Training & programs

Every participant, from application to proof.

Connect assessments, participant feedback and later skill use across cohorts. See who needs support and give program leaders, sponsors and funders evidence they can review.

Illustrative workflow · synthetic sample data
Baseline
Midpoint
Exit
Follow-up
Journey record · AR-118Current
AR
Participant AR-118Digital skills · Cohort 6
Exit assessed
Skill assessment
41%78%+37
Confidence
2.14.2+2.1
Midpoint flag, resolved: practice confidence lagged at week 5. Added paired practice sessions before exit.

“I ran the whole client setup on my own this week. Two months ago I would not have tried.”Exit response · AR-118

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The operating gap

Your stakeholders ask what changed. Your data ends at graduation.

The baseline survey lives in one spreadsheet. The exit survey lives in another. The follow-up never quite happens. When the funder report is due, someone rebuilds the whole story by hand — and the participants who needed support mid-program were only visible in hindsight.

The journey was happening. The record wasn't.
W1
Baseline collectedIntake form, skills assessment, confidence score — filed in the intake spreadsheet.
W5
Struggles startA facilitator notices, mentions it in a meeting. It is not attached to the participant's record.
W10
Exit surveyNew form, new file. Matching rows to baseline means manual name-matching.
+90
Follow-up… lostDid the skills stick? Did they get the job? The answer exists — nobody can produce it.
One connected journey record

Follow the same participant through every stage.

Each stage adds evidence to the participant record. Consistent identifiers and configured relationships keep the journey connected; teams review missing or mismatched records.

1 · Apply and enroll
2 · Midpoint
3 · Exit
4 · Follow-up

Start with a real starting point.

Begin with an application and supporting evidence. Staff review missing information and suitability before an offer; participant acceptance precedes enrollment and the baseline assessment. Keep these decisions distinct on the continuing participant record.

Nontechnical staff run the whole intake
AR-118 · Baseline · Week 1Recorded
Skill assessment41%Cohort median 44%
Confidence2.1 / 5Self-reported
“I want to stop guessing my way through the software my job depends on.”Intake response · AR-118

See who needs support while it still matters.

Compare the midpoint with the baseline for participants who have both assessments. When confidence and knowledge differ, review the participant’s feedback before choosing support. Missing evidence stays visible.

The flag is a prompt for the team, not an automated action
AR-118 · Midpoint · Week 5Flagged
Skill assessment63%+22 vs baseline
Confidence2.8 / 5Lagging skills growth
Support flag: knowledge is growing faster than applied confidence. Pattern matches two other participants in cohort 6.
Facilitator adds paired practice sessions

Graduate with a delta, not a certificate.

Connect the exit assessment to the same participant and comparable baseline questions. Report observed change alongside coaching notes and support history; a before-and-after difference alone does not establish what caused it.

Every delta traces to the participant's own responses
AR-118 · Exit · Week 10Assessed
Skill assessment78%+37 vs baseline
Confidence4.2 / 5+2.1 vs baseline
“I ran the whole client setup on my own this week. Two months ago I would not have tried.”Exit response · AR-118

Keep the evidence alive after graduation.

A short follow-up at 90 days attaches to the same record. Now the funder question — did it last? — has an answer that names its source instead of an anecdote.

This is the evidence most programs never capture
AR-118 · Follow-up · Day 90Responded
Using skills weeklyYesSelf-reported at day 90
EmploymentEmployedRole uses trained skills
“I got the coordinator role. The spreadsheet system we built in week 8 is what I showed in the interview.”Follow-up response · AR-118
From one journey to the cohort

See the whole cohort move.

Every participant journey rolls into one progression view. The team sees who is ahead, who is stalling, and where the pattern is — while there is still time to change the outcome.

Sopact flags the pattern. The training team decides who gets support and how.
Cohort 6 · Digital skills · Week 5 of 10Current
AR-112On track
AR-114Ahead
AR-118FlagSupport
AR-121On track
AR-127FlagSupport
AR-130On track
Confidence progression vs. cohort plan · 2 participants flagged for paired practice
Review flagged
The program behind the record

The record follows real people.

A journey record is only useful because the journey is real: a first assessment in week one, a hard practice session in week five, a job that sticks in month three.

Instructor guiding a training cohort taking a baseline skills survey at laptops01Week one
What Sopact captures here

The baseline lands clean, in the session.

Baseline capture · Cohort 6Collecting
Assessments22/25
Confidence2.1
Goals set21

Each response opens a participant record that lasts the whole journey.

What the team sees

The midpoint flag reaches the facilitator in time.

Support flag · Week 52 participants
Pattern: applied confidence lagging knowledge growth in AR-118 and AR-127. Both cite the same module.
“I understand it in class, then I blank at the machine.”AR-127
Paired practice added before week 7
Facilitator coaching a trainee one-on-one during a hands-on practice session02Week five
Recent training graduate working confidently in a modern workplace03Day ninety
What travels to the funder

See reported skill use at follow-up.

90-day follow-up · Cohort 6Source-linked
18 of 23 graduates report weekly use of trained skills. Employment outcomes trace to individual follow-up responses.
“The spreadsheet system we built in week 8 is what I showed in the interview.”AR-118
Included in the Q3 funder report

Illustrative human moments · not customer imagery

Questions the team can answer

Ask about any participant, any stage, any cohort.

Use the selected participant records, collection stages and reporting definitions together. Check source coverage and exceptions before relying on the answer.

Mid-programWho needs support before graduation?##INLINE1##Open flagged records
Program designWhich module is confidence stalling on?##INLINE3##Compare stages
Cohort qualityIs this cohort's delta weaker than the last one?##INLINE5##Compare cohorts
OutcomesDid the skills persist after the program?##INLINE7##Trace follow-ups
Q3 program reportSource-linked

Cohort 6 outcomes, baseline to day 90.

CohortProgramFunder
Avg skill delta+34 pts
Skills in use at day 9018 / 23
Every figure expands to the participant records behind it23 journeys
Open the journeys
Funder reporting without the rebuild

The report is the journeys, rolled up.

When every participant record already holds its baseline, exit, and follow-up, the funder report stops being a quarterly reconstruction. Roll cohorts into program and funder views — and let any number be opened back to the people behind it.

Funders get an answer that names its evidence, not a summary that asks for trust.

One learner. Two useful reports.

Synthetic example: Alex completed eight training modules and has a credential assessment scheduled. Employment follow-up has not yet been collected. Completion, certification and employment are separate results.

Participant summary

“You completed 8 of 8 modules. Your credential assessment is scheduled; a result is not yet recorded. Suggested next step: review the assessment requirements with your coach.” Keep the summary brief and distinguish suggestions from commitments.

Staff companion

Record the module evidence, assessment date and source, missing employment follow-up and any agreed coaching actions. Do not count a scheduled assessment as a credential or missing employment data as unemployment.

Start the pilot with an application, review, offer and acceptance before enrollment. Verify the participant relationship and report access in the working configuration.

Evaluate the full participant journey →

Keep humans in control

Sopact keeps the record. Your team runs the program.

Sopact brings collection and analysis together to prepare a report for review. Staff verify calculations and interpretations, decide who needs support, and approve the information shared with participants or funders.

1
Sopact connects and computesApplication to follow-up, one continuing participant record.
2
Sopact flags the patternLagging confidence, stalled modules, missing follow-ups.
3
Your team decidesSupport plans, program changes, and what the funder sees.
Start with one cohort

Bring the cohort that starts next.

Explore how applications, staff review, acceptance, enrollment and follow-up could connect. Bring a cohort, a reporting question and the evidence your team needs to review.

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Illustrative workflow · synthetic sample data · your team keeps the final decision
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