DAACThe work we can do

Work that makes knowledge usable.

A useful answer may need a sector’s public evidence, information inside existing systems, or a tool that captures what nobody has recorded yet. DAAC combines specialist tools with human judgement to do that work, and makes the method reusable in the next context.

Public data consolidation

A sector’s knowledge is scattered across registers, reports and websites. Finding an organisation is not enough: people need to understand its relationships, activities and the evidence behind them.

SCATTERED, UNKNOWNROSTER SELECTIONTEMPLATE FORKCRAWL SEEDINGMASON FRONT-DOORCRAWL SCAN· VERIFY· ORGANISESCORED AND RATED

The resultA sector hub that connects people, organisations, places and activities, with sources and uncertainty visible alongside each claim.

How this work runs
3 INDEPENDENT SOURCES

Targeted knowledge discovery

A decision depends on information held across organisations and public sources. A name in a search result does not reveal everything each source knows about it.

HELD, FOUND BY NOBODYCRAWLSCANS ·CORROBORATESSCRIBE CONFORMSSPINE MAKESDISCOVERABLE/ PERMISSIONEDUSER ACQUIRESA RECORDINTO THEIROWN STORECONTRIBUTOR OFFERS DATASET

The resultRelevant evidence brought together around a subject, with a clear distinction between what can be discovered and what the holder allows someone to access.

How this work runs

Digital system development and maintenance

Off-the-shelf software rarely matches the work on the ground. Bespoke systems are expensive to build, and become harder to maintain as the organisation changes.

A SITUATION, NO SYSTEMCOMPASS PROPOSITIONFORGE COMPOSES ON FRAMESCRIBE / SPINE WIRINGFORGE RE-SYNCSGAUGE RE-VERIFIESRE-SHIP

The resultA digital system shaped around the organisation’s work, with reusable infrastructure underneath and a defined path for maintenance.

How this work runs

Migration of existing systems for interoperability

A system may still serve its users while its technology becomes difficult to maintain. Replacing it risks losing working behaviour and years of information.

STRANDED ON THE OLDEXISTING APP + LEGACY DATAFORGE RECOMPOSES ON FRAMEAPP CONFIGGAUGE PARITY-PROVESSHIPS ON THE BUILD LINESTEWARD HOSTSSCRIBE RECONCILES

The resultA rebuilt system on a maintainable framework, with its existing behaviour checked and its historical data reconciled.

How this work runs

Documentation mapping to schema

Reports and forms contain useful facts, but people repeatedly transcribe them before another system can use them.

LOCKED IN THE PAGESOURCE DOCSSCRIBE PROFILEPROPOSE (RETRIEVAL-AUGMENTED)CRITIC / EVALUATERENDEROPERATOR CORRECTION LOOPCORPUS LEARNING

The resultStructured records linked to their source documents, checked against a chosen schema and reviewed where interpretation is needed.

How this work runs

Mapping any database to a reference schema

The same organisation, location or activity appears differently in different databases. Their records cannot be compared reliably until those differences are resolved.

TWO SHAPES, ONE FACTANY DATABASE (SOURCE)SCRIBE CONFORMS (SCHEMA AS A PARAMETER)ANY DATABASE (TARGET)

The resultA mapping to a reference schema that lets records be compared or exchanged while preserving their origin.

How this work runs

Communication and engagement solutions

Websites, presentations and reports describe the same work in different ways. As the work changes, those accounts drift apart.

BEHIND WHAT IT ISSTATE CHANGEMASON REBUILD / SNAPSHOT

The resultClear public material grounded in the same evidence and decisions, adapted to the people who need to understand it.

How this work runs