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Workforce Case Management Software · WIOA-Ready · Sopact

Workforce case management software for WIOA, reentry, and vocational training. One participant record from intake to placement to 12-month retention.

Updated
June 7, 2026
360 feedback training evaluation
Use Case
Use Case · Workforce · Built for the AI era

Beyond WIOA paperwork.
Workforce case intelligence has begun.

The workforce case management software most providers run was built when the bottleneck was state MIS data entry — land the WIOA elements, file the quarterly. Data entry is solved. The new bottleneck is the workflow that reads every coach case note on arrival — and surfaces participant disengagement mid-cohort, before the dropout.

The participant is the unit of work, and the participant record has to be intelligent. When the eligibility screen, the training milestones, the coach note, and the 12-month retention check all live on one record — one ID, one story — the placement and retention the funder asks about attribute back to the original cohort. That is the difference between workforce case management and workforce intelligence.

Direct answer

What is workforce case management software?

Workforce case management software runs the full workforce-services lifecycle — eligibility intake, skills inventory, training-cohort enrollment, coach case notes, job placement, and 90-day / 12-month retention follow-up — on one persistent participant record. It produces WIOA performance reports, placement rates, wage-gain stats, and retention cohort reports as queries rather than as reconstructions reassembled across separate systems at the quarterly.

It is also searched as WIOA software, workforce development software, workforce development program management software, vocational rehabilitation case management software, employment case management software, and reentry case management software — different terms for the same need: one intelligent participant record that proves placement and retention, not just files the quarterly.

Used by:

  • WIOA Title I/II/III providers (Adult, Dislocated Worker, Youth)
  • American Job Centers and One-Stop Career Centers
  • Workforce Development Boards (WDBs) tracking sub-recipient performance
  • Vocational, apprenticeship, and sector-based training providers
  • Reentry and second-chance employment programs
  • Adult basic education and HSE / GED programs

Not the same as an LMS (Canvas, Moodle) that delivers curriculum, or an ATS that tracks job applicants for one employer. Workforce case management software tracks the participant through the program — with placement and retention as the outcome.

The shift

The era of workforce case management as paperwork is over.

For two decades the category was defined by the state MIS: capture the WIOA elements, file the quarterly performance report, satisfy the monitor. That was the right tool for the problem of the 2000s — getting participant data out of the filing cabinet and into a federal format. MIS reporting is now solved. Every system in this category runs a basic eligibility → training → placement flow.

The work moved. The hard part is no longer entering the elements — it is reading every coach case note as it arrives, surfacing disengagement before the participant drops out, and carrying one participant from intake through 12-month retention so placement attributes back to the cohort. AI without a workflow is a clever intern with no desk. The workforce teams winning with AI are the ones whose coach notes have a place to land — one record, one ID, one story.

WIOA paperwork Workforce intelligence
Coach writes case notes in Word docs; WIOA elements re-entered in the state MIS overnight Coach writes in Sopact, AI reads on arrival, WIOA elements populate from the note
Participant disengagement surfaces in the quarterly performance report — already dropped out by then Disengagement signals surface mid-cohort, while the coach can still re-engage
Placement and retention live in different systems; year-1 retention impossible to join back to intake Placement, wage, and 12-month retention on the same participant ID; WIOA performance is one query
Reentry context (court referral, RNA score) sits in a separate system the workforce coach can’t see Reentry context attached to the same participant record; workforce and reentry coordinate on one ID
Cohort comparisons across years blocked by WIOA element changes between program years The data dictionary versions every indicator; PY 2026 stays comparable to PY 2024
Data entry is solved. The new bottleneck is the workflow that reads every coach case note on arrival — and surfaces disengagement before it becomes a dropout.
From the field

An impossible reading, caught in minutes — not at the quarterly.

For years, Open Play Foundation’s data sat in paper logs and separate spreadsheets, the way it does at almost every workforce provider — the eligibility form in one place, the coach note in another, the placement follow-up in a third. The structured system recorded what was delivered. It was never built to read what changed. The foundation needed real-time evidence, not a quarter-end export.

“Those statistics that we’re now running on Sopact immediately showed me there’s something significantly wrong … things like that, we would never have been able to do in the past.” Marco Botha, CEO, Open Play Foundation

After heavy rain, Open Play’s water-purification system reported it had run out of rainwater — which Marco knew was impossible. Because the figures were live, he cross-checked in minutes and surfaced a probable reservoir leak. Same logic for a workforce program: when every coach case note is read on arrival and disengagement surfaces mid-cohort, the impossible reading — the participant marked “active” while the case note describes no contact for three weeks — shows up on Tuesday, not in the WIOA quarterly. Nobody reassembles four systems for the funder report.

The spine

Five stages, one participant record. The spine a state MIS was never built to hold.

Every participant passes through the same five stages on the way from eligibility to retention. Workforce intelligence builds the spine once; every funding stream plugs into it. This is what a system bought to feed the WIOA quarterly can’t do.

Stage 1

Intake

The participant arrives with WIOA eligibility fields, a baseline skills inventory, eligibility documents, and — for reentry — court-referral context and an RNA score, all on one form. A persistent participant ID is assigned at first contact, not in an overnight upload.

Stage 2

Framework

WIOA performance indicators and your individual employment plan — credential attainment, measurable skill gains, employment in Q2/Q4 post-exit, median earnings — encoded as the framework every participant record is evaluated against. The funder’s questions, built in.

Stage 3

Data dictionary

Every WIOA element, credential code, cohort schema, and placement outcome lives in one dictionary — configured in plain English, and versioned, so a PY 2026 cohort stays comparable to PY 2024 even after the elements change.

Stage 4

Transformation

Built-in skills do the work: Coach Note Reader, WIOA Performance Tagger, Disengagement Detector, Placement Tracker, Retention Cohort. AI reads each coach note on arrival and codes it with a citation trail — not a black box.

Stage 5

Definitive reports

WIOA Q1–Q4 performance, placement rates, median earnings, 12-month retention, and reentry recidivism cohorts — each one query, each number citing its coach note. Clean exports drop into Looker Studio, Power BI, or Tableau.

Program shapes

Six workforce program shapes. One participant record under each.

The funding stream changes and the credential goal changes. The participant record underneath does not. Each lifecycle below has its own intake, its own outcomes, and its own funder report — and one persistent participant ID holds them all.

01 · WIOA Title I Adult

Eligibility → train → place

Eligibility documents, skills baseline, individual employment plan, training, and placement. The outcome question — employment in Q2/Q4 post-exit, median earnings, credential attainment — gets buried because the data is spread across forms.

02 · WIOA Title I Youth

Eligibility → element → outcome

The 14 program elements, education status, and occupational skills training across a long arc. Placement in education, employment, or the military — plus credential attainment — is the whole point, and the hardest thing to keep as a youth moves between elements.

03 · Reentry / second chance

Referral → train → place → recidivism

Court referral, risk-needs assessment, supervision context, training, and placement — with recidivism tracked at 6, 12, and 24 months. The reentry context and the workforce record have to live on the same participant ID, or the coach is flying blind.

04 · Vocational / apprenticeship

Enroll → credential → journey-worker

Cohort enrollment, instructor notes, credential progress, and supportive services, ending in journey-worker placement and 12-month retention. Completion and retention only mean something if they connect back to the enrollment cohort.

05 · Adult basic ed / HSE

Assess → instruct → HSE earned

Baseline TABE/CASAS, instructional hours, and gain assessments toward measurable skill gains, HSE attainment, and the post-secondary transition. Each gain has to attach to the same learner across terms.

06 · Sector-based partnership

Employer demand → cohort → placement

Employer demand, cohort curriculum, and work-based learning ending in placement with the partner employer — tracked on wage at placement, employer satisfaction, and retention. One participant carries the whole sector pipeline.

Before Sopact vs. after Sopact, by program shape

Program shapeBefore (state MIS + spreadsheets)After (one intelligent participant record)
WIOA Title I AdultEligibility, IEP, and placement in separate forms; Q2/Q4 earnings reassembled at the quarterly.One participant ID; eligibility, placement, and earnings on the same record over time.
WIOA Title I Youth14 elements tracked by hand; credential and placement reported in a year-end scramble.Elements and outcomes native to the record; youth placement and credential as one query.
Reentry / second chanceCourt referral and RNA in a separate reentry system the workforce coach can’t see.Reentry context and recidivism on the same ID as the training record; coaches coordinate.
Vocational / apprenticeshipInstructor notes in one tool, placement in another; retention never joins the cohort.Credential progress and journey-worker placement on the record; 12-month retention on demand.
Adult basic ed / HSETABE/CASAS gains in a spreadsheet; transition outcome lost between terms.Gains and HSE attainment attach to one learner; post-secondary transition queryable.
Sector-based partnershipEmployer demand and placement tracked apart; retention reported anecdotally.Pipeline native to the record; placement, wage, employer satisfaction, and retention as one query.

In every shape the WIOA elements still get captured. What moves is the outcome evidence — out of the year-end reconstruction and onto the participant record, read as the coach note arrives.

One participant, five moments

The same participant ID, from intake to year one.

Most providers lose continuity at every tool boundary — the eligibility screen is in one place, the coach note in another, the placement follow-up in a third. Workforce intelligence keeps participant #14837 the same participant at every moment: intake, plan, training, placement, and 12-month retention.

Day 0
Intake

WIOA eligibility and a baseline skills inventory create participant #14837. For reentry, the RNA score and court referral land on the same record — not in a separate system.

Week 1
Plan

The individual employment plan, training cohort, and placement goal attach to #14837. AI reads the intake note and codes the presenting barriers.

Weeks 2–26
Train

Coach case notes and credential milestones link to the same record. AI reads each note on arrival; disengagement signals flag mid-cohort, before the dropout.

Placement
Place

Hire date, wage at placement, employer, and position type update #14837. No re-matching, no name reconciliation across systems.

90-day & year-1
Retain

Q2 post-exit employment, Q4 median earnings, and 12-month retention — all queryable on one ID. The WIOA quarterly writes itself; nothing was reassembled by hand.

Vendor comparison

Sopact vs. the workforce systems providers already run.

These are real, capable systems. Geographic Solutions and mWorkforce are the state-mandated MIS in many states, with WIOA elements baked in; Bonterra ETO is widely deployed in workforce; Salesforce (Public Sector / Vlocity) is enterprise-flexible; Bonterra Apricot serves the smaller end. The rows below aren’t about whether they capture a WIOA element. Every one of them does. They ask the next question: does the software read the coach note, surface disengagement mid-cohort, and hand you the WIOA performance report as one query.

Capability Sopact Salesforce Vlocity Bonterra ETO Geographic Solutions mWorkforce Bonterra Apricot
Time to first cycle live Days 6–12 mo3–6 mo3–6 mo3–6 moWeeks
AI reads coach notes on arrival Yes · native Einstein add-onNoNoNoNo
Rubric scoring & citation trail to source Yes · native NoNoNoNoNo
WIOA performance metrics out of the box Yes Custom buildYesYes · nativeYes · nativePartial
Reentry RNA & recidivism on the same ID Yes · native Custom buildCustom buildLimitedLimitedCustom build
One participant ID intake to year-1 Yes · native YesPer programYesYesPartial
Disengagement signals mid-cohort Yes · native Workflow rulesWorkflow rulesLimitedLimitedNo
Configuration in natural language Yes · native ConsultantConsultantConsultantConsultantPartial
Mobile / offline note capture Yes LimitedLimitedLimitedLimitedLimited
Built for small organizations (under 15 staff) Yes Heavy liftHeavy liftState-scaleState-scaleYes
Encryption, RBAC, audit logging Yes YesYesYesYesYes

Honest reading: the state MIS systems — Geographic Solutions, mWorkforce — ship WIOA elements baked in and own compliance; the legacy case systems win on depth. Where none were designed to compete is the case-intelligence layer — reading the coach note on arrival, surfacing disengagement before the quarterly, and being live in days. Sopact most often runs alongside the state MIS as that AI reading layer, not as a rip-and-replace.

Vendor comparison

Sopact vs. the workforce systems providers already run.

These are real, capable systems. Geographic Solutions and mWorkforce are the state-mandated MIS in many states, with WIOA elements baked in; Bonterra ETO is widely deployed in workforce; Salesforce (Public Sector / Vlocity) is enterprise-flexible; Bonterra Apricot serves the smaller end. The rows below aren’t about whether they capture a WIOA element. Every one of them does. They ask the next question: does the software read the coach note, surface disengagement mid-cohort, and hand you the WIOA performance report as one query.

Capability Sopact Salesforce Vlocity Bonterra ETO Geographic Solutions mWorkforce Bonterra Apricot
Time to first cycle live Days 6–12 mo3–6 mo3–6 mo3–6 moWeeks
AI reads coach notes on arrival Yes · native Einstein add-onNoNoNoNo
Rubric scoring & citation trail to source Yes · native NoNoNoNoNo
WIOA performance metrics out of the box Yes Custom buildYesYes · nativeYes · nativePartial
Reentry RNA & recidivism on the same ID Yes · native Custom buildCustom buildLimitedLimitedCustom build
One participant ID intake to year-1 Yes · native YesPer programYesYesPartial
Disengagement signals mid-cohort Yes · native Workflow rulesWorkflow rulesLimitedLimitedNo
Configuration in natural language Yes · native ConsultantConsultantConsultantConsultantPartial
Mobile / offline note capture Yes LimitedLimitedLimitedLimitedLimited
Built for small organizations (under 15 staff) Yes Heavy liftHeavy liftState-scaleState-scaleYes
Encryption, RBAC, audit logging Yes YesYesYesYesYes

Honest reading: the state MIS systems — Geographic Solutions, mWorkforce — ship WIOA elements baked in and own compliance; the legacy case systems win on depth. Where none were designed to compete is the case-intelligence layer — reading the coach note on arrival, surfacing disengagement before the quarterly, and being live in days. Sopact most often runs alongside the state MIS as that AI reading layer, not as a rip-and-replace.

Where it fits

Built for outcome-driven workforce programs — and honest about where it isn’t.

There’s no per-seat tax and no per-participant meter. The real question is fit. Sopact is purpose-built for a specific kind of program, and it’s most powerful when three things are true — and most honest about the two places it won’t pretend to be the system of record.

Where Sopact is strongest

01 · You’re measured on outcomes

Placement and retention, not throughput

If your funder asks whether the participant got placed and stayed placed — employment in Q2/Q4 post-exit, median earnings, 12-month retention — not only how many were enrolled, that is the exact question Sopact is built to answer.

02 · You follow people over time

Months and years, one ID

The longitudinal arc is where Sopact is strongest — the same participant from intake through year-1 retention, or 3-year recidivism in reentry, on one record. A one-touch service idles the engine; a long arc fires it.

03 · Your evidence is narrative

Coach notes, reflections, barriers

When the proof of progress lives in coach case notes, Sopact codes it on arrival — and every number traces back to the source. Not “participants felt more stable” but “38 of 120 exit assessments, e.g. participant #2841: I finally have a lease in my name.” The deep cell no state MIS can query.

Where we’re honest about the edges

The boundary · Cadence

Mid-program tempo, not real-time crisis

Sopact is built for program cadence — intake, training, placement, follow-up. Real-time crisis tempo (intensive case management, emergency dispatch) is a wall we don’t engineer around, and we’ll say so on the first call.

The boundary · System of record

We layer on top — we don’t replace the MIS

If you need Sopact to be the state MIS — Geographic Solutions, mWorkforce — or the SIS, that’s the wrong shape. The state MIS owns compliance; Sopact is the case-intelligence layer that reads the coach notes on top of it.

And it goes live in days, not quarters.

The whole spine — data dictionary of WIOA elements and credential codes, built-in workforce skills, white-label intake forms, mixed-method auto-indicators with attribution, and definitive reporting (WIOA quarterly, placement, wage gain, retention, recidivism) — is configured in plain English, not by a consultant on retainer. That is why the first WIOA-aligned cohort is live in days while a legacy build runs three to twelve months.

DaysTo first WIOA-aligned cohort live
3–12 moLegacy / MIS config time we beat
4–6 wkQuarterly reporting overhead removed
2–3×Integrator-to-license cost we don’t charge
Report shapes

Four report shapes a workforce program actually needs.

The WIOA quarterly gets the attention. But the day-to-day reports that change how a program runs are simpler — and rarely built, because the evidence is stuck in coach notes and the state MIS. Workforce intelligence ships all four.

01 · Missing

Incomplete WIOA documentation

Eligibility documents missing, follow-up not completed, credential not entered, placement not verified. Surfaces the gap before the WIOA quarterly deadline does.

02 · Unusual

Cohort drift signals

Disengagement rate spiking, placement rate dropping, wage-at-placement declining, retention falling. A participant marked active whose note describes no contact for weeks. The supervisor sees what to look at before Monday.

03 · Comprehensive

One participant’s full journey

Intake through 12-month retention, with every coach note, credential, and placement event — two-click drill-down. When the federal monitor asks why this outcome, the supporting note is right there.

04 · Aggregate

WIOA quarterly & funder reports

WIOA Q1–Q4 performance, placement rates, median earnings, 12-month retention, and reentry recidivism cohorts — all queries, in whatever format the board or funder wants.

Buyer fit

From a single WIOA provider to a multi-program federation.

Sopact is used by 15-staff single-Title providers and by Workforce Development Boards overseeing sub-recipients. The architecture is the same; the configuration scales with the program portfolio.

Small · one program

Single WIOA Title

A 15-staff WIOA Title I Adult provider, a vocational training nonprofit, or an apprenticeship sponsor running one cohort at a time. The team currently on a state MIS plus three spreadsheets. Live in a week.

Tags: single-Title, no dedicated admin, spreadsheet-to-system migration, first defensible WIOA quarterly.

Medium · multi-program

Title I + Reentry + Adult Ed

A 30-staff provider running multiple programs, with the same participant moving across Title I and reentry. Several funders with different outcome questions, and cross-program disengagement signals.

Tags: multi-program, multi-funder, reentry coordination, longitudinal tracking, board reporting.

Large · WDB / federation

Multi-site board

A Workforce Development Board overseeing sub-recipients across multiple sites, integrating with the state MIS, and rolling outcomes up to a federation report. A participant ID that survives across locations and sub-recipients.

Tags: WDB, multi-site, sub-recipient rollup, state MIS integration, white-label, cross-program analytics.

Where it fits less well

If you need Sopact to be the state-mandated MIS that owns WIOA compliance submission, or an LMS that delivers curriculum, it’s not that tool — and we’ll say so on the first call. Sopact is the case-intelligence layer for the eligibility-to-retention lifecycle, sitting alongside Geographic Solutions or mWorkforce rather than replacing them.

Buyer fit

From a single WIOA provider to a multi-program federation.

Sopact is used by 15-staff single-Title providers and by Workforce Development Boards overseeing sub-recipients. The architecture is the same; the configuration scales with the program portfolio.

Small · one program

Single WIOA Title

A 15-staff WIOA Title I Adult provider, a vocational training nonprofit, or an apprenticeship sponsor running one cohort at a time. The team currently on a state MIS plus three spreadsheets. Live in a week.

Tags: single-Title, no dedicated admin, spreadsheet-to-system migration, first defensible WIOA quarterly.

Medium · multi-program

Title I + Reentry + Adult Ed

A 30-staff provider running multiple programs, with the same participant moving across Title I and reentry. Several funders with different outcome questions, and cross-program disengagement signals.

Tags: multi-program, multi-funder, reentry coordination, longitudinal tracking, board reporting.

Large · WDB / federation

Multi-site board

A Workforce Development Board overseeing sub-recipients across multiple sites, integrating with the state MIS, and rolling outcomes up to a federation report. A participant ID that survives across locations and sub-recipients.

Tags: WDB, multi-site, sub-recipient rollup, state MIS integration, white-label, cross-program analytics.

Where it fits less well

If you need Sopact to be the state-mandated MIS that owns WIOA compliance submission, or an LMS that delivers curriculum, it’s not that tool — and we’ll say so on the first call. Sopact is the case-intelligence layer for the eligibility-to-retention lifecycle, sitting alongside Geographic Solutions or mWorkforce rather than replacing them.

FAQ

What providers ask before they pick workforce case management software.

Questions on workforce case management software — also searched as WIOA software, workforce development software, vocational rehabilitation case management software, or reentry case management software — from pricing and security to how it compares to the systems providers already run.

What is workforce case management software?

Workforce case management software runs the full workforce-services lifecycle — eligibility intake, skills inventory, training-cohort enrollment, coach case notes, job placement, and 90-day / 12-month retention follow-up — on one persistent participant record. It produces WIOA performance reports, placement rates, wage-gain stats, and retention cohort reports as queries rather than as reconstructions reassembled across separate systems at the quarterly.

What is the best case management software for workforce development?

There’s no single best tool, because most platforms in this category were built to feed the state MIS, not to read coach notes. The deciding factors are whether WIOA performance metrics are supported out of the box, whether one persistent participant ID carries from intake to 12-month retention, whether placement and wage reports come back as queries, and whether the software reads coach case notes on arrival. State-mandated systems like Geographic Solutions and mWorkforce ship WIOA elements baked in; Sopact often runs alongside them as the AI reading layer and is live in days.

How is Sopact priced for workforce programs?

Sopact is priced by the complexity of what you run, not by seat count or participant volume — and we don’t charge per coach. A small WIOA Title I provider with one cohort pays less than a multi-program federation running Title I, Title II, reentry, and apprenticeship on one participant. Pricing reflects programs sharing one participant, cohort cadence, field depth, custom skills, longitudinal depth, and MIS integration. There are no Starter / Agency / Enterprise tiers.

Is there a free option for workforce case management software?

Many states provide a no-cost MIS instance such as Geographic Solutions or mWorkforce, and there are spreadsheet-plus-form stacks. They cover WIOA compliance reporting, but outcome work outgrows them fast: no coach-note reading on arrival, no mid-cohort disengagement signal, and placement and retention living in separate systems. A free tool that forces a manual rebuild to join year-1 retention back to intake isn’t actually free once staff time is counted.

What security controls does Sopact provide for workforce participant data?

Sopact provides AES-256 encryption at rest, TLS 1.3 in transit, role-based access control down to the field level, SSO, MFA, and a full audit trail, with AI under enterprise SLAs and no training-data retention. Sopact is not currently HIPAA-certified or covered by a Business Associate Agreement. Reentry programs subject to criminal-justice information (CJIS) rules, or programs touching educational records under FERPA, should evaluate these controls against their own compliance program before implementation.

How does AI improve workforce case management?

AI reads every coach case note on arrival and tags it against the service plan, training cohort, and placement goal. Risk signals — attendance drops, missed check-ins, disengagement language — surface to the supervisor mid-cohort instead of in the year-end WIOA quarterly, each with a citation trail back to the supporting note. The participant becomes the unit of work, and the record stays intelligent rather than waiting for an overnight MIS upload.

Can workforce case management software track placement and retention longitudinally?

It should, when the platform is built around one persistent participant ID. Hire date, wage at placement, employment in the second and fourth quarters after exit, and 12-month retention all live on the same participant record as the intake assessment. That’s what makes the WIOA performance report a single query and lets a provider attribute year-1 retention back to the original training cohort.

How does Sopact compare to Salesforce, Bonterra ETO, Geographic Solutions, and mWorkforce?

Those are real, capable systems. Salesforce Public Sector / Vlocity is enterprise-flexible but needs significant integrator time; Bonterra ETO is closer to workforce out of the box; mWorkforce and Geographic Solutions are state-mandated MIS in many states with WIOA elements baked in; Bonterra Apricot serves the smaller end. None of them read coach notes on arrival or surface disengagement mid-cohort. Sopact typically runs alongside the state MIS as the case-intelligence layer and is live in days rather than quarters.

What is the best software for reentry case management?

For reentry, the best software (1) handles court-referral context and the risk-needs assessment, (2) supports field navigators with offline note capture, (3) tracks recidivism at 6, 12, and 24 months on the same participant ID as the training record, and (4) reads case notes on arrival. The reentry context and the workforce record have to live on one ID, or the coach can’t coordinate across the two programs.

How do providers migrate from a legacy case system or the state MIS?

Migrate in four stages without disrupting compliance: keep filing WIOA elements in the state MIS, pilot Sopact with one cohort of roughly 50 current participants as the reading layer, standardize all new intake through Sopact with a participant ID assigned at first contact, then backfill historical records in priority order. Because Sopact layers on top of the MIS rather than replacing it, nothing about your state submission breaks during the transition — and most teams never backfill the oldest 30–40% of records.

Related use cases

Where workforce sits in the bigger story.

Umbrella

Case management software

Workforce is one of six case-intelligence shapes — the umbrella spine every vertical plugs into.

Adjacent · Domain

Nonprofit case management

Workforce within a multi-program nonprofit portfolio proving outcomes to a funder.

Adjacent · Function

Outcome tracking software

Year-1 retention joined to year-0 intake on one participant ID — the longitudinal thread.

Adjacent · Method

Case notes software

Coach notes read on arrival; disengagement surfaced mid-cohort, with a citation trail.

Adjacent · Method

Training evaluation

Pre/post training assessments tied to placement outcomes on the same record.

Engine pillar

Stakeholder intelligence

Every participant on one record — the engine workforce data is configured on top of.

Stop rebuilding the WIOA quarterly. Start reading the coach note.

The Case Intelligence playbook shows what it looks like to move from WIOA paperwork to a workforce program where every coach note is read on arrival, disengagement surfaces mid-cohort, and the next quarterly is one query — on one persistent participant record from intake to year-1 retention.