
Reads
Evidence and verification
Reads certificates, affidavits and invoices, and files each one against the scorecard claim it supports.
For transformation managers preparing a verification file
Talk to us about it
Every B-BBEE, employment equity and skills report depends on figures gathered from payroll, procurement, training and finance. We design and build the systems that collect those figures once, check them and turn them into the dashboards and reports your committee, board and verification agency need. AI does the reading and matching. Your people make the decisions.
The problem
Ask a transformation manager where the month goes, and the answer is seldom strategy. It goes on finding and collating data. Salaries and occupational levels sit in payroll. Supplier spend sits in the procurement system, and the B-BBEE certificates behind it sit in inboxes. Training records are kept by HR, by training providers and sometimes on paper. Enterprise development and socio-economic development contributions sit with finance.
Bringing all of that together, checking it and analysing it takes weeks every month. The same report is rebuilt by hand each time, from spreadsheets that do not quite agree with each other. By the time the figures are ready, there is little time left to act on them.
Then verification arrives, and the gaps show: an expired certificate, a missing attendance register, a learner who cannot be matched to a payment. Points are lost not because the work was not done, but because the evidence could not be found or proved.
Where the data sits today
What we do
We know how B-BBEE, employment equity and skills development are measured, so we design systems around the Codes rather than around a generic software template. Each system collects the data at the source, keeps the evidence with it and produces the reports without retyping. We use AI where it genuinely helps, mostly for reading, matching and drafting, and we leave judgement with the people who are accountable for it.
Where AI helps
Where your people decide

The systems
They fall into five families, from getting the records in to keeping them safe. Most clients start with the one that costs them the most hours, and add others as the year shows what is needed. Where nothing fits, we build it for you.
Five families 01 / 05
01 · Capture and evidence
Certificates, affidavits, invoices, payroll and supplier files are read and filed where they belong. Anything missing or about to expire is flagged for a person to check.

Reads
Reads certificates, affidavits and invoices, and files each one against the scorecard claim it supports.
For transformation managers preparing a verification file
Talk to us about it
Monitors
Tracks each supplier's B-BBEE level, Black ownership and certificate expiry date, and sends renewal reminders.
For procurement teams and supplier development officers
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Connects
Brings payroll, procurement and training data together in one controlled record your teams can rely on.
For companies whose data sits in many spreadsheets and inboxes
Talk to us about it02 · Scorecard and analytics
These dashboards estimate where you stand during the measurement year, element by element, so decisions are made while there is still time to act.

Projects
Estimates your B-BBEE level element by element during the year and warns you when a sub-minimum is at risk.
For executives, B-BBEE committees and champions
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Analyses
Shows spend by supplier category, the gap to each target in rand and where redirected spend would count most.
For procurement heads and finance teams
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Analyses
Compares workforce representation with the EAP and sector targets, and feeds your EE plan and annual EE reports.
For HR teams, EE committees and EE managers
Talk to us about it03 · Programme trackers
Each programme is recorded as it runs, with the evidence attached, so both the points and the outcomes can be shown at verification and to your board.

Tracks
Records each beneficiary and the funding and support given, and measures their growth against a starting baseline.
For ESD managers and enterprise development partners
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Tracks
Tracks learnerships, bursaries and skills spend against the Codes targets, including how many learners you absorb.
For skills development facilitators and HR teams
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Measures
Records contributions, beneficiaries and outcomes, with the supporting evidence ready for verification.
For CSI and socio-economic development teams
Talk to us about it04 · Reporting studios
Committee packs, board reports and disclosures are produced from the figures already collected. Each one can be traced to its source and is approved by a person before it is sent.

Reports
Collects ESG data once and drafts your disclosures, with each figure traceable for your assurance provider.
For sustainability leads and company secretaries
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Built for you
A report system designed around the data you already gather, with the simple, repeated reports automated: monthly packs, expiry lists and spend against target.
For any team that rebuilds the same report every month
Talk to us about it05 · Governance and records
Structured records, with access by role and a full history of every change, for the work that verification agencies, auditors and the Master of the High Court review.

Records
Keeps beneficiaries, trustee meetings, distributions and filings with the Master of the High Court in one secure record.
For trustees, trust administrators and ownership schemes
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Built for you
Systems for a process you run by hand today, such as bursary, learnership, ESD or supplier applications, with every step recorded. See how they work
For teams replacing a paper or email-based process
Talk to us about itCustom dashboards
Most businesses learn their B-BBEE level only when the verification report arrives, months after the measurement year has closed. A custom dashboard changes that. It reads from the data you already collect and estimates where you stand, element by element, every month, so your executives can see the points at risk and act while there is still time.
Scorecard, financial year 2027, month 7 of 12
Projected B-BBEE level
Elements against weighting
Skills spend against target
Actions this month
Preferential procurement, year to date
Where redirected spend counts most
Spend by supplier B-BBEE level, R million
Scenario
Move R2.5m of non-compliant spend to Level 1 suppliers
This is an estimate only. Your adviser checks the scenario against the Codes before any budget is moved.
Records, financial year 2027
One record, its evidence and its history
Learner 0412
Evidence
History
Illustrative, fictional dataEvery dashboard is designed for the client: your elements, your sector code and your own words.
Application process design
Bursaries, learnerships, ESD support and supplier registration all start with an application. In many businesses those applications arrive by email, are tracked in a spreadsheet and are decided in a meeting that nobody minuted. That is slow for applicants, hard to defend and difficult to verify. We design the whole process with you and build it as one system.
Applicants complete one online form that asks only for what the decision needs, in line with POPIA.
Your criteria are written into the system, so every application is measured against the same rules.
Documents are uploaded once. AI reads them and flags anything missing, unclear or out of date.
Your panel reviews a shortlist with the evidence alongside it, and records each decision and its reasons.
Every step is logged, so you can show a verification agency, an auditor or an applicant exactly how a decision was made.
Bursary applications, 2027 intake
Application 0386
Criteria and evidence
Decision
Recommended for the shortlist, once proof of registration is received.
History
The same design works for

Skills development
Skills development is often the element with the weakest evidence. Training happens across the business, records sit with different providers, and the spend has to be measured against the leviable amount. We automate the trail, from the first attendance register to the final report.
Skills development, month 7 of 12
Learning programme spend
Learner progress

Procurement
Preferential procurement carries 27 points on the scorecard, and every rand of it depends on two things: an accurate spend record and a valid certificate or affidavit for each supplier. Both change all the time. We automate the supplier side and the spend side, so the figures hold up at verification.
Spend with an empowering supplier is recognised according to the supplier's B-BBEE level. R100 spent with a Level 1 supplier counts as R135. Working that out by hand for hundreds of suppliers, each with a certificate that expires on a different date, is slow and easy to get wrong.
Preferential procurement, year to date
Suppliers and recognised spend
Supplier certificates
| Supplier | Level | Recognition | Certificate |
|---|---|---|---|
| Sample Logistics | 1 | 135% | Valid to Mar 2027 |
| Example Cleaning Services | 2 | 125% | Expires in 21 days |
| Demo Office Supplies | 4 | 100% | Read by AI, to confirm |
| Placeholder Engineering | Not supplied | 0% | Missing |

Reporting
Most transformation teams rebuild the same reports every month by hand. We design the report once, and the system does the gathering, the checking and the first draft. Your team reviews it, corrects it where needed and approves it.
Gathered from
The system collects the data from the files and systems you already use, on a schedule you set.
AI flags gaps, duplicates and expired documents, and a person resolves each one.
The system builds the tables and charts, and AI writes a first draft of the commentary in plain language.
A named person in your team edits and signs off. Nothing is sent without that approval.
Produces
The small, repeated reports are often where the most hours go. A few examples of what clients ask for:
The rule we build in: AI drafts, a named person approves, and every figure links back to its source.

Data protection
Transformation data holds salaries, ID numbers, race, gender, disability and ownership details. It is some of the most sensitive information a business keeps. That is why we build local-first systems that run on your own devices and servers, with POPIA designed in from the start.
Inside your organisation
Cloud tools suit some work well, and we will say so. When a client needs one, we help choose the provider and set it up in line with POPIA, including the rules on sending personal information outside South Africa.
| Question | Local-first systems we build | Typical cloud tools |
|---|---|---|
| Where the data lives | On your devices or servers | On the provider's servers, often outside South Africa |
| Without internet | Keeps working | Usually stops |
| Who controls access | Your own administrators | You, and the provider's staff and systems |
| Backups | Encrypted, on media you hold; we set up the routine with you | Handled by the provider |
| Access from anywhere | Within your network, unless you choose otherwise | Easy from any location |
| Updates | Planned and tested with you | Applied by the provider on its schedule |
Proof from our own work
The systems we use to deliver our own services, ESG Proposal Designer, ESD Measure and ESG Measure, each run as a single file in the browser with every network connection blocked. Client data stays on the device, backups are encrypted with a passphrase the user chooses, and every change is written to a log.
Where AI is used
When a task needs an AI model, we agree with you where it runs: on your own hardware where that is practical, or through a service you approve, with names and ID numbers removed before anything is sent.
AI training, coming soon
We are preparing a programme of practical courses on using AI and data well in B-BBEE, employment equity, skills and ESG work: what AI does well, where a person must decide, and how POPIA applies. The course material is being written now and the first dates are planned. Register your interest and we will tell you when dates and fees are confirmed.
AI news
News and practical notes on AI, data and POPIA in transformation work, written for the people who do the work, from The Blueprint, our newsletter.
How we work with you
There is no off-the-shelf version of your transformation data. Every system we build is designed around your scorecard, your sector code, the data you already collect and the people who will use it. A typical engagement runs in five steps, and you can stop after any of them.
We look at the data you gather, where it sits, who uses it and which reports take the most time.
You receive a short findings noteWe design the screens, the records and the reports with your team, before anything is built.
You receive designs to approveWe build and test the system on your own devices or servers, with your real data kept inside your organisation.
You receive a working systemYour people learn to capture, check and approve, and to read what the dashboards say.
You receive training and short guidesWe stay on hand through the measurement year, and adjust the system as codes and needs change.
You receive ongoing supportIs your team losing weeks to spreadsheets and reports?
Tell us what your team collects and reports every month. We will show you what could be automated, and what should stay with your people.

The blueprint of change.
Begin here
Tell us what your team rebuilds every month, and we will show you what a local system could do for it.
What happens next