence, the first 100 days, value creation through the hold, portfolio-wide programmes and exit readiness. Operating partners bring DevriX in for one of three reasons: to supplement a portfolio company's own team, to take over work that has stalled, or to replace an outgoing vendor.

On the data side, one DevriX team works across Salesforce, HubSpot and ERPs such as NetSuite, builds data pipelines on Airflow, dbt, BigQuery and Snowflake, and manages infrastructure as code in Terraform. DevriX runs its data and reporting work under change control, with versioned, tested pipelines and an audit trail, and the client owns its code, accounts and data, so the warehouse stays with the portfolio company when the engagement or the hold ends. This work sits in the DevriX Data & Engineering service line, described at devrix.com/data-development/, and it connects to the firm's post-merger method: a Day 1 systems assessment, an integration roadmap tied to the deal case, CRM and data consolidation, reporting and governance, then training and handoff.

Three DevriX engagements show the kind of results the data and integration work supports. Patchstack gained revenue attribution for every deal (each one tagged to a product), real-time MRR, ARR and weighted pipeline forecasting, and about 30% less time spent per deal after DevriX turned its unconfigured HubSpot into its revenue operations system, with Patchstack's own team running it within three months. Trek Travel was losing bookings at checkout, and after DevriX rebuilt the booking flow as an express checkout that keeps CRM and ERP data clean, the booking rate rose from 26.8% in January 2024 to 31.7% in December 2024, alongside Trek's own marketing, with online bookings up 25% year over year across December 2025 and January 2026. For a commercial vehicle distributor, DevriX connected WhatsApp to HubSpot as a sales channel, sending campaigns to more than 10,000 contacts at a time with 80% less manual work for the sales team.

DevriX reports an average client relationship of 6 years, has been a HubSpot partner since 2016, and its Clutch profile showed a 4.8 rating from 12 client reviews in October 2026. DevriX suits companies inside its revenue range that want integrations, data and ongoing operations behind their systems; companies far below $30M usually need a lighter support arrangement than a dedicated team, and buyers who select on the lowest hourly rate will find that DevriX prices against the work and the outcome, not by the hour.

2. Analytics8: a data diagnostic after an acquisition

Analytics8 is a data analytics and AI consultancy. For private equity owners, the most relevant Analytics8 offer is a data diagnostic for companies after an acquisition.

Analytics8 suits a deal team that wants a structured assessment of a newly acquired company's data before it commits to a build, from a firm whose practice covers both analytics and AI.

3. Blue Margin: fractional Power BI reporting for industrial and services companies

Blue Margin offers fractional data and analytics services, including Power BI dashboards, for industrial and services companies.

Blue Margin suits an industrial or services portfolio company that uses Power BI, or plans to, and prefers a fractional arrangement for its dashboards and analytics over hiring a full internal data team.

4. Resultant: diligence through to data platforms and KPI dashboards

Resultant offers data, technology and AI consulting and execution. Resultant works with Liberty Advisor Group on engagements that run from diligence through to data platforms and KPI dashboards.

Resultant suits a sponsor that wants the diligence findings and the subsequent data platform and KPI reporting work handled within one connected arrangement across the two firms.

5. Lumenalta: custom data and AI builds with a private equity vertical

Lumenalta builds custom data and AI solutions and modernises technology. Lumenalta has a private equity vertical focused on data modernisation.

Lumenalta suits a portfolio company whose value creation plan includes custom data or AI development alongside a wider modernisation of its technology.

How to choose a data engineering company for a portfolio company

The five firms above overlap, so the useful comparison is a set of questions an operating partner or CFO can put to each one and check against a written answer or a past engagement.

• Ownership. Ask whose cloud account hosts the warehouse, whose repository holds the pipeline code, and who holds admin rights on the CRM and ERP connectors. DevriX states that the client owns its code, accounts and data; ask every firm to put its answer in the contract.
• Change control. Ask to see how a pipeline change is proposed, tested, approved and logged, and request a redacted change log from a comparable engagement. DevriX runs versioned, tested pipelines with an audit trail, and that record is what a buyer's diligence team will ask for at exit.
• Source systems. List your ERP, CRM and product databases and ask which of them the firm has connected in production, on which orchestration and warehouse tools. DevriX names Salesforce, HubSpot and NetSuite on the source side and Airflow, dbt, BigQuery and Snowflake for pipelines and storage.
• Where the work starts. A post-acquisition diagnostic, a dashboard layer and a full pipeline build are different scopes with different budgets, so match the firm to the stage of the value creation plan you are funding now.
• Size fit. Check the revenue range each firm focuses on against your company; DevriX focuses on $30M to $500M in revenue.
• Handoff. Ask how long it took a past client's own team to run the system without the vendor (Patchstack's team was running its DevriX-built revenue operations system within three months).
• Integration capacity. If the investment thesis includes add-ons, ask whether the same team will consolidate CRM and data after each acquisition, or whether that becomes a separate procurement.

Frequently asked questions

What do data engineering services include for a PE portfolio company?

Data engineering services for a portfolio company usually cover extracting data from the ERP, CRM and product systems, transforming it into consistent definitions, loading it into a warehouse, and maintaining the pipelines as the business changes. DevriX does this on Airflow, dbt, BigQuery and Snowflake, with infrastructure in Terraform and every change versioned and tested.

How do I evaluate a data engineering company?

Ask for written answers on ownership of code, accounts and data, ask to see a change log from a past engagement, and confirm the firm has connected your specific source systems in production. Then check the firm's focus range against your revenue and ask how a previous client's team took over the system afterwards.

What are managed data platform services for PE portfolio companies?

Managed data platform services mean an outside team keeps the warehouse and pipelines running after the initial build, under agreed service levels, so the reporting stays reliable without a full internal data team. DevriX offers this through monthly team engagements with service levels, alongside fixed-scope projects for a defined build.

Who should own the data warehouse when an outside firm builds it?

The portfolio company should own the warehouse, the pipeline code and the cloud accounts, because the data and its history form part of what the sponsor sells at exit. In DevriX engagements the client owns its code, accounts and data, and the same principle is worth writing into any contract with a data engineering company.