
01 / AI DEVELOPMENT
AI agents for actual workflows
Connect documents, measurements and instrument data to analysis and supervised execution. Keep source evidence and human approval visible.
Scope and deliverablesAI DEVELOPMENT / VALIDATION
AI development and validation for biotech workflows
We connect field data to working services, qualification evidence and confident customer adoption.
CORE SERVICES
Agree the objective, acceptance criteria and approval roles before implementation. Scope, deliverables and support are defined in the contract.

01 / AI DEVELOPMENT
Connect documents, measurements and instrument data to analysis and supervised execution. Keep source evidence and human approval visible.
Scope and deliverables
02 / VALIDATION
Build URS, IQ/OQ/PQ protocols, execution records and reports around the customer's approved criteria and intended use.
Validation servicesDELIVERY & SUPPORT
Requirements, testing, training and maintenance are scoped separately so acceptance and operating responsibility stay clear.
Connect documents, field data and tools to a supervised working service.
We connect user requirements, risks, test items, acceptance criteria, traceability, and results reporting.
We structure installation, operating-range, and performance evidence with deviation and retest criteria.
We define intended users, environments, critical tasks, and use errors, then document observable evidence.
We review change impact, performance drift, deviations, CAPA, and quality indicators on a recurring cadence.
Technology transfer and pilot support are separately scoped. Facilities, staffing, quality agreements and applicable authorizations must be confirmed before production begins.
Conditions and scopeSCOPE TOOL
This free rules-based tool organizes inputs before a consultation. It is separate from our custom AI development service and does not execute customer workflows.
Final scope and conclusions require expert review.
Open Scope AgentSelect a subject and stage to organize the documents, evidence, and execution sequence you need.
COMPANY PROFILE
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DOCUMENT PACK
Editable draft templates. Tailor scope and acceptance criteria before use.
Requirements, rationale, risk, verification method, acceptance criteria, and traceability
Users, environments, critical tasks, scenarios, observations, use errors, and conclusions
Installation environment, components, documentation, utilities, calibration, and safety
Operating ranges, alarms, interlocks, worst-case conditions, and test results
Actual conditions, repeats, lots, operators, performance metrics, and disposition
Scientific, engineering and training capabilities matched to the project.
Ph.D. in science education
Experience in science education, technology-enabled learning and training design.
Delivery role: Customer requirements, training design and adoption support
M.Sc. in applied bioscience; clinical laboratory technologist
Experience in diagnostic reagent and instrument performance assessment and manufacturing transfer.
Delivery role: Performance criteria, test design and interpretation
Firmware and host-interface development experience
Linux/QNX BSP, device drivers, mobile and network integration.
Delivery role: Device communication, data acquisition and fault diagnosis
Web, backend and agent development responsibilities
Development scope covers interfaces, APIs, tool execution and state management.
Delivery role: Implementation, testing, deployment and operational handover
Project staffing, responsibilities and participation are confirmed at kickoff.
START A PROJECT
Tell us the objective, current data or equipment, and the result you need. We will review scope, schedule and acceptance criteria.