co/efficient

Status

What is being worked on right now, and how far along it is. A product is here because its Active switch is on - R&D, internal, or full production, it all logs the same.

co/nnect
PRD-031 · Jessica · Walker · on the board since 10/5/2026 · 0/4 finished
✎ edit product
Being worked on
Autonomous operation In progress
95%
started 10/6 · ·
·
Improving UI for visibility/clarity (add FAQ) In progress
5%
started 10/12 · ·
·
Hibernating (2)
Billing Hibernating
95%
started 10/5 · zzz since 10/14 · ·
·
Send without manually configured TCR limits Hibernating
80%
started 10/6 · zzz since 10/12 · ·
·
Notes all 9 notes
10/12/2026

Billing and sending without manually configured TCR limits are stuck until after the dev freeze is lifted

9/22/2026

Encountered problems with temp. BW outage, discussed ways to fix

9/14/2026

Continue testing both polling and voter contact projects

Detailed update coming in the 9/15 Product Roadmap meeting

Custom Research Dashboards
PRD-024 · Ryan · on the board since 10/5/2026 · 0/1 finished
✎ edit product
Being worked on
Produce a dashboard, in our environment, that does everything that Ryan's dashboards do On deck
0%
started 10/13 · ·
·
Notes all 8 notes
10/13/2026

Scheduled a followup/touchpoint meeting on 10/27

10/12/2026

Can now remove the header to hide all co/efficient branding. Need to get a package from Ryan so the managed agent can create dashboards exactly like he does.

10/6/2026

Need all of Ryan's old dashboards to live in the engine (without taking down old links)

Product Roadmap App
PRD-047 · Jessica · on the board since 9/16/2026 · 0/2 finished
✎ edit product
Being worked on
Refine process In progress
75%
started 10/5 · ·
·
Build out the Product Stack In progress
15%
started 10/12 · ·
·
Notes
9/22/2026

Explored using "cycles" and "swimlanes" to better manage high- vs low-level reviews of to-do items

9/16/2026

Promoted from intake (submitted 9/16/2026 by Jessica (app)). Why: Product and tool status has lived in a single-page HTML roadmap, freeform emails, and meeting prep that gets rebuilt by hand. Internal tools on the Tools Staging Dashboard have no consistent log or lifecycle tracking, and new ideas arrive without a structured intake. A data-driven app gives one place to log every product and tool, assign owners, track lifecycle stage, and automatically produce the content shared on PUSH and at the bimonthly product meetings, so that reporting stops being manual work.

Mobile Live Stream
PRD-026 · Jessica · Walker · on the board since 10/5/2026 · 1/5 finished
✎ edit product
Being worked on
Refine Studio view until it's "perfect" 0/2 ✎ 1 In progress
15%
started 10/6 · ·
·
Refine Speaker view until it's "perfect" 0/1 ✎ 1 In progress
60%
started 10/12 · ·
·
Refine Audience view until it's "perfect" ✎ 1 In progress
40%
started 10/12 · ·
·
Refine Moderator view until it's "perfect" 0/2 ✎ 2 In progress
60%
started 10/12 · ·
·
Completed (1)
Meeting to see what is done and what is left Finished
started 10/5 · completed 10/6 ·
·
Notes all 9 notes
10/14/2026

Reviewed Alex's Speaker and Moderator changes. Small-group follow-up Wed 10/21, then a team-wide run-through focused on Studio.

10/12/2026

Wed (10/14) meeting to do a review of changes and triage new issues to focus on

9/22/2026

Done: Real-time analytics without constant refresh (backend)

Data Ocean
PRD-017 · Jacob · on the board since 8/25/2026 · 0/4 finished
✎ edit product
Being worked on
Have at least one or two projects migrated completely In progress
90%
started 10/5 · ·
·
Backfill with all 2026 DisplayR data On deck
0%
started 10/12 · ·
·
Start filling the ocean with Contacts data On deck
0%
started 10/12 · ·
·
Hibernating (1)
dig into edge cases Hibernating
0%
started 10/5 · zzz since 10/6 · ·
·
Notes all 5 notes
9/22/2026

Started working on transformation process

9/15/2026

We own the data now - nothing is stuck in DisplayR

9/8/2026

Walker ran script, first version of outputs complete

Universe Counts (L2 API)
PRD-020 · Jacob · McKlain · on the board since 10/5/2026 · 3/6 finished
✎ edit product
Being worked on
Add in bells and whistles 0/5 ✎ 2 In progress
10%
started 10/6 · ·
·
Build in persistence of counts into the Data Ocean 0/4 ✎ 2 In progress
10%
started 10/6 · ·
·
Fully automate so it pulls the counts once a project intake is complete 0/4 ✎ 2 In progress
5%
started 10/6 · ·
·
Completed (3)
Meeting on 9/23 to review McKlain's MVP Finished
started 10/5 · completed 10/6 ·
·
schedule a new meeting to move to staging Finished
started 10/5 · completed 10/6 ·
·
Add in MMA ASAP Finished
started 10/6 · completed 10/12 ·
·
Notes all 5 notes
9/22/2026

Met with McKlain to focus on MVP

9/15/2026

Slowly progressing

9/14/2026

UI is WIP; working on backend and deploying to staging environment

Data Submarine
PRD-018 · Jacob · Alex · on the board since 10/13/2026 · 0/1 finished
✎ edit product
Being worked on
Integrate a Claude managed agent to make it smarter In progress
60%
started 10/13 · ·
·
Notes
10/13/2026

Has a managed agent powering it and can do data viz

Early Voting Tracker (ev.coefficient.org)
PRD-048 · Alex · on the board since 10/5/2026 · 0/1 finished
✎ edit product
Being worked on
Adjust for delays in reporting so data matches On deck
0%
started 10/6 · ·
·
Notes
10/12/2026

Hibernating - project is in a good spot

10/5/2026

Promoted from intake (submitted 10/5/2026 by Jessica (app)). Why: Gives clients and our team a quick read on who is turning out early in 2026 and how it compares to prior cycles at the same point, so turnout shifts (party mix, age, etc.) are visible without pulling data by hand. Also shows off co/efficient's data capability during the busiest stretch of the cycle.

Text Report Generator
PRD-036 · Gregory · Walker · on the board since 10/6/2026 · 0/2 finished
✎ edit product
Being worked on
Improve the mechanism used to pull data In progress
95%
started 10/6 · ·
·
Replace sentiment classifer with JEV In progress
95%
started 10/6 · ·
·
Notes
10/12/2026

Progress stalled due to github actions being down

Hibernating (2)
Standard Research Dashboards ZZZ on the board since 9/14/2026 · zzz since 10/12/2026 · 1 item paused
Voter Contact Intake Form ZZZ on the board since 10/5/2026 · zzz since 10/6/2026