Files do not tell you whether critical work is resilient. Facthory maps the expertise, evidence and dependencies behind operations, then exposes where concentration, missing guidance or weak transfer creates business risk.
Reveal critical processes, assets and decisions that depend on one person, team or location.
Find important practices, exceptions and troubleshooting knowledge that exist in work but not in approved guidance.
Surface stale, superseded or conflicting knowledge before teams rely on the wrong version.
See where roles, teams and sites lack the knowledge depth required to sustain critical work.
Expose valuable expertise buried across conversations, decisions, demonstrations and day-to-day operational activity.
Facthory evaluates knowledge against the work, people, assets and decisions that depend on it, creating a living view of exposure rather than a static document inventory.
Identify critical knowledge concentrated in too few people, teams or sites.
Detect important operational practice without sufficient validated documentation or transferable evidence.
Compare what a role, process, asset or site requires with the knowledge currently available.
Surface contradictory instructions, outdated procedures and knowledge that no longer reflects current practice.
Connect knowledge requirements to role readiness, successor coverage and targeted learning needs.
Reveal where AI agents lack validated context, evidence or permissions needed for dependable work.
Facthory evaluates knowledge in the context of business criticality and operational dependency, so leaders can distinguish harmless gaps from genuine continuity risk.
Understand the operational, financial, quality or compliance impact if specific knowledge becomes unavailable.
See whether expertise is distributed, transferable and resilient to turnover, absence or organizational change.
Measure whether critical knowledge is current, validated, internally consistent and supported by evidence.
Determine whether the right people and governed agents can find and use critical knowledge when work requires it.
Initiate an expert-capture session, validate the existing procedures and create a role-specific learning path for two nominated successors.
Facthory connects enterprise evidence, builds organizational context, identifies critical exposure and coordinates remediation as a continuous operating cycle.
Connect the documents, systems, communications, learning records and operational evidence relevant to the selected domain.
Resolve the relationships between knowledge, experts, roles, processes, assets, decisions and business dependencies.
Prioritize gaps using criticality, concentration, coverage, trust, accessibility and workforce or agent readiness.
Coordinate capture, validation, transfer, learning and governance actions, then feed accepted outcomes back into organizational memory.
Detection is only useful when it changes the organization. Facthory turns high-priority exposure into owned, evidence-backed remediation that people and agents can execute together.
Continuously identify concentration, missing evidence, stale guidance and coverage gaps.
Expert dependency
Missing knowledge
Stale guidance
Coverage gaps
Experts, managers and durable agents work from the same evidence, context and decisions, so remediation continues without fragmented handoffs or lost reasoning.
Agents investigate gaps, assemble evidence, prepare work and continue long-running remediation until completion or a human decision is required.
Experts, process owners and workforce teams collaborate in one persistent project with shared context and clear decision ownership.
Validated evidence, decisions and transferred knowledge become reusable context for future people and agents.
A single knowledge-risk view connects continuity, workforce, AI and governance priorities without reducing organizational knowledge to document management.
• Reduce expert dependencies • Protect critical processes • Replicate proven practices
• Prioritize knowledge transfer • Build successor readiness • Target learning investment
• Improve agent context • Expose unsafe gaps • Increase reusable knowledge
• Validate critical guidance • Track knowledge ownership • Preserve review history
Workforce transformation and agent adoption are increasing the cost of not knowing which expertise, evidence and capabilities the organization actually depends on.
Employers identify skills gaps as a major barrier to business transformation.
Workers' existing skill sets are expected to change or become outdated by 2030.
Leaders expect agents to become moderately or extensively integrated into AI strategy within 12 to 18 months.
Facthory assesses organizational knowledge, dependencies and evidence. It is designed to help enterprises protect critical capability, not create hidden employee-performance rankings.
Define why knowledge is being assessed, which domain is in scope and how relevant teams participate.
Clear purpose
Defined scope
Relevant participants
Accountable owners
Begin with one process family, site, expert population, engineering function or compliance-critical domain where knowledge concentration or inconsistency already creates visible business risk.
Knowledge risk becomes actionable because the same platform can understand context, capture missing expertise, reconstruct working knowledge, coordinate durable remediation and prepare the workforce to use what is learned.
Connect knowledge risk to the people, processes, systems, assets and decisions that depend on it.
Discover the terminology, concepts and classifications required to understand knowledge consistently across the enterprise.
Capture tacit expertise from documents, voice, video, images and real operational activity.
Turn discovered working knowledge into governed processes and continuously improving SOPs.
Let durable agents execute long-running remediation while experts collaborate in shared project context.
Translate knowledge gaps into targeted role readiness, successor development and adaptive learning.
The solution makes organizational dependencies visible while preserving governance, evidence and human responsibility.
Your team can review, correct and extend the discovered structure, combining automated discovery with organizational governance.
Facthory also considers which processes, assets, teams and outcomes depend on the knowledge so that risks can be prioritized according to business impact.
Organizations can maintain common enterprise domains while allowing site- or department-specific knowledge and practices.
People remain responsible for validating critical findings, approving organizational knowledge and making consequential workforce or operational decisions.
This allows agents to use organizational knowledge more reliably while preserving source traceability and human approval requirements.
Start with one critical process, site or workforce domain. Facthory maps the knowledge your business depends on, identifies the highest-impact exposure and turns it into governed remediation.
