Current
01
The latest decision wins.
Jackdaw resolves contradictions and knows when a newer decision supersedes an older one—without erasing the history.
Supersession
Closed Beta
A single source of truth for every agent—and every person.
Jackdaw keeps the important facts about you and your work current, sourced, and under your control—so people and agents can act without guessing.
- Cross-provider
- Source-backed
- Human-approved
We save what you tell us. We ask about what we figure out.
Your data never leaves your control. Ever.
Forms? Filled.
In the app you already useMemory, everywhere
Resume
Email
Notes
Jackdaw
Ready for this task
Current
Sourced
Approved
boards.greenhouse.io/meridian/jobs/4821/application
Meridian Labs
Senior Product Operations · Remote
Your application* required
Full name *
Maya Chen
Email *
maya.chen@example.com
Current role *
Product Operations Lead
Employment dates *
Feb 2021 — present
Portfolio or work samples
mayachen.work/operations
Why are you interested in Meridian? *
I build durable operating systems for teams whose work has outgrown ad hoc process.
Desired compensation
Left blank — asking you instead of guessing.
Review application
Jackdawworking in Greenhouse application
Reading 32 sources and filling this in…
Why memory is not enough
AI can remember everything and still be wrong.
Your inbox has the old plan. Slack has the correction. The meeting changed it again. Finding a matching fact is not the same as knowing what is current, approved, and safe to use.
See how the Trust Engine resolves truth →What Jackdaw adds
Jackdaw turns memory into something people and agents can trust.
Your tools already store the history. Jackdaw resolves it into one current, sourced, approved truth—then gives each person and agent only what their task and permissions allow.
Sourced
02
Every answer can show its work.
Facts remain connected to the messages, meetings, documents, and people that support them. Uncertainty stays visible.
ProvenanceConfidence
Controlled
03
You decide what becomes truth.
Agent proposals wait for review. Each person and agent receives only the context the task and its permissions allow.
ApprovalScoped retrieval
One truth, carried forward
People and agents start from what is current.
The living wiki gives people a place to inspect and shape the truth. Jackdaw then carries the current decisions, owners, and constraints into every connected agent.
You · doing the work
jackdaw · Q3 launch review
First draft from
14 sources · updated 2m ago
Q3 launch review
Meeting notesToday, 10:00 AM · Prepared from the Q3 launch, Checkout v2, and Northwind feedback. [14 sources]
Before the meeting
- 1.Resolve guest checkout for launch.
- 2.Confirm the invite-only rollout. [Linear]
- 3.Review Northwind’s Apple Pay request. [Slack]
During the meeting
Guest checkout: out of scope.
Decision codified
Ship Aug 1. Maya owns the invite-only rollout.
Agenda prepared · notes preserved · decisions current for everyone
Jackdaw · carrying it forward
Claude
launch follow-up
Drafted the recap with the Aug 1 date, the invite-only rollout, and the decisions from the room.
Cursor
implementation plan
Updated the build plan for guest checkout and kept every change behind the approved flag.
ChatGPT
customer brief
Prepared the Northwind brief from what changed, why it changed, and the source behind each claim.
One page · current everywhere · proposed changes come back for approval
One Jackdaw, three ways
For you. For your family. For your team.
Use Jackdaw for one—or all three. In every space, people and agents work from the same current, trusted context.
Your plans
Your household
Your team
What that enables
Less explaining. More already done.
01Forms? Filled.
The enrollment form, filled before you sat down.
Not the name and the birthday—those are easy. It’s the last DTaP date buried in a PDF, the district you moved from, and the box that wants a paragraph about your kid. Jackdaw has all of it, because you already said it somewhere.
The same for job applications, medical intake, insurance claims, and the thirty change-of-address forms nobody finishes.
sis.lincolnusd.k12.ca.us/enroll/returning?step=2
Lincoln Unified School District
Returning Student Registration · 2026–2027
Step 2 of 5 — Health & Emergency* required
Ivy Rose Calder
03/12/2017
06/14/2026
Riverside USD — 2024
Nguyen, T. — Elmwood Pediatrics, (209) 555-0148
Rose Calder — grandparent — (209) 555-0193
No
Yes — consented 2025
Asthma. Inhaler is in the blue bag; she carries it herself and knows when to use it. She does better with a warning before transitions.
left blank — I don't have this. Asking you rather than guessing.
Progress saved 2 minutes ago
BackContinue
jackdaw38 of 41 fields filled · 1 left blank on purpose · you press Continue
02Paperwork? Done.
The vendor review, answered and cited.
Every deal, the same security review in a slightly different spreadsheet. The answers are scattered across Slack, Notion and a SOC 2 PDF — Jackdaw fills the Response column from what your team actually decided, and puts the receipt in the next one over.
The same for RFPs, vendor onboarding packets, compliance evidence requests, and the insurance claim you have to assemble in a bad week.
SNorthwind_VendorSecurity_v3_FINAL.xlsx118 rows
| Question | Response | Evidence | |
|---|---|---|---|
| 14 | Do you enforce SSO for all vendor access? | Yes — required of all vendors since January 2026. | #security · Jan 8 |
| 15 | Customer data retention period? | 90 days, then hard-deleted. No soft delete. | Notion · Data policy |
| 16 | Most recent third-party audit? | SOC 2 Type II, March 2026. Report attached. | Drive · SOC2-2026.pdf |
| 17 | Encryption at rest? | AES-256, keys rotated quarterly. | Notion · Infra |
| 18 | Do you maintain a sub-processor list? | we have never decided this — ask Marcus | — |
| 19 | Breach notification window? | 72 hours to the named contact. | MSA §11.4 |
Security reviewSub-processorsSign-off
jackdaw112 of 118 answered, every one cited · 6 flagged for a human · you send it back
03Reports? Written.
Friday’s team update, waiting in your drafts.
It lives in commits, tickets, a churn thread and a call nobody wrote up. Jackdaw drafts it from what actually happened, with a link behind every claim — and tells you the one thing nobody recorded, instead of writing around it.
The same for board and client reports, performance reviews for you and every report, postmortems, and the hours you forgot to bill.
New Message−◻×
To leadership@northwind.co
Friday update — Product & Engineering
Shipped. Audit logs landed the 14th — the last blocker on three enterprise deals. [Linear · ENG-441]
Lost. Westbrook churned on pricing. Second this quarter, both mid-market, both on the same objection. Worth a call before it’s a pattern. [#deals · Jun 21]
Team. Two engineers started the 2nd, both on the platform side. Ramp has been faster than the last two hires. [Gmail · offers]
I couldn’t find why pricing changed in May — it was decided on a call and nobody wrote it down. You’ll want a line here; it’s the question they will ask.
SendDraft saved · not sent
jackdawdrafted from 214 sources · 1 gap named, not papered over · you press Send
Beyond the first task
Nobody starts from scratch.
When the conversation ends, the agent changes, or the plan moves on, Jackdaw carries the current decisions, preferences, owners, and constraints forward. The next person or agent picks up where the last one left off.
Built for team
Everyone knows what changed—and what to do next.
Support keeps the same policies. New teammates see the decisions behind the work. Change something once, and every connected tool catches up.
Long-running agents
↶ Runs for days
A support agent that runs for days without going off-script.
Inbox47 closed5d
DKRefund on order 4471Closed
MTCSV export is slowClosed
ARRefund request — $2,400Waiting on you
jackdawAnswered 47 on your policy. Stopped at the $2,400 — over your $500 limit.
Help docs
Slack
Linear
SlackLinearAgent fleet
↶ Always in sync
Change it once. Every agent you use has it.
ChatGPTquotes $99 in the renewal email
Cursorpushed $99 to the pricing page
Geminitells customers $99jackdawYou raised Pro to $99 at 9:04 this morning. Once.
Notion
GitHubLinearComplex systems
↶ Overnight runs
Your flakiest suite, hardened overnight while you sleep.
Successcheckout · e2e4m 12s
0
flakes in 200 runs
84 → 95%
branch coverage
jackdawThree races found and fixed. Your never-double-charge invariant untouched.
CodebaseGitHubCI
GitHubCINew teammate
↶ Day one
A new hire shipping in week one, without breaking things.
Merged#1284day 3
Add retry + idempotency key to webhook handler
priya-raman merged 3 commits into main
jackdawHer first PR, day three — and it warned her off the billing migration first.
NotionSlackGitHubBuilt for you
Pick up right where you left off.
Training plans adjust to the week you actually had. Projects remember the decisions and hard no’s. Routine work moves without another round of setup.
Long-term goal
↶ Weekly plan · Sundays
Your training plan, rebuilt each week around what you actually did.
This week9 weeks out
3
swims · sighting
2,600
cal · Sat long run
jackdawYou bonked at mile 10 fuelling short. This week fixes both.
StravaOura
Calendar
CalendarBig decision
↶ Over months
Four months of house-hunting, still held in one place.
$672,00021 Delancey
4 bd · south-facing yard · 12 min to school
Disclosure p.14 — original knob-and-tube wiring
jackdawClears every hard no from March. Rewire is ~$12k — offer $658k.
Email
NotesCalendarBuild something
↶ Every session
A long project whose details never drift.
Chapter Twelve2 flags
“Sorry,” Elena said, and did not look at him.
Her grey eyes caught the light off the café window, and for a moment she was somewhere else entirely.
jackdawElena never apologises, and her eyes are hazel. You set both in chapter two.
Notes
DocsResearchHand it off
↶ Always on
The busywork run your way, held for your OK.
Drafts3DraftVendor callCan we do 2pm? Mornings are heads-down for me.
DraftRe: Q3 invoiceAttached — same terms as last quarter.
DraftSpeaking inviteThanks for thinking of me — passing this year.
jackdawThree replies in your voice. Short, no apology. None sent.
EmailCalendar
MessagesBuilt for family
Everyone at home knows what’s happening.
Health details and care notes stay easy to find. Pickups and schedule conflicts surface before the group chat turns into an emergency.
At the doctor
↶ When they ask
A dated health history for each kid, built as you go.
♥MiloHealth
Tetanus booster14 Jun›
Amoxicillin — rash, day 22 Mar›
Fever 103, urgent care9 Jan›
jackdaw14 June, at his well visit. And that reaction was amoxicillin, not penicillin.
HealthCalendarsMessages
CalendarsMessagesMom’s care
↶ Shared with your siblings
One care log for Mom, shared with your siblings.
Mom
shared
KateBP dose changed — Dr. Alvarez12th
BenDrove to cardiology20th
?Pharmacy run before Thursdaynobody
jackdawYou and Kate each mentioned the pharmacy run. Neither said you’d go.
MessagesCalendarsHealthLogistics
↶ Daily at 7am
Every pickup and half-day, caught before they collide.
Thursdayconflict
3:45
Milo — early release, needs collecting
You — Northwind renewal call
jackdawBoth at 3:45, and nobody’s driving. Six days to move one.
CalendarsSchool emailMessagesCoordinate
↶ Always current
The whole household in one page, ready for whoever needs it.
JJess5:52 PM
Milo’s allergic to penicillin. Ivy’s inhaler is in the blue bag — she carries it. Beds 8 and 8:30. Dr. Nguyen (209) 555-0148.
jackdawEverything Jess needs tonight. Nothing you had to go and find.
NotesContactsCalendarPricing
Three plans. One engine.
Same engine, same privacy, same cross-provider model — for you, your household, or your whole team.
Personal
$15/ month
For solo work across the AI tools you connect.
- Full personal context history
- Connect supported personal sources
- Use across compatible AI clients
- Encrypted, exportable, yours
Family
$29/ month
Up to 5 members. One shared memory for the household.
- Up to 5 household members
- Shared family context
- Everything in Personal
- Each member's data stays private
Team
$25/ seat / month
For teams that share context across the work.
- Shared team memory across projects
- Everything in Personal
- Admin controls & audit logs
- Per-source access policies
Closed beta pricing. Locked in for early members.
Frequently asked questions
How is this different from ChatGPT memory or Claude Projects?
Provider memory is useful, but it stays inside one provider and mostly learns from what happens there. Jackdaw keeps approved facts, constraints, corrections, and rejections in a visible wiki above your AI tools. Connect another compatible client and the same durable context can come with you.
Does it work with Cursor, Claude Code, or my IDE?
Yes. Jackdaw exposes your model via standard context protocols (MCP and provider-native APIs). If your tool can take a system prompt or call an MCP server, it can use Jackdaw.
What happens to my corrections when I switch models?
Corrections stay in the current conversation first. Approve one for your long-term wiki and every connected provider can inherit the corrected fact instead of the value it replaced.
Do you train AI models on my data?
Never. Your model is yours alone. We do not use your personal data to train any foundation model, improve our product for other users, or sell to third parties.
Can I delete my data?
Yes, completely. One request purges your structured memory, vector index, and message history — not a soft delete, a full cascade across every store. You can also disconnect individual sources at any time.
How is my data secured?
All connections are encrypted in transit via TLS. Disks are encrypted at rest. The architecture enforces hard per-user data isolation at every database layer — there is no code path that can return one user's data to another.
Closed Beta
Give everyone working for you something they can trust.
Jackdaw is in closed beta. Request access and we’ll reach out personally when a spot opens.