AI delivery
Put AI to work
where it matters.
Build a useful solution, give people better tools or carry out configured workflow work. We help you choose the approach that fits your organisation and the result you need.
Discuss a workflowManufacturing experience
Help the next engineer use what the team has learned.
In a high-turnover manufacturing environment, Cornerstone Red created an agent that speaks the company’s terminology and advises using actual experience recorded by senior engineers.
The work reduced the time newer engineers spent finding procedures and the number of questions going to senior engineers. It made recorded experience easier to use in the working day.
Explore a manufacturing workflowChoose how AI helps the work move forward.
AI-assisted development. We can use AI to help build a solution. The delivered software or automation need not contain AI: what matters is whether it solves the problem.
People equipped with AI. We can equip employees with LLMs and harnesses—the tools and context around a model—to investigate, prepare reports and work through decisions. People direct the work and review what they use.
AI carrying out workflow work. We can configure AI to execute parts of a workflow in company systems, rather than only advise an employee. We agree the actions it can take, where review or approval is needed and who is responsible for the work.
Use one approach or combine them as the work requires. We fit the solution and model choice to your workflows, existing systems, terminology, skills and constraints. If an off-the-shelf product is sufficient, we recommend it; conventional software, automation or workflow changes can also be the right delivery choice.
The Organisational World Model
One offering for putting company knowledge to work.
Read the company’s records
Documents, communications, comments, notes and post-mortems provide the history relevant to the workflow—from supplier commitments to the reasons for an engineering change and what happened next.
Relate them to the work
The model identifies actions, participants and objects, relates them into tasks, work units and projects, and links the supporting documents.
Tailor the workflow
We connect the company context and underlying records to an open-weights model or your chosen model. Employees can understand earlier reasoning and consequences, investigate issues, prepare reports and get advice in the company’s terminology. Tailored agents can also carry out configured work.
Example applications
Follow a question through the company’s records.
These applications show how the capability could be tailored to a workflow.
What have we conceded before, what did we receive in return, and what happened afterward?
- Earlier negotiations
- Agreements and buyer notes establish the concessions made and the commitments received.
- Operational experience
- Delivery, quality and plant records show what those commitments meant in practice.
- Open questions
- Colleagues confirm unresolved evidence before it becomes part of the negotiating position.
A procurement agent could assemble that history into evidence-backed options. The buyer chooses the commercial position; the agent could then turn approved terms into correspondence and tracked commitments.
Explore supplier negotiationA late part changes a shutdown plan.
A planning agent could relate the affected job to access, crews, inspections and adjoining work, then use previous shutdown experience to develop alternative sequences. After accountable people approve the change, it could help coordinate plan updates and prerequisites.
Explore shutdown coordination