Useful knowledge. Systems of your own.
Understand a sector, run an operation or bring evidence to a decision. DAAC combines its tools to create solutions shaped around that need, from a public knowledge hub to software an organisation controls.
Sector hubs
A sector’s organisations, places, activities and relationships, connected to the public sources that describe them.
Explore the evidence behind a claim, compare accounts and see where knowledge is missing.
Data access and exchange
Find relevant information across participating systems through a query, an API or a connection for an AI assistant. Access remains subject to the holder’s terms.
Bring evidence from different sources into a decision without requiring every contributor to use the same software.
Digital tools
Software for the people doing the work: capture information, coordinate responsibilities and make decisions from a shared operational picture.
An organisation works in its own system and chooses what to share with others. Datastake’s applications are a separate partner example below.
Digital system frameworks
A framework supplies the common parts beneath a family of applications. Forge builds and maintains it; the organisation controls how its systems evolve.
New needs can reuse existing components and conventions. Frame is DAAC’s own framework; Datastake’s framework remains separate.
Customised agentic workflows
A workflow that uses agents to carry out a defined job, with explicit inputs, permissions and review points.
Repeat work consistently and keep judgement with the people responsible for the outcome.
Supervised and unattended workflows
Run a process with people at its checkpoints, or allow defined steps to run unattended within approved limits.
Decide where human review is needed before handing work to agents. Exceptions and results remain available for inspection.
Research reports
An account of what the evidence supports, what conflicts and what remains unknown, written for the decision at hand.
Follow the reasoning back to its sources.
Websites
A clear public account of an organisation, initiative or body of knowledge, with illustrations that explain how it works.
Give people a coherent route from first understanding to a useful next step.
Presentations
An argument shaped around the audience, using evidence and illustrations to make a complex subject understandable.
Help a client, partner or decision-maker understand what matters and why.
Explore a sector through its evidence.
Public knowledge should be useful before it reaches an exchange. Each hub brings a sector’s evidence into a shared reference that people can explore, question and build on. See how that knowledge is assembled.
Gold Hub
Explore the organisations, mine sites, programmes and relationships around gold, alongside the sources that support them. Follow a subject into its wider context.
gold.daac.ai ↗DRC Cobalt Hub
Public evidence on artisanal and industrial cobalt in the DRC: stakeholders, initiatives, news and source documents.
cobalt.daac.ai ↗ASM Hub
Traceability, certification, formalisation and monitoring systems used in artisanal and small-scale mining, with the public sources that describe them.
asm.daac.ai ↗Extractives Transparency Hub
Public records of contracts, revenues and beneficial ownership in DRC extractives, alongside reporting on the EITI process.
nashiriki.com/eiti ↗Climate & Nature Hub
Public information on climate and nature projects, funders, standards, developers and datasets, connected to their sources.
climate.daac.ai ↗Datastake’s applications.
A separate partner ecosystem.
Datastake develops its own framework and builds client-owned applications on it. Forge supports work on that framework and those applications. They belong to Datastake and its clients, and illustrate the different operations connected systems can serve.
Bank KYC and onboarding for artisanal mining
Gold supply-chain due diligence
Civil-society monitoring and evaluation
Conflict and GBV incident monitoring
Climate and nature MRV infrastructure
Responsible-gold programme platform
ASM ESG and investment facilitation
ASM self-assessment, due diligence and operator profiles
Responsible Minerals Credits infrastructure
Child-labour monitoring and remediation
Start with the need.
Tell us about the decision, the sector or the operation you need to support.