Built for ops and AI leaders who need reliable automation—not another chatbot over documents.
Every company runs on know-how scattered across documents, drives, wikis, and people's heads. Humans remember where things live. AI agents can't operate that way.
Procedures, exceptions, and decisions sit in PDFs, wikis, shared drives, and archives—with no single map of how work actually gets done.
Agents can follow instructions, but they cannot guess how refunds, pricing exceptions, or incidents are handled in your company.
Work slows when the answer lives in one expert's memory instead of a structured operating layer everyone can use.
The cost is having information that nobody can find.
The problem compounds every year as organizations grow, documents accumulate and experienced employees leave.
Not company-wide search. A living map of how your company works—then agent-ready instructions built on source evidence.
Connect documents, shared drives, and wikis. Extract text, tables, and structure from the files where knowledge already lives.
Map workflows, decisions, exceptions, and ownership into operational knowledge your teams can navigate.
Keep every answer and instruction tied to source evidence. Human review before automation moves forward.
Give teams and agents operating instructions they can use safely—grounded in how your company actually works.
How an industrial organization transformed fragmented operational knowledge into a Company Brain.
Before Minerva
Industrial manufacturer. 120 employees. 30 years of accumulated operational knowledge.
Knowledge was spread across:
After Minerva Company Brain
87%
Faster information retrieval
70%
Fewer escalations to key personnel
2x
Faster employee onboarding
90%
Critical knowledge retained in the organization
100%
Answers linked to source documentation
When domain knowledge becomes structured and traceable, automation stops depending on whoever remembers the answer.
Agents get operating instructions grounded in your company's rules—not generic model guesses.
Teams find how work gets done in seconds, with source evidence attached.
New people learn from structured operational knowledge instead of informal expert chains.
Every automated step stays tied to documents humans can open and verify before it runs.
A Company Brain has to fit your security posture, model strategy, and audit requirements. Minerva is designed for controlled deployments, not black-box automation.
Source-backed answers, review gates, ownership, and policy context keep automation tied to the rules your teams approve.
Deploy in environments you control when data residency, procurement, or regulated workflows require it.
Use open-source models, proprietary models, or a mixed strategy depending on workload, privacy, accuracy, and cost.
Keep decisions and generated instructions traceable to documents, versions, and human review before they affect operations.
A structured pilot designed to transform fragmented knowledge into operational intelligence.
Weeks 1–2
Audit existing repositories, identify critical knowledge sources and map operational information flows.
Weeks 2–4
Process, structure and validate documents, procedures, manuals and historical knowledge assets.
Weeks 4–6
Deploy semantic retrieval, grounded answers and organizational knowledge access.
Weeks 6–8
Validate responses with business stakeholders, measure adoption and prepare production rollout.
By the end of the pilot, organizational knowledge becomes structured, accessible and ready to power future AI agents and automation initiatives.
Logistics
Challenge: Operational knowledge spread across contracts, procedures and regulations.
Outcome: Faster incident resolution and consistent answers across locations.
Engineering
Challenge: Project knowledge trapped inside historical documentation.
Outcome: Faster proposal generation and increased knowledge reuse.
We look at where your teams lose time finding information, which workflows depend on tribal knowledge, and whether Minerva is likely to create measurable value.
The first target is a focused 30-day path: one document-heavy workflow, a clear corpus, and success measured by faster retrieval, better onboarding, and less manual evidence gathering.
You get traceable answers, not another list of files. Minerva helps teams find the answer, see the source, and understand which document supports the decision.
Understand how much operational knowledge is hidden inside your organization and identify the biggest risks before they become operational problems.
contact@minerva-ds.com