DAAAM
DAAAM searches your Mac's RAW photos and video by description, spoken dialogue, or location using on-device AI.
For a solo Mac shooter with untagged drives, $69 once for on-device semantic search plus one-click XML/EDL export into Resolve, Premiere, or Final Cut is a cheap fix to a real problem. The launch price is temporary (list goes to $179 after the first 100 customers) and the hardware bar is genuine — Apple Silicon and 16 GB RAM — so check your machine first. Need Windows, Linux, or team review workflows and it's an easy pass.
Verified 1d ago · liveness 82/100 · cite: rightaichoice.com/tools/daaam
- Documentary filmmakers and journalists with hundreds of hours of interview footage to search
- Wedding and event videographers processing 300 GB per shoot
- Photographers with a decade of untagged RAW folders on a Mac
- Travel creators searching by location, light, and mood across years of trips
- Windows and Linux users — DAAAM is macOS on Apple Silicon, with other platforms listed as coming soon
- Teams needing built-in collaboration, shared review, or multi-seat workflows
- Macs without Apple Silicon or 16 GB RAM unless you budget for cloud analysis hours
We scan live Reddit threads, YouTube comments, X posts, G2 reviews and other communities — and hand you an honest verdict in under a minute.
- Honest verdict, not marketing
- Real pros & cons from real users
- Attributed quotes with receipts
3 free scans · no card needed
Skip DAAAM if you edit on Windows or Linux, work in a team that needs shared review and multi-seat access, or want your media catalogue to live inside your NLE rather than as a standalone Mac app.
Cloud analysis hours beyond the 30-minute welcome credit run $8.00/hr at the 1-hour tier, falling to $3.50/hr only if you buy the 20-hour pack.
At $69 once during the launch window ($179 list after the first 100 customers), DAAAM undercuts the Adobe Photography plan at roughly $9.99/mo (~$120/yr) within the first year and does not recur. It sits below subscription DAMs aimed at teams, which typically quote per-seat and route you to a sales call. Solo Mac operators get the strongest economics; anyone needing multi-seat or cross-platform access pays more elsewhere.
In short
DAAAM — DAAAM searches your Mac's RAW photos and video by description, spoken dialogue, or location using on-device AI. Best for Documentary filmmakers and journalists with hundreds of hours of interview footage to search, Wedding and event videographers processing 300 GB per shoot, Photographers with a decade of untagged RAW folders on a Mac. Plans from $8.
What people actually say about DAAAM — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
40 mentions across 5 sources (Hacker News, YouTube, Product Hunt, GitHub, Lemmy) · researched Aug 6, 2026.
Average across the 5 sources that answered — each source counts once, not each post.
- +Fully offline with no cloud upload ensures total data privacy
- +Natural language queries work well across multiple file formats
- +Local indexing on Mac can handle large video projects impressively
- +Free tier offers up to 5,000 documents, generous for trial
- +API access allows custom integrations for power users
- −Documentation incomplete; missing scripts and config files frustrating setup
- −Dependency conflicts during install make onboarding painful
- −No integrations with popular tools like Slack or Google Drive
- −Free tier cap at 5,000 documents may be limiting for some
- −Setup requires technical comfort; not beginner-friendly
- • No hidden costs reported, but setup time is a real cost
- • May require hardware capable of running AI model locally
Viability Score
How well maintained and how widely used is DAAAM? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →Key Features
- Natural-language search across video and photo libraries by description
- On-device AI model writes a visual description of every frame — light, mood, action, people
- Word-level audio transcription fused to the exact frame timecode, 100 languages
- Search by a spoken quote to surface the shot where the line was said
- Reverse-geocoded GPS on-device — browse by country, city, or neighbourhood
- Claude Desktop and Claude Code integration via MCP, one-click toggle, no terminal
- Connect to any MCP-compatible AI tool
- Export search hits as XML or EDL timelines for Premiere Pro, Final Cut Pro, and Resolve
- Faceted filtering by shot type, light, place, camera, lens, composition, motion, subject
- Local index built at ingest, results appear as you type
- Optional cloud analysis via Google Gemini using compressed proxy frames only
- Local catalogue stored as a plain SQLite file on your own drive
- Knows which external drive each file lives on and whether it is mounted
- Native macOS on Apple Silicon with fully offline operation
About DAAAM
DAAAM is a macOS digital asset manager for photographers, video shooters, and journalists who need to find a clip by remembering what happened in it, not what it was called. It runs a custom AI model entirely on your Mac: every RAW file and every frame of video gets a real written description covering light, mood, action, and who's present, so you can type "overcast harbour, sailboats, long lens" and get the matching shot. The search index is built at ingest and lives on your drive, which is why results appear as you type — the vendor's demo catalogues 3,126 assets and returns hits in 0.17 seconds. Dialogue gets word-level transcription fused to the exact frame where a line was spoken, across 100 languages, so you can quote a phrase and land on the take. GPS is reverse-geocoded on-device, letting you browse by country, city, or neighbourhood without coordinates leaving the laptop. One click exports search hits as an XML or EDL timeline into Final Cut Pro, Premiere Pro, or DaVinci Resolve with in and out points intact. A Settings toggle connects your archive to Claude Desktop or Claude Code over MCP — no terminal needed for Claude Desktop — turning the catalogue into a database your assistant can query in plain language; the catalogue itself is a plain SQLite file on your own disk. The licence is $69 once during a launch offer for the first 100 customers, against a $179 list price, with a year of updates included and no subscription. On-device work needs Apple Silicon and 16 GB RAM; if your Mac doesn't qualify, optional cloud analysis via Google Gemini sends only compressed proxy frames and sells by the hour. Against subscription DAMs and NLE-native media browsers, the pitch is local-first recall at a one-time price.
Behind the Verdict
The question DAAAM answers is narrower than "digital asset management" suggests, and that's to its credit. It's for the person who has forty hours of interview tape, a decade of unnamed RAW folders, or 300 GB from a wedding, and who can recall the shot but not the filename. If that's you, the pitch lands. If you're shopping for a catalogue with client galleries, approvals, and multi-seat permissions, close the tab. We'd reach for it when the archive is already a graveyard and re-tagging by hand is never going to happen. Dropping a folder in and letting the model read every frame — no import workflow, no renaming — is the whole value. The transcript-plus-frame fusion also earns its keep: searching a spoken line and landing on the timecode beats scrubbing 40 minutes of tape. Where it bites is hardware. On-device means Apple Silicon with 16 GB RAM, and local AI competes with your edit — it throttles on a warm laptop and drags under sustained load. The vendor is candid about this and sells cloud hours for exactly that reason, from $8 for one hour down to $3.50/hr at the 20-hour pack. Buyers should budget for those if they're processing large archives on a working machine, which quietly changes the "$69 once" math. Pass if you're on Windows or Linux (listed as coming soon, so not today), if you need shared review or multi-seat licensing, or if you want your media browser inside the NLE rather than a standalone app. The closest alternative for Mac-based semantic search is picking through Adobe's ecosystem and paying monthly forever; DAAAM's one-time licence and local SQLite catalogue are the differentiator, not a richer feature set. In practice, the MCP toggle is the sleeper feature — asking Claude Desktop "which of my clips are on the drive I have with me right now?"
Researching DAAAM? Get your full AI stack in 60 seconds.
Free, no signup — tell us your goal and get tools matched to your budget & existing stack.
Real-world workflow fit
Concrete scenarios for the personas DAAAM actually fits — and what changes day-one when you adopt it.
Ingest three external drives into DAAAM, let the on-device model index visuals and transcripts overnight, then search "when did Marcus mention the contract?" the next morning.
Outcome: Transcript hits surface at the exact frame, export as an XML timeline into Premiere Pro with in/out points intact, cutting the paper-edit pass from days to an afternoon.
Tag each wedding at ingest, then search by description ("ceremony, wide, when she cried") or by spoken vows across the day's 100-language transcript.
Outcome: Highlights candidates pull into a Resolve EDL without scrubbing the full card, and the local SQLite catalogue stays on the studio drive between shoots.
Open the Places view, filter by country and golden-hour light, and queue a Claude Desktop query — "find my best drone shots" — through the MCP toggle.
Outcome: Location-filtered clips come back ranked with exact file paths, ready to assemble into a cut without manually re-watching old trips.
Use Cases
- Locate the one shot you remember from hundreds of hours of interview footage by describing the light, subject, or location.
- Find the exact frame where a line of dialogue was spoken across a 300 GB wedding shoot.
- Search by location and light across years of travel footage — "every golden hour frame from Cape Town."
- Surface untagged RAW files from a decade of photography by describing the scene.
- Export a set of search hits as an XML or EDL timeline straight into Premiere, Final Cut, or Resolve.
- Ask Claude Desktop to query your real archive in plain language via the MCP integration.
- Browse a multi-drive archive by which external drive a file lives on and whether it is mounted.
Models Under the Hood
as of 2026-10-17
Limitations
- macOS on Apple Silicon only (Windows and Linux listed as coming soon), so cross-platform teams are out; the on-device model needs an Apple Silicon Mac with 16 GB RAM.
- Local AI competes with everything else on the machine — it slows while editing and throttles on a warm laptop, which is why optional cloud analysis (compressed proxy frames, 30 minutes of credit) exists.
- Documented integrations are narrow: Claude Desktop and Claude Code via MCP, plus XML/EDL export.
as of 2026-10-10
Verification history
We have re-verified DAAAM 10 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-checked, vendor evidence unchanged
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 10 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published DAAAM tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
DAAAM for Mac — launch offer (first 100 customers)
$69 one-time
DAAAM for Mac — list price
$179 one-time
Cloud AI hours — 1 hour
$8.00/hr
Ideal for
A buyer testing cloud analysis on a Mac that can't meet the 16 GB / Apple Silicon local-AI requirement.
What this tier adds
Adds pay-as-you-go cloud analysis via Google Gemini at the highest per-hour rate, $8.00/hr, using proxy frames only.
Cloud AI hours — 5 hours
$30 ($6.00/hr)
Ideal for
Small archives or occasional overnight batches where local AI is unavailable or too slow.
What this tier adds
Bulk top-up lowers the rate to $6.00/hr, same proxy-frame privacy model.
Cloud AI hours — 10 hours
$50 ($5.00/hr)
Ideal for
Heavier users processing multi-drive archives who want a lower blended rate.
What this tier adds
Drops the per-hour cost to $5.00/hr, useful for queued overnight ingests.
Cloud AI hours — 20 hours
$70 ($3.50/hr)
Ideal for
Machines that can't run local AI at all, or studios running sustained batch analysis.
What this tier adds
Best per-hour rate on the board at $3.50/hr.
Where the pricing makes sense
The company stage and team size where DAAAM's pricing actually pencils out — and where peers do it cheaper.
At $69 once during the launch window ($179 list after the first 100 customers), DAAAM undercuts the Adobe Photography plan at roughly $9.99/mo (~$120/yr) within the first year and does not recur. It sits below subscription DAMs aimed at teams, which typically quote per-seat and route you to a sales call. Solo Mac operators get the strongest economics; anyone needing multi-seat or cross-platform access pays more elsewhere.
Setup time & first value
How long it actually takes to get something useful out of DAAAM — broken out by persona, not the marketing-page minute.
Solo Mac shooters: install and point DAAAM at your drives in under 15 minutes; first searchable results depend on archive size, since indexing runs at ingest. Documentary and wedding editors with terabyte archives should budget an overnight pass per drive. Cloud-analysis users skip the local compute wait but pay per hour from the first minute past the 30-minute welcome credit.
Switching to or from DAAAM
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Adobe Lightroom Classic: point DAAAM at the same folders, let it re-index RAW files with visual descriptions rather than relying on your star ratings and keywords.
- →From Finder and folder trees: ingest drives directly; DAAAM builds a searchable SQLite catalogue alongside the existing files without moving them.
- →From a subscription DAM: export your current selections as needed, then re-index originals locally so search runs on-device instead of via a hosted account.
- ↗To Premiere Pro: export search hits as an XML timeline with in/out points intact.
- ↗To Final Cut Pro: export search hits as an XML timeline for direct import.
- ↗To DaVinci Resolve: export search hits as an EDL for timeline assembly.
Integrations
Resources & Guides
Tutorials & Learning
YouTube returned 6 videos for “DAAAM”, and we withheld 6: 6 could not be judged, because “DAAAM” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about DAAAM.
Official links
Featured Head-to-Head Comparisons
Daaam vs Gem
Choose Gem if you need an AI-driven recruiting platform to automate sourcing, screening, and scheduling at scale. Choose DAAAM if you must keep sensitive documents local and need fast, AI-powered search over your own files. They serve completely different verticals; the decision hinges on whether your primary need is hiring or personal document retrieval.
Daaam vs Guesty
Don't compare apples to oranges. If you need AI-powered vacation rental management – automating guest communication, multi-channel listings, and even bank reconciliation – choose Guesty. If you need a private, offline AI search engine for your local documents, DAAAM is the answer. These tools solve completely different problems.
Daaam vs Poke Interaction Co
DAAAM and Poke serve entirely different needs. If your priority is searching personal documents offline with total privacy, DAAAM is the clear choice. If you want an AI assistant that lives in your messaging apps and manages email, calendar, tasks, and health data, Poke (Interaction Co.) is more versatile, especially with its free tier and automations. Choose based on whether you need a local search tool or a cloud-based personal assistant.
Popular in Local & On-Device AI
Unsloth
Open-source local AI workspace for fine-tuning and running LLMs, image, and video models on your own GPU
Cortex.cpp
Run local HuggingFace models or route prompts to Claude, GPT and Gemini with your own API keys
Frequently Asked Questions
Best-of guides
Topics
Used DAAAM? Help shape our editorial sentiment research.