Close the Intent–Action Gap
Don’t rely purely on what the dashboard says will happen. Predictor probes the live series, programs the next horizon, and verifies that the call actually held — across thousands of series at once.
Understand the signal.
Program the forecast. Predict.
The hub for turning any signal into a call — powered by a context-aware model of the series, forecast playbooks, and actuation that actually ships the next horizon.
Trusted by operators who have to call it early
Horizonwell
Northcast
Leadtime
Farlight
Sightline
Aftersee
Castwork
Rangeband
Fanline
Dawncast
Aheadwell
Horizonwell
Northcast
Leadtime
Farlight
Sightline
Aftersee
Castwork
Rangeband
Fanline
Dawncast
Aheadwell
Program spotlight
How operators are using Predictor to ship the next call
Key capabilities
Uncover the signal. Write the forecast. Ship the call.
Forecast otherwise impossible
Remain agile to spontaneous demand, risk, and load shocks. Run 1:1s with the people who own the series, then call at the scale of the whole horizon, even at the last minute.
Always-on series models
The conversation with the signal doesn’t need to end. Tap digital twins of your hardest-to-reach operators and subsystems for an always-on stream of horizons, grounded in real systems.
Go deep, then make the call
Reveal the “why” behind a miss at scale through intelligent probing of audio, visual, and telemetry cues — then convert that understanding into playbooks, horizons, and actuation.
One AI-powered system for the entire forecast lifecycle
71K+Hours of series 1:1s
4.2K+Forecast playbooks executed in Predictor
380K+Horizons modeled across 50+ programs
Workflow
A simple workflow, designed for operators who have to call it early
Q3 Demand Forecast (West)
SignalSeriesHorizonActuation rules
→ Operator’s intent — Call demand 11 days early
1 Every pod ships a 36-hour call this week
2 Leads give notes, they don’t report
3 No series without an owner
Signal text
We close the window by putting every pod in a repeatable forecast and every lead in a notes loop. Predictor will understand each owner, program their week, and actuate until the call ships.
We close the window by putting every pod in a repeatable forecast and every lead in a notes loop. Predictor will understand each owner, program their week, and actuate until the call ships.
Skip if the series already completed the call in the last 7 days.
Series intake — Q3 Demand
412 in roster| Priya Nair | Forecast · East | Ready | high leverage |
| Tomas Berg | Operator · West | Needs 1:1 | notes |
| Leila Okoye | Dispatch | Aligned | actuate |
| Daniel Cho | Research · Central | New | onboard |
| Iris Palomer | Scenarios | Ready | program |
Understand — live 1:1
video · voice · textProbe
“You said the series feels stuck. What specifically breaks on the second horizon?”
“You said the series feels stuck. What specifically breaks on the second horizon?”
Signal
Hesitation at 02:14 · looks away when asked about the lag · high conviction on the constraint.
Hesitation at 02:14 · looks away when asked about the lag · high conviction on the constraint.
Why
The person can move the series. The playbook is wrong for their pod.
The person can move the series. The playbook is wrong for their pod.
Program — playbook editor
1 Rewrite the 36-hour call for the demand pod
2 Incentive: a rest day if the first call ships this week
3 Script: notes that start from their series, not ours
Predictor programs the owner, not the org chart. Each playbook is an operator’s instruction set: what to watch, why it matters, how we’ll know the call held.
Predict — live forecast
248 in motion✓
Priya Nair completed step 1 of 3 · 14m ago
→
Tomas Berg nudged to note Daniel before 4pm
!
Leila Okoye missed the Friday call — escalating to her operator twin
✓
Daniel Cho finished onboarding module 2
Twin rehearsal — Tomas Berg
confidence 0.86If we cut rest days and double notes hours, what does Tomas do?
He’ll protect his pod’s calendar and quietly skip the all-hands call. He’ll still ship the horizon if you keep the rest. Confidence 0.86 · grounded in 1:1s 14, 27, 41.
Draft the directive he’d actually follow.
“Keep the rest. Give me 3 hours to note Daniel. I’ll run the forecast myself on the two series that matter.”
Wherever you forecast
MCP · Slack · email
$ predictor actuate --program west --horizon "q3-demand"
▶ 412 owners understood
▶ 38 playbooks compiled
▶ 248 actuated · 19 escalations
$ predictor twin chat --person "tomas berg"
▶ 412 owners understood
▶ 38 playbooks compiled
▶ 248 actuated · 19 escalations
$ predictor twin chat --person "tomas berg"
Launch programs, pull findings, and talk to twins from Claude, Cursor, Slack, or any MCP-compatible tool.
Use cases
Designed for any kind of signal you need to forecast
Predictor is a forecast platform for operators who need fast, high-quality calls on any series that should be seen early.
Demand programs
Understand owners and incumbents, then actuate the right people onto the series that actually move the call.
View storyHorizonwell
Risk surfaces
Program a new owner’s first 30 days as if an operator sat with them — then actuate the calendar until the miss is called.
View storyLeadtime
Lead-time design
Learn what the series actually means to the people inside it, then program the rituals that keep the call early.
View storySightline
Scenario design
Dig into how work actually flows, then program roles and reporting so the system can call against the fan.
View storyNorthcast
Dispatch
Understand every owner, program the week, actuate the forecast. Dispatch is a people-and-series problem.
View storyFarlight
Inventory call
Don’t announce a number. Understand resistance, program the path, actuate until the call has moved.
View storyAftersee
Incident load
Go beyond scorecards. Understand the person, rewrite the play, and verify the hours were called.
View storyCastwork
Coverage
When the program has hours, Predictor understands who can move, programs the directive, and actuates the room.
View storyAheadwell
Built for the people who actually have to call it early
Forecasters & research
Use AI to understand the series, test a call on twins, and generate the playbooks that ship the next horizon.
Learn more →
Strategy / planning
Run the weekly forecast with AI: 1:1s, assignments, and verification — zero scheduling friction, instant synthesis.
Learn more →
Operations & dispatch
Uncover motivation, program onboarding, and actuate performance so people systems actually move the series.
Learn more →Trusted by the operators who can’t wait on lag
Programs use Predictor to understand faster, program the forecast, and make better people-and-series decisions.
Horizonwell
“Predictor is now the way our leadership team gets more, better, and faster calls out of the demand series — it accelerated the horizon substantially.”
Priya NairChief forecaster
Northcast
“The speed and quality of the 1:1s were outstanding. Predictor will let my planning team significantly increase the speed of the call.”
Tomas BergHead of planning
Aftersee
“Predictor is an integral part of how we run dispatch. It changed the speed and depth of how we understand owners and put them in motion.”
Leila OkoyePrincipal dispatch lead
Leadtime
“I would never have moderated 50 sessions in a reasonable amount of time. With Predictor you can run 50 1:1s while you’re on a 20-hour flight.”
Daniel ChoVP research
Castwork
“Leaving the interview process and the first analysis to Predictor has helped me grow in the job. I spend my time actuating, not tagging.”
Iris PalomerDirector of scenarios
Aheadwell
“These are tools you’d have to pry from my cold, dead hands. I truly couldn’t run the forecast the same way without them.”
Rafael SantosOperator
Find out how Predictor accelerates every step of shipping a call
Sit in on a briefing to see how Predictor transforms understanding, programming, and forecast.
