Defined problem
State the business or engineering question that improved knowledge access should address.
Private knowledge pilot
Test ContextHarbor with one team and one useful knowledge problem
Start with one business or engineering workflow, a selected document collection, and representative questions from the people who will use it.
The pilot shows whether private, source-backed retrieval improves access to shared knowledge and is worth expanding.
Start with a controlled domain
A useful pilot has a decision at the end.
Avoid beginning with the organization’s entire document estate. Select a valuable problem with clear ownership and representative users.
Owned documents
Use a controlled collection with an identified knowledge owner and update process.
Representative questions
Agree a realistic evaluation set before configuring retrieval.
Decision criteria
Define what evidence will support proceeding, extending, or stopping.
Pilot process
Move from discovery to an evidence-based recommendation.
Discovery
Define the use case, users, knowledge owners, security requirements, and intended applications.
Knowledge assessment
Review formats, quality, ownership, duplication, sensitivity, and update frequency.
Controlled deployment
Configure ContextHarbor within the agreed evaluation environment and create the project namespace.
Ingestion and validation
Load approved knowledge, review processing, and confirm that sources remain usable.
Evaluation
Test representative questions against agreed retrieval and answer-quality criteria.
User review
Collect feedback from users, knowledge owners, technical evaluators, and security stakeholders.
Recommendation
Document results, gaps, production requirements, and the recommended next step.
Success criteria
Measure quality, suitability, and readiness separately.
Final metrics and acceptance thresholds should be agreed before the pilot begins.
Retrieval usefulness
Check whether representative questions return the passages users need.
Source correctness
Confirm that results and answers remain connected to the relevant source material.
Answer quality
Review groundedness, factual consistency, relevance, and unsupported answers.
Operational fit
Review ingestion reliability, response time, update effort, ownership, and user feedback.
Pilot scope
What the pilot includes.
Agree the scope, inputs, responsibilities, and schedule before configuration begins.
Typical scope
One team, one business or engineering use case, and one controlled document collection.
Pilot deliverables
A configured deployment, evaluation set, retrieval results, documented findings, and a recommended next step.
What your team provides
A knowledge owner, representative users, an infrastructure contact, and the selected documents.
Schedule
The schedule depends on document readiness, deployment requirements, and the number of evaluation workflows.
Pilot outcome
A clear recommendation backed by retrieval evidence.
Decide whether to proceed, extend the evaluation, or stop based on evidence.
Your team should understand the use-case value, retrieval quality, remaining gaps, operating requirements, and the next knowledge domain to consider.
ContextHarbor
Discuss your team’s knowledge workflow.
See how ContextHarbor could support a controlled operational or engineering knowledge workflow within your environment.
Pricing depends on deployment, integration, and support requirements.