Share data across agencies without surrendering control of it
Departments hold overlapping records about the same citizens, properties, businesses and cases, in systems procured decades apart under different statutory regimes. The integration problem is real, and it is usually blocked by governance rather than technology.
What actually blocks cross-agency sharing
Statutory boundaries between systems
Each dataset carries its own legal basis and its own retention and access rules, so a naive copy-everything-into-a-lake approach is not available.
Sovereignty requirements
Data residency requirements and third-party risk assessments constrain where processing may happen, which excludes most managed AI services outright.
Provenance has to survive the journey
An answer used in a decision that affects a citizen has to be explainable, attributable and reproducible months later.
Registries, case management and operational systems
SetMeld runs entirely inside your own environment, using a reasoning model you choose and host. The unified graph carries datasource attribution on every record and enforces access control at query time, so the controls that govern each source keep applying after unification.
Representative systems. SetMeld connects to any structured dataset you have credentials for. No migration, no modernization prerequisite.
Answered in one query, with provenance
- Which records across departments refer to the same person, property or business?
- What is the complete picture of a case, drawing on every system that touched it?
- Where are our data quality problems concentrated, and which are automatically fixable?
- Which datasets can answer this policy question, and what is their provenance?
- How do we produce a statutory return without a manual reconciliation exercise?
Why the answer is trustworthy
Every result is computed over governed, unified records rather than retrieved from a pile of text. Each answer carries datasource attribution back to the systems that produced it, and agents querying the graph inherit the same access controls as the people who own the underlying data.
The integration is generated, verified by our experts and approved by your team.
Deploy on-prem, in private cloud, or as SaaS with the graph resident in your network.
New sources are additional connections at no additional project cost.
What changes for a department or agency
Full data sovereignty
Every component, including the reasoning model, runs inside your network. Nothing is transmitted to a third party.
Auditable after the fact
Audit trails and provenance on every transformation mean decisions can be explained long after they were made.
Delivered in weeks
The integration is generated and verified rather than hand-built, which changes the procurement conversation as much as the technical one.
Bring your information governance lead to the first call.
The architecture answer, that everything runs inside your network, usually shortens the conversation considerably.