An RFP content library where every answer is current, owned and cited — so no bid repeats a claim the company retired
Every answer current, owned and cited, so no bid repeats a claim the company retired.
See one case, screen by screen ↓RFP Content Library Management keeps the approved answer library behind your RFPs, security questionnaires and due diligence questionnaires current, by finding stale, conflicting and unowned answers. Seven agents sweep the library weekly and whenever a source changes, settle each conflict with a cited source, find new owners and trace stale claims into open bids. The answer's owner decides and signs every change.
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Every proposal team keeps an answer library: thousands of approved answers about security, privacy, continuity, finance, ESG and the product that get copied into RFPs, security questionnaires and due diligence questionnaires. It decays quietly. A policy gets a new version and the answers that quote it do not. A certificate renews and four answers still give the old number. Two teams write two answers to the same question, one says 30 days and the other 90, and search returns whichever ranks first — and so does the AI draft.
The calendar review cycle reaches a stale answer months later, after it has been pasted into dozens of bids. The subject-matter experts who should fix it get batches of “please re-review these 40 answers” they cannot tell apart, and the people who owned answers leave or move. Each copy of a retired claim is a statement to a customer, and some of those statements end up in the contract.
Estimated split for a library of a few thousand answers, by hand and with the solution.
Seven agents sweep the library, settle each conflict with a cited source, check it, trace it into open bids and find new owners; the owner signs.
Kestrel & Vane Group keeps 3,412 approved answers with 186 owners. Two of them disagree on how long customer data is kept after the contract ends — and the wrong one is in three bids due this month. Here is what happens, screen by screen, in the working solution.
Hana's home screen shows three numbers: 97.7% of answers current and owned, 79 needing attention, and 34 flagged answer uses across 6 open bids, the first due 19 Oct. Below them the agents report in plain sentences, each with its citations, and offer the next step: open the conflicts, review the owners, or ask why. Her “Needs you” list starts with data retention, due today.
Conflict Resolver: “The one to do first: data retention. A-1187 says 30 days, A-2264 says 90. Records Retention Policy v4.1 settles it: 90 days. A-1187 is in 3 open bids and its owner has left.”
Every Monday at 06:00, and whenever a policy, certificate or report changes, the Library Sweeper reads every approved answer. It checks each one against the sources it cites, against every other answer to the same question, against the HR directory, and against its review date. Sweep #41 found 12 conflicting pairs, 38 stale answers, 17 without an owner and 9 groups of near-duplicates. Hana can run it again on demand and watch each step.
“Next sweep Mon 19 Oct 06:00 · also runs when a source changes.”
A-1187 says customer data is deleted 30 days after termination. Its owner, Marcus Doyle, left on 30 Jun 2026; it was last reviewed on 14 Mar 2023 and has been used 47 times. A-2264, owned by Lena Park, says 90 days, then deletion within 30. Between them sits Records Retention Policy v4.1, §6.2, with the disputed words marked. Below, the agents propose four numbered actions at 96% confidence: publish A-2264 as v3, retire A-1187, update 3 open bids, and tell 2 account owners.
“Decides: Lena Park, owner of A-2264.”
Hana never has to take the agent's word for it. A numbered citation opens the policy itself: §6.2 keeps customer data for 90 days after termination and deletes it within 30 days after that, and §6.3 says backups expire within 35 days of deletion and a certificate of deletion is issued on request. The panel shows what the agent took from the passage, and a read-only copy is kept with the record.
The Source Checker works independently of the Conflict Resolver. It confirms v4.1 was approved on 18 Mar 2026 and took effect on 1 Apr 2026, and that it replaced v3.2, whose §5.4 said 30 days. That is where A-1187 came from. It also checks every fact in the draft against §6.2. Hana asks “Why is 90 days right?” in the conversation beside the pair, and the Conflict Resolver answers with the policy, the version history and the contract template, which also says 90.
The Source Checker can block a draft; it cannot approve one.
Hana sends the fix to Lena to confirm; the decision is due on 22 Oct, five business days later. Lena's review queue shows both answers, the policy passage and the new wording of A-2264 v3 marked word by word against her current text, with the Source Checker's verdict underneath. It also tells her what follows: 47 past uses move to A-2264 and 3 open bids get the new answer when their proposal managers accept.
Lena's line: “Show me the clause and what changed. I'll decide in a minute.”
Lena can confirm, edit the wording and confirm, or reject with a reason. She confirms with the reason code “Matches the policy in force”, ticks that she has read the cited source, and signs. The meaning of her signature is written into the record: A-2264 v3 matches the source and A-1187 is retired. Only the answer's owner can decide: viewed as Hana, the buttons are greyed out, with the reason.
“I confirm A-2264 v3 matches the source and A-1187 is retired.”
The Usage Tracer has followed A-1187 into three open bids: Halvorsen Logistics (RFP-2026-118, question 4.12, due 22 Oct), Brightwater Health's security questionnaire (due 19 Oct) and Meridian Foods (due 30 Oct). Diego accepts the swap into Halvorsen with the reason “Use the settled answer”, and the response tool is updated. Two submitted bids still in negotiation, Orrin Freight and Calder Utilities, get a drafted correction note for their account owners. Nothing is sent until Hana approves it.
“Correction notes go to the account owner, never to the customer directly.”
The history lists the whole case in order: the Usage Tracer's trace, the Conflict Resolver's draft, the Source Checker's confirmation, Hana sending it, the review opened for Lena, her signed decision, the 47 past uses re-pointed, Diego's acceptance and the response tool's update. Each decision carries its reason code, and each step its citations. The evidence pack for the conflict exports in one click.
“Kept for 7 years · cannot be edited.”
The same retention answer, seen by five of the people who carry the library — what their week looked like, and what it looks like now.
Seven agents sweep the library, settle each conflict with a cited source, check it, trace it into open bids and find new owners; the owner signs.
Reads every approved answer each week and whenever a source changes, and finds conflicting pairs, stale answers, answers without an owner and near-duplicates — comparing each answer with the newest approved version of its sources, with other answers to the same question and with the HR directory.
For each conflicting pair, finds the source that settles it by the authority order, drafts the merged answer and the retirement, and answers questions about the conflict in the conversation beside it.
Independently confirms that the settling source is the version in force — approved, effective and not superseded — and that every fact in the draft matches the passage. It also explains where the wrong answer came from.
Follows an answer into open drafts and submitted bids, drafts the swap for each proposal manager and a correction note for each account owner.
Proposes a successor for each answer without an owner from the HR directory, authorship and approvals, with the evidence, and writes a handover briefing for the new owner.
Merges near-duplicates into one canonical answer, keeping alternates for length and audience.
Sends review requests, reminds the owner on day 3, escalates to the owner's manager on day 6, keeps the clock and writes the history.
Content Manager sends; the owner confirms, edits or rejects and signs; PMs accept into bids. The agents propose; a named person decides.
Every main screen has a conversation with the agents. Answers come with the passage behind them, and an instruction becomes a proposal that waits for the owner.
What do we tell customers about data retention?
The policy in force says 90 days after the contract ends, then deletion within 30 days. Use A-2264. A-1187 (“30 days”) contradicts it and is in 3 open bids; the fix is in Reconcile.
Which stale answers are in bids due this week?
Brightwater Health (due 19 Oct): A-0712, A-0715, A-1402, A-2290 and A-1508 — four quote the old ISO certificate or SOC 2 period. Halvorsen Logistics (22 Oct): A-3120, A-2011, A-2290.
Retire everything that still says 30 days
Two answers still say 30 days in the sense of keeping data: A-1187 (customer data, already in C-01) and A-1209 “Backups of customer data are kept for 30 days”, which the policy now puts at 35 days after deletion. I left out A-0350 (payment terms) — it is not about data. Proposal: retire A-1187 with C-01 and redraft A-1209. Nothing changes until you approve.
Who should own Marcus Doyle's answers?
Sofia Brandt: she took his role on 1 Aug 2026 and has approved 6 privacy answers since. 9 answers, used 111 times in 12 months. Accept it on the Owners screen.
13 screens from the working solution, on its sample data. Pick one to see it large.
When the agents sweep, when an answer counts as stale, which source wins and who must sign are settings — and every change to them is on the history.
| Setting | Default | Choose from |
|---|---|---|
| When to sweep | Weekly, Monday 06:00, and whenever a source changes | Weekly sweep on or off · Sweep when a source changes on or off |
| When an answer is stale | Security and privacy 6 months · product 9 · finance, ESG and company facts 12 | Set in months, per topic |
| Confidence floor for a proposal | 80% | Steps of 5%; below it, the agent asks |
| Merge similarity | 0.92 | Steps of 0.01 |
| Countersignature for retiring an answer used more than | 100 times | Steps of 25 |
| Which source wins | Approved policy or standard in force first | Policy or standard · certificate or audit report · contract template · annual or sustainability report · product document · another library answer never settles a conflict |
| Owner review SLA | 5 business days · reminder day 3 · escalation day 6 | Set in business days |
| Notifications | Daily digest at 08:00 · alert proposal managers when a bid due within 10 days carries a flagged answer · tell the source owner when two current sources disagree | Digest · proposal manager alert · tell the source owner when sources disagree · weekly summary to the Head of Bid Centre |
Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.
“demo” = seen in the working solution, on its sample library · “target” = the design goal, measured in the pilot · “estimated” = our estimate · “typical” = published figures (a 2026 RFP benchmark survey of 1,500+ teams, run by an RFP software vendor with APMP — RFPs influence 40% of company revenue, 166 RFPs a year at 33 hours each, 49% name SME collaboration a top challenge). People, companies, bids and documents named on this page are fictional — characters and sample data in the working solution.
RFP Content Library Management keeps the approved answer library behind your RFPs, security questionnaires and due diligence questionnaires current, by finding stale, conflicting and unowned answers. Seven agents sweep the library weekly and whenever a source changes, settle each conflict with a cited source, find new owners and trace stale claims into open bids. The answer's owner decides and signs every change.
A review cycle reaches an answer when its date comes round. Here the agents sweep every Monday and whenever a policy, certificate or report gets a new version, so an answer that quotes a changed source is flagged the same day. Stale answers are sorted by how often they are used, so the most-repeated claims are fixed first.
It does not pick by recency or popularity. The Conflict Resolver finds the passage that settles the pair by your authority order, and the Source Checker independently confirms that source is the version in force. When two current sources disagree — the Support Policy gives priority 1 incidents 24/7 support on the Premium and Enterprise tiers, the Service Catalogue gives the Standard tier business hours for all priorities, and neither answer names the tier — the agents escalate to the source owner instead of guessing.
The Usage Tracer follows the answer into open drafts and submitted bids. Each proposal manager accepts or declines the swap into their own bid, and accepted swaps are pushed to the response tool. For submitted bids still in negotiation, it drafts a correction note for the account owner, sent only after the Content Manager approves it — never to the customer directly.
The Owner Finder reads the HR directory and proposes a successor with the evidence — the person now in the role, the answers they wrote and approved — and writes a handover briefing. The Content Manager accepts, changes or accepts all; nothing is assigned until then.
Yes. The agents propose and never publish, retire, merge, assign or contact a customer. The answer's owner confirms, edits or rejects every change with a reason code and a signature, retirements of heavily used answers are countersigned by the Head of Bid Centre, and every step is on a history that cannot be edited.
Yes. The sweep schedule, staleness by topic, the source authority order, the confidence floor, merge similarity, the countersignature limit, the owner review SLA and the notifications are all settings, and every change to them is recorded.
The Agentic Solution Engine builds and deploys it from your requirements and documents — an export of your answer library, your policies and certificates, and your roles — and it goes live once every quality gate has passed. Setup in the working solution is five guided steps: import, connect sources, map owners, set rules and run the first sweep.
Questionnaires back in days, not weeks, and every answer matches what customers were told.
1-min demoRFP Response AutomationHigher win rate, no promise you can't keep, and the bid in on time.
1-min demoDue Diligence Questionnaire (DDQ) ResponseEvery DDQ answered from approved sources, and no investor told two different stories.
1-min demoWe'll run RFP Content Library Management on an export of your own answer library and the policies it quotes.