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Track how things change.
Not just up or down — the shape of the drift.

Mwenendo takes the same entity across different time periods and shows you the trajectory — which dimensions are growing, which are drifting, and which changed direction. One engine. Any domain.

Try Mwenendo Use cases
Metric
Jan→Feb
Feb→Mar
Mar→Apr
Trend
posts
=
~
<
accelerating
engagement
>
>
X
declining
reach
=
=
=
stable
platforms
=
o
~
expanding
A content creator's 4-month trajectory. Posts accelerating, engagement dropping, reach stable. The shape tells the story.
How Mwenendo Works
Period A. Period B. Read the trajectory.

Take any set of metrics. Capture them at two or more points in time. Mwenendo runs a Strand comparison between consecutive periods and chains the results into a trajectory fingerprint.

01
Snapshot
Capture the same metrics at regular intervals. Monthly, weekly, daily — you pick the cadence.
02
Compare
Mwenendo runs Strand between consecutive periods. Each pair produces a convergence glyph per metric.
03
Read the shape
Chain the glyphs into a trajectory. = = = is stable. = ~ > is accelerating drift. > > X is a problem building.
Mwenendo and Kusuka are siblings — same Strand engine, different questions. Kusuka asks "do two sources agree right now?" Mwenendo asks "how is this thing changing over time?" Use both.
Use Cases
Trajectory intelligence for anyone tracking change.
Creator Economy

Content Calendar Drift

Compare monthly content calendars. See which platforms are growing, which formats are being abandoned, and whether posting cadence is consistent or erratic. The trajectory fingerprint replaces gut feel with evidence.

Influencer Intelligence

Audience Trajectory

Track how an influencer's metrics drift over time — follower growth velocity, engagement rate trajectory, content mix shift, platform expansion. Not just "followers went up" but the multi-dimensional shape of the change.

Sales

Pipeline Trajectory

Monthly pipeline snapshots through Mwenendo. Which stages are bottlenecking? Is average deal size drifting? Are conversion rates stable or decaying? The glyph chain shows whether the trend is building or breaking.

Health Systems

CHW Performance Drift

Track community health worker metrics month-over-month. Visit counts, assessment rates, commodity usage. Spot declining performance before it becomes a coverage gap. Already validated on 784K rows across 4 counties.

Education

Student Growth Tracking

Term-over-term academic snapshots. Not just "grades went up" but which subjects are improving, which are plateauing, and whether study hours correlate with the trajectory shape.

Finance

Portfolio Drift

Monthly portfolio snapshots. Asset allocation drift, sector exposure changes, risk profile trajectory. The Frobenius norm tells you how far you've drifted from your target allocation — one number.

Try Mwenendo
Paste two periods. See the trajectory.

Enter the same metrics for two time periods. Mwenendo shows you what changed, what stayed stable, and the shape of the drift. Runs in your browser — no data sent anywhere.

Mwenendo Trajectory Run

Period A (Earlier)
Period B (Later)
Mwenendo is part of the CIF AI product suite. Built on Strand.