Preserve the decisions, evidence, and expert context behind the final response.
Institutional knowledge that stays useful
Stop searching old proposals. Start with connected operational memory.
At a glance
AEC operational memory is the approved knowledge created while a pursuit moves: requirements, proof, decisions, expert input, edits, and review history. Propagent connects that context to each new RFP so teams receive relevant evidence, insight, or a focused question—not a pile of old proposals—while each firm’s private knowledge remains isolated.
Retrieve knowledge because it fits this pursuit, not because keywords happen to match.
Each firm’s private knowledge remains its own.
The knowledge problem
The final document leaves most of the useful work behind.
Past proposals can show what the firm submitted, but not always why the team chose that positioning, which evidence reviewers trusted, what an expert corrected, or which statement became stale. Those decisions often remain in email, comments, meetings, spreadsheets, and people’s heads.
Operational memory preserves the approved work behind the response and reconnects it to future requirements. The goal is not to return more old content. It is to provide useful evidence, an informed direction, or a focused question that moves the active pursuit forward.
What becomes reusable
Capture the context that generic search cannot see.
Requirements and interpretations
What the buyer asked, how the team interpreted it, and which source governed the decision.
Read the guideFirm proof and expert input
Projects, people, credentials, facts, and approved answers connected to the work they support.
Read the guideDecisions and review history
Positioning choices, edits, open questions, approvals, and lessons that shaped the response.
Read the guide
Meaningful search
Propagent turns search into insight—not a stack of old answers.
- Connect the active requirement to relevant experience and proof.
- Show why the evidence is useful and where it came from.
- Surface missing context instead of filling the gap with generic language.
- Turn the missing context into a focused question for the right person.
- Preserve the approved answer and decision for future pursuits.
What your team sees
See the firm’s knowledge in the context of this pursuit.
Relevant proof, prior decisions, expert context, and approval history stay connected to the active requirement so the next action is clear.
- Active requirement
- Comparable terminal-delivery experience
- Connected context
- Approved project record and prior response
- Next action
- Confirm current staff availability
- Source and approval history visible
- Knowledge connected to the active RFP
- Firm-private context preserved for future work
Where your team stays in control
People confirm relevance, correct stale information, add relationship context, and approve knowledge before it becomes part of the response or reusable firm memory.
Frequently asked questions
Straight answers for your evaluation.
What is operational memory for AEC proposals?
Operational memory is the approved context created through proposal work: requirements, evidence, decisions, expert input, drafts, edits, review history, and outcomes. It is more useful than a final-document library because it preserves why the work changed.
How is operational memory different from enterprise search?
Enterprise search retrieves files or passages. Operational memory connects relevant evidence and prior decisions to the active requirement and can identify when a focused expert question is still needed.
Does Propagent learn from one firm’s data to help another firm?
No. Each firm’s operational memory remains private to that firm. Propagent does not pool one customer’s proposal knowledge with another customer.
Does old content get reused without review?
No. People confirm relevance, resolve stale or sensitive information, and approve what belongs in the current response.
See it on real work
Review a real pursuit Put your firm’s knowledge to work
See how a live RFP connects to the proof, decisions, and people already inside your firm.