United States · Australia · Europe · India · Netherlands

Agility, Data & AI for regulated programmes.

iostring embeds senior agile coaches, data engineers, and AI governance leads with your teams in banking and insurance. Same people from kickoff through handover.

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Three services. One delivery team.

Pick the discipline you need, or run all three on the same programme when agility, data, and AI must move together.

01

Agile delivery

Programme coaching, PI planning, and release leadership when the date is public and regulators are watching.

 02

Data engineering

Pipelines, lineage, quality, and platform work so reporting, supervision, and AI share data people can explain.

 03

AI governance

Operating model, policy, and controlled rollout with risk and compliance before tools reach production.
01

Agile delivery at programme scale

Cadence that survives steering pressure, not slide-deck agile.

What we do

  • Portfolio and release-train coaching for multi-team programmes
  • PI planning, dependency management, and readiness for go/no-go calls
  • Support for product owners, Scrum Masters, and engineering leads under delivery dates
  • Alignment between business, IT, and control functions on what ships when

Typical engagements

  • Steering-room support ahead of a regulatory or market release
  • Recovery when cadence broke after reorganisation or vendor change
  • Coaching while scaling delivery across US, Australia, and European sites
02

Data engineering for supervision and AI

Trustworthy data paths for finance, risk, reporting, and governed AI use cases.

What we do

  • Batch and streaming pipelines with documented lineage and ownership
  • Data quality rules and monitoring for supervisory and management reporting
  • Platform adoption on cloud or enterprise data platforms your teams already use
  • Foundations so AI initiatives reuse the same curated, explainable datasets

Typical engagements

  • Replacing brittle spreadsheets with engineered feeds into risk and finance
  • Preparing data domains before an AI pilot or model rollout
  • Engineering scale from India with leadership from the Netherlands and your site teams
03

AI governance in production teams

Named owners, updated ceremonies, and compliance in the loop before go-live.

What we do

  • AI operating model: roles, forums, and decision rights on the programme
  • Use-case intake, risk tiering, and approval paths with your compliance team
  • Rollout playbooks for copilots, models, and vendor tools in regulated workflows
  • Handover artefacts: inventories, policies in practice, and monitoring expectations

Typical engagements

  • First wave of generative AI in operations with audit-ready documentation
  • Scaling from pilot to multiple business lines without losing control
  • Bridging engineering, risk, and legal when delivery dates are already committed

How we deliver

On your programme

Seniors embed with your product, engineering, risk, and compliance teams. We join ceremonies, code reviews, steering calls, and governance forums as needed.

From India and the Netherlands

Engineering depth from India. European client leadership from the Netherlands. On-site presence in the United States, Australia, and Europe when the programme requires it.

Through handover

We stay until internal teams can run cadence, data paths, and AI controls without us. No bait-and-switch to junior staff mid-flight.

Practitioners first

iostring is a specialist consultancy for supervised financial services. Founders and leads have run multi-country agile programmes and early AI adoption in regulated environments. You work with us directly.

Say hello.

hello@iostring.com