Your company knows the answer.It just can't find it.
Knowledge Works deploys an AI company memory workforce that turns meetings, decisions, risks, and market signals into a living operating layer — so your team stops rediscovering context and starts acting from it.
Decisions extracted
pricing, hiring, ICP
Assumptions flagged
market timing, buyer pain
Risks updated
SOC2, delivery, churn
Competitors refreshed
new launches + positioning
Strategy drift signals
roadmap vs execution
Every meeting creates knowledge. Most companies let it evaporate.
Notes summarize what happened. Knowledge Works extracts what matters: the decision, the assumption behind it, the rejected alternatives, the owner, the risk signal, and the review date. The agent maintains the memory. Humans keep the judgment.
Six agents that keep company context alive.
Transcript Mining
Meetings become decisions, action items, risks, competitive mentions, and unresolved questions — not throwaway summaries.
Decision Graph
Decisions carry assumptions, alternatives, dependencies, owners, and review cycles so rationale does not decay into folklore.
Assumption Monitoring
When a market signal, customer call, or competitor move contradicts an old assumption, dependent decisions get surfaced for review.
Living Competitive Intel
Competitor profiles update over time from meetings, research, launches, and client conversations instead of dying in static decks.
Risk Register
Risks include early warnings, mitigations, contingencies, and monitoring cadence — so risk management becomes operational.
Strategy Drift Detection
Agents compare what the company says against what it does, surfacing quiet drift before it turns into strategic debt.
From meeting noise to operating memory.
We do not install another wiki. We build the structure, process the first real context, then run the loops that keep the memory current.
Build the Company Memory Vault
We structure decisions, transcripts, strategy, risks, competitors, pipeline, OKRs, reviews, and archive folders so agents know where every piece of context belongs.
Mine the first meetings
We process recent calls and extract the durable memory: what was decided, what was assumed, what changed, who owns what, and what should be reviewed later.
Connect decisions to assumptions
Each major decision gets source context, rejected alternatives, downstream dependencies, and a review cycle. The system can now flag what changed.
Run weekly intelligence loops
The workforce updates competitor profiles, risk signals, action items, strategy drift, and leadership briefs so company memory stays alive after launch.
A company memory your agents can actually operate against.
The deliverable is not a pile of summaries. It is structured context with owners, links, review dates, and escalation rules.
This is not another place to store documents.
Wikis decay. Slack forgets. Meeting notes flatten everything into summaries. Knowledge Works routes context into the exact structure agents need to retrieve, compare, update, and escalate.
The agent maintains the graph. Humans make the calls.
The system tells you what changed, what is stale, what depends on what, and where execution is drifting. The judgment of what to do about it still belongs to the people in the room.
Built for teams where context is the bottleneck.
Start with the vault. Scale into the workforce.
Knowledge Setup Sprint
Install the memory architecture and prove the system on real meetings.
- Company Memory Vault structure
- Decision, risk, competitor, and transcript templates
- First 5-10 meetings mined
- Agent instructions and validation rules
- Handoff walkthrough for the operating team
Knowledge Team
Keep the memory alive with weekly mining, updates, and leadership briefs.
- Weekly transcript mining
- Decision and action item updates
- Basic risk and competitor monitoring
- Weekly leadership memory brief
- Monthly review and cleanup cadence
Knowledge Workforce
Full organizational memory system with decision intelligence and drift detection.
- Everything in Knowledge Team
- Assumption monitoring and cascade flagging
- Living competitive intelligence profiles
- Self-updating risk register
- Strategy drift and OKR computation
- Executive review cadence