A decision-ready blueprint
A governed AI agent solution designed around the commercial realities of contract development and manufacturing organisations (CDMOs).
Scientific, commercial, and digital architecture, with specialist expertise assembled where the engagement requires it.
CDMOs routinely interpret sponsor documentation, technical-transfer packages, commercial requirements, and capacity signals before deciding how to respond and what to prioritise. A useful agentic workflow can reduce the manual preparation around those decisions, but it needs clear sponsor-data boundaries and accountable technical, quality, operations, and commercial review.
Lonrú Consulting designs that controlled workflow. We build agentic systems around a defined task such as sponsor intake, RFP preparation, technical-transfer readiness, or capacity analysis, then make the reviewed output useful to the people who run the business.
We identify the sponsor, technical, capacity, quality, and commercial inputs relevant to the selected task, with permissions and information-sharing boundaries made explicit.
The system can structure incoming material, compare it against agreed criteria, identify review questions, or prepare a first working view within the defined sources and instructions.
Lonrú provides principal-led architecture and review governance. Client technical, quality, operations, and commercial SMEs retain review and final approval where that is appropriate.
Approved information can be delivered through a sponsor workspace, intake view, capacity interface, or executive decision tool suited to the operating workflow.
Bring relevant sponsor material, fit questions, and internal review actions into a controlled workflow before the organisation commits time or capacity.
Organise approved transfer material against defined requirements so the accountable experts can see missing information, dependencies, and next actions.
Prepare structured RFP, tender, or proposal material from approved sources while maintaining the human review needed for technical and commercial accuracy.
Relate the agreed demand, programme, and operating signals needed for a specific capacity conversation without presenting a forecast as fact.
CDMO workflows involve confidential material and formal approval paths. We design the agentic task around the information it is permitted to use, the output it can prepare, and the owners who must assess it before anything becomes sponsor-facing or operationally binding.
This allows the system to remove repetitive preparation while respecting quality systems, technical authority, and the commercial commitments that remain human decisions.
Relevant experience
Under 8 weeks
Architected and deployed a custom, secure Advanced Therapy Partner Portal for a specialized clinical-stage provider in under 8 weeks, moving legacy spreadsheet-based partner tracking into an automated, role-governed deal-flow engine.
Build or buy
Conducted operational workflow audits for life-science enterprises, mapping manual data handoffs to identify structural bottlenecks and developing automation blueprints with custom build-versus-buy architectural rubrics.
Architecture in context
Diagram summary: Sponsor, technical-transfer, capacity, and commercial inputs are contextualised, analysed, and tested through ActiveArchitecture™, then reviewed for controlled intake, readiness, and operating decisions.
Practical questions
Next step
Bring the decision, workflow, or delivery constraint that needs a clearer operating path.
Request a focused briefing