01 / blind
No sense of what was missed
A result looks complete even when a permission wall or an outage hid the source that would have changed the answer.
Retrieval control layer
Trusted knowledge
Trusted knowledge
for AI agents.
Find Anything is a permission-aware retrieval control layer. It shows agents what they found, what they missed, where sources conflict, why one source ranked higher — and when retrieval should not be trusted.
Live connector: Google Drive. Other connectors are labeled Planned.
Find Anything governs retrieval evidence — it does not assert factual correctness or make decisions for you.
acme-ai · retrieval receipt
Pricing Final.pdf
rank 1 · authoritative
rank 1 · authoritative
Pricing Draft.pdf
rank 2 · superseded
rank 2 · superseded
Finance — Model.xlsx
excluded
excluded
coverage 7/8
confidence medium
conflict 1 detected
citations 2
◆ Permission-scoped
◆ Exact citations
◆ Conflict detection
◆ Coverage accounting
◆ Replay & receipts
◆ Retrieval diffs
The problem
Agents retrieve confidently. That is the danger.
An AI agent will answer from whatever it can reach — the draft or the executed version, the newest file or the oldest. It rarely tells you what it missed or where its sources disagree.
02 / conflicted
Silent contradictions
Two documents state two different prices. The agent picks one and moves on — the contradiction never surfaces.
03 / unaccountable
No provenance you can audit
When the answer is wrong, there is no trace of what ranked, why, or which version governed the decision.
Synthetic demonstration · Acme AI
Two prices. Both kept. One governs.
An agent at the fictional Acme AI is asked for enterprise pricing and finds two documents that disagree. Find Anything preserves both, then explains which one should be trusted — and why.
Draft · supersededrank 2
Pricing Draft Pricing Draft.pdf
Annual
$95,000
Implementation
$20,000
Retained for the record. Ranked lower because it is an earlier draft, unapproved, and superseded.
Final · authoritativerank 1
Pricing Final Pricing Final.pdf
Annual
$120,000
Implementation
$25,000
Why this one leads:
- Newer — updated after the draft
- Approved in the document's status
- Explicitly marked authoritative / final
Nothing is hidden. The contradiction is reported, both figures stay visible with exact citations, and the ranking rationale travels with the result. Find Anything explains the ranking — it does not claim which number is objectively correct.
Coverage & permission
Every search accounts for what it could not read.
For the same Acme AI question, eight sources are known to exist. Seven are within permission scope and were searched. One sits behind a wall the agent is not allowed to cross — so it is excluded and counted, never quietly dropped.
7 / 8
sources searched
1
excluded & accounted
Pricing Final.pdfsearched
Pricing Draft.pdfsearched
MSA — Acme & Northwind.docxsearched
Order Form Q3.pdfsearched
Discount Policy.gdocsearched
Deal Desk Notes.gdocsearched
Renewal Terms.pdfsearched
Finance — Model.xlsx · restrictedexcluded
- Permission-scoped by design. Retrieval runs inside the permissions the agent already has. Out-of-scope sources are never read.
- Excluded, not erased. The one unavailable Finance source is reported as excluded — with a reason — so the gap is visible in the answer.
- No leakage. An excluded source contributes no titles, snippets, or contents. You learn it exists and was skipped, nothing more.
- Honest denominator. Coverage is 7 of 8, not "complete." The count is what makes the result trustworthy.
Evidence you can audit
Answers arrive with their receipts attached.
Every result carries exact citations, source links, a confidence signal, and a replayable trace. Nothing is asserted without a pointer back to where it came from.
agent question
“What is Acme AI's current enterprise price?”
The governing figure is $120,000 / year plus $25,000 implementation, from the approved final document[1]. An earlier draft lists $95,000 / $20,000[2] and is flagged as superseded.
retrieval confidenceMedium · 1 unresolved conflict, 1 source excluded
1
Trace
Scope resolved → 8 sources known, 7 in permission → 7 searched, 1 excluded.
2
Rank
Final ranked above Draft on recency + approved status + authoritative marker.
3
Conflict
Price mismatch detected between Draft and Final; both preserved and cited.
Replay re-run this exact retrieval
Receipt immutable record of what ran
Diff compare against the last run
Trace step-by-step ranking
Replay reproduces the result from the same inputs. A diff shows what changed when a document is updated — e.g. the day Pricing Final replaced Pricing Draft as the top-ranked source.
The control layer
Eleven guarantees, one retrieval call.
01
Permission-scoped retrieval
Runs inside the agent's existing permissions. Out-of-scope sources are never read.
02
Exact citations & links
Every claim points to a specific source, page, and passage you can open.
03
Conflicting-source detection
Disagreements between documents are surfaced, not silently resolved.
04
Authoritative-source ID
Recency, approval, and explicit markers explain which source should lead.
05
Retrieval confidence
A clear signal for when a result is solid — and when it is not.
06
Coverage accounting
What was searched vs. known to exist, including what was excluded and why.
07
Retrieval traces
A step-by-step record of scoping, ranking, and conflict handling.
08
Replay
Re-run any retrieval from its original inputs to reproduce the result.
09
Receipts
An immutable record of exactly what a retrieval did, for audit.
10
Retrieval diffs
See what changed between runs when your sources change.
11
Google Drive connector
Live today. Additional connectors are on the roadmap and clearly labeled.
＋
Built for agents
A single API returns the answer and all of its evidence together.
For developers
One call returns the answer and its evidence.
Give your agent a retrieval it can defend. The response carries citations, coverage, confidence, conflicts, and a replay handle — so your agent can decide whether to trust what it found.
- Permission scope is enforced server-side, per request.
- Conflicts and excluded sources are first-class fields, not prose.
- Every response has a
receipt_idfor replay and diff. - Connector status is explicit — you always know what is Live vs. Planned.
POST /v1/retrieve 200 OK
// Response — synthetic Acme AI example { "answer": "Enterprise: $120,000/yr + $25,000 impl.", "confidence": "medium", "citations": [ { "source": "Pricing Final.pdf", "page": 2, "authoritative": true }, { "source": "Pricing Draft.pdf", "page": 1, "superseded": true } ], "conflicts": [ { "field": "annual_price", "values": ["$120,000", "$95,000"] } ], "coverage": { "known": 8, "searched": 7, "excluded": [{ "reason": "out_of_scope" }] }, "receipt_id": "rcpt_9f2a…" // replay + diff }
Security & boundaries
Least privilege, all the way through.
Find Anything is a governance layer. Its whole job is to respect boundaries — so it is built to hold them.
Permission-aware retrieval
Results never cross a permission an agent doesn't hold. Scope is enforced on every request.
No content in logs
Traces and receipts record what ran and why — not the private contents of your documents.
Excluded stays excluded
An out-of-scope source contributes nothing to a result — not even its title or a snippet.
Auditable by construction
Receipts are immutable and replayable, so any answer can be reconstructed and reviewed.
Connectors
Live today. Honest about the rest.
Google Drive is available now. Everything else is labeled Planned — we don't claim integrations we haven't shipped.
Google Drive● Available
Slack○ Planned
Notion○ Planned
Confluence○ Planned
SharePoint○ Planned
Gmail○ Planned
Box○ Planned
GitHub○ Planned
Request access
Give your agents knowledge they can defend.
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