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Your team has the data.
They just can't ask it anything.

We turn operational records into Weave by ReThread, a system your team can use daily. Open the demo first. The story is underneath it.

Weave by ReThread

Choose a role and watch Weave respond.

Each view is built for the decisions that role makes. The chat is live. The dashboard changes with it.

Project Manager
JAL Measurement Framework
This week
14open tasks
3at risk
May 30decision deadline
Delivery pulse
68%
Phase 2 tracking on pace4 workstreams active. 1 is blocked.
Workstreams
Data pipeline
Stakeholder review
Dashboard build
Milestones
May 14
Pipeline validatedNeeded before executive review
May 18
Stakeholder sign-offDecision checkpoint with JAL team
May 30
Phase 2 handoffDashboard and reporting layer complete
Blockers
Data pipeline not validated Blocking 4 downstream tasks HIGH PRIORITY
Stakeholder sign-off pendingRequired before phase 3 begins
Open actions
Define KPI taxonomy
Stakeholder interviews complete
Validate data pipeline
Phase 2 review deck
PM Agent
Scrum Master
Sprint 4 of 6: Product Platform
Sprint snapshot
22planned
9remaining
4 daysleft in sprint
Burndown
Current trend is 10% behind ideal pace.
Capacity
Ava
5 / 6
Moaz
3 / 8
Salma
7 / 8
Sprint board
In review
QA fixes on dashboard filters
Ready
Story point rebalance for API work
Needs owner
2 stories with no ownerBoth due end of sprint
Standup queue
Sprint planning complete
Daily standups running
Assign unowned stories
Retro carry-over
Testing checklistOpen from Sprint 3
Story intake rulesNeeds owner by Friday
Scrum Agent
Analyst
Q2 Measurement Report
Report status
6 KPIstracked
2open issues
Jun 1report due
KPI coverage
Traffic
Activation
Retention
Revenue
Churn
NPS
Source freshness
Product events
CRM export
Billing export
Issue register
April revenue per user missingSource: billing system export
Churn definition changed Apr 1 Mar vs Apr not directly comparable NOTE LOGGED
Comparability
MarchOld churn formula
AprilNew churn formula
1 methodology note pending
Analyst queue
KPI taxonomy defined
March data validated
Pull April billing export
Log methodology notes
Analyst Agent

Sample data. Your version runs on yours.

The gap

Your team spends half its time finding information instead of using it.

Friday review, 30 minutes out

Your PM opens four tabs to piece together what's actually at risk this week. Two of them are out of date. One of them is a spreadsheet nobody's touched in two weeks. They walk into the meeting guessing.

Standup, 9am

Your scrum master asks who has capacity for two unowned stories. Nobody knows offhand. The answer's in your tracking system, but pulling it takes five minutes and kills the meeting's momentum.

Report due in three days

Your analyst is reconciling April's numbers against March but the churn definition changed between the two months. Nobody documented it. Half a day disappears figuring out why the math doesn't add up.

The data to answer all of this already exists. The problem is it's sitting in files, not in a system anyone can query.

What we build

A system that knows your project. One for each role on your team.

We take your data, structure it into a real database, and build two things on top: a dashboard scoped to each role, and an agent that reads from the same source. Ask it a question, get an answer grounded in actual records. The agent can update priorities, log notes, and close tasks through functions we define that prevent it from touching anything outside its scope.

Your data, in a real database

We pull from your sources, clean it up, and structure it so it can actually be queried. Supabase under the hood. You own the data and the schema.

A dashboard scoped to each role

Each role gets a view built around what they need to see. Status, risks, open items, recent activity. No clutter from the other roles.

An agent that knows your project

Each role has an agent scoped to its job. Ask it what's at risk, what's overdue, what needs a decision. It answers from your actual data, not a guess.

Write access with guardrails

The agent can update records, log progress, and close out items through functions we build that prevent it from touching anything it shouldn't.

How it works

Six weeks from your spreadsheets to a system your team uses daily.

01

Discovery

We review the files, the workflow, and the project mess you're dealing with today.

Weeks 1-2
02

Build

We turn those inputs into the database, dashboard, and agent your team will actually use.

Weeks 3-5
03

Refine

Your team starts using it. We tighten the rough edges and tune it to the real work.

Week 6
04

Hand Off

We hand it over cleanly, with access, documentation, and a team that knows how to run it.

Ongoing
Ownership

We build it. You own it. It runs without us.

We don't run a platform you depend on. The system runs on your keys: OpenAI, Gemini, Anthropic, whichever you already have. The tokens come out of your account, not ours.

The database sits in Supabase under your account. The dashboards are hosted where you choose. If you stop working with us tomorrow, everything still runs.

BYOK: bring your own API key
You own the database
Add or remove roles without us
No ongoing platform fee to ReThread
DatabaseSupabase (your account)
AIOpenAI / Gemini / Anthropic
API KeyYours, encrypted at rest
HostingYour choice
Write accessGuarded functions only
Ownership100% yours

Tell us what you're working with.

Send us what your data looks like and what your team actually needs to answer week to week. We'll tell you if this is the right fit and what it would take.

Get in Touch