Data and AI strategy
Maturity assessments, value cases for each use case, regulatory alignment, and a data governance operating model with clear owners, stewards and councils.
Services that bringthe products to life.
Software alone does not transform an enterprise; the people who implement, integrate and run it do. We wrap end-to-end services around every product we sell.
DiscoverMap the decision, the data behind it and the people who own it. Agree measurable outcomes.
TwinBuild the taxonomy and a synthetic twin. Prove the approach without touching production.
PilotRun a governed pilot with real users, approval gates and a measured baseline.
IndustrialiseScale across domains and regions, embed data contracts and quality controls, train your teams.
RunOperate, monitor and improve under clear SLAs, or hand over to your own team.
01 — What we offer
Strategy to stewardship, end to end.
Agile iterations across four workstreams: governance framework, platform and integration, metadata, and data quality.
01
02
Data governance implementation
Policies, catalog, glossary, lineage, data quality, MDM and RDM, delivered on TwynTrust or on the governance platform you already own.
03
Twin and agent engineering
Taxonomy workshops, twin builds, agent design, retrieval grounding, evaluation and guardrails, with a working twin in weeks rather than months.
04
Systems integration and customisation
Connectors to core banking, OSS and BSS, ERP, CRM, state data centres and digital public infrastructure.
05
Managed services
Data stewardship as a service, data quality operations, agent and model operations, cost tracking and SLA-based technical support.
06
Training and capacity building
Data literacy for leaders, steward certification, and vernacular onboarding for field teams across district and block levels.
07
Research and co-innovation
Joint R&D and sandbox pilots on synthetic twins, so you can test a new idea without touching live data.
08
Network operations transformation
NOC maturity assessments, assurance architecture, and AIOps and agent rollout from reactive to autonomous operations, plus managed NOC support with agents handling first-line triage.
02 — Governance roles, made clear
Who defines, approves and answers for the data.
Responsible, accountable and consulted — agreed before the first data contract is signed.
| Activity | Producer | Consumer | Governance |
|---|---|---|---|
| Define the contract | Responsible | Consulted | Accountable |
| Approve the contract | Consulted | Consulted | Accountable |
| Monitor quality | Responsible | Responsible | Consulted |
| Change the schema | Responsible | Consulted | Accountable |
| Manage SLAs | Responsible | Responsible | Consulted |
Power to act