PLATFORM / AI ENGINE

AI mentor for SMEs. Intelligence for programme teams.

Mothusi AI guides each SME toward its next MGS tier - reviewing uploads, teaching the right concepts, preparing content, and recommending what to do next. For programme and ESD teams, it surfaces issue clusters, recommends training and support, and summarises progress and impact.

Book a platform briefingSee Mothusi AI in action

One of six engines in the Mothusi platform. All connected to the same growth record.

The core idea

MGS gives the structure. The Growth Record gives the context. Mothusi AI gives the guidance.

Mothusi AI is only powerful because it works inside the platform. It does not give generic business advice - it works from the SME’s actual record and the structure of the MGS framework.

  1. The guidance

    Mothusi AI

    The intelligence layer that reads the three layers below together and guides what should happen next.

  2. Local context

    Programme overlay

    Sector requirements, local evidence rules, programme stages, support pathways, reporting indicators and funder needs added by a deployment.

  3. The context

    Live Growth Record

    The current record of the business: profile, evidence, check-ins, uploads, learning, mentoring, actions and movement over time.

  4. The structure

    MGS framework

    The shared standard for maturity, score, tier, levers, issue clusters, evidence confidence and movement.

What Mothusi AI does

It helps the SME keep moving.

It supports the working rhythm of the business inside the programme and answers the practical questions an owner actually has. The value is not just that it responds - it interprets the SME’s current state and gives direction.

  • What should I work on this week?
  • Which lever is blocking my next tier?
  • What evidence is missing?
  • What does this document support?
  • What do I need before I can apply for funding?
  • What should I prepare before speaking to a buyer?
  • Which learning task is most relevant to my gap?
  • Why has my progress stalled?
How it works

Read the record. Interpret the gap.
Guide the next action.

Mothusi AI works through a continuous intelligence loop. The loop keeps the business moving and gives programme teams a live view of progress.

  1. 01

    Read the Growth Record

    Start from the SME’s current record: profile, sector, tier, score, levers, issue clusters, evidence, uploads, check-ins, learning history and prior interactions.

  2. 02

    Apply the MGS structure

    Read that record through MGS: what tier the business is in, which levers matter, what evidence exists, what is still weak, and what movement is possible.

  3. 03

    Apply the programme overlay

    Take account of programme context: sector rules, local evidence requirements, support pathways, reporting indicators and funder or buyer requirements.

  4. 04

    Identify the next action

    Decide what should happen next: upload evidence, complete a check-in, work a lesson, prepare a document, close a compliance gap, or speak to a mentor.

  5. 05

    Support the work

    Explain, draft, review, mark, prepare, request, summarise or guide the task itself - not just point at it.

  6. 06

    Update the record

    The result writes back to the Growth Record, so the next recommendation is based on what actually happened.

Lever guidance

Guidance tied to what actually moves the business.

The guidance is not abstract. It is tied to the SME’s current Growth Record and the levers that matter for progress.

  • Financial evidence is missingExplains which records are needed and guides the next finance-readiness task.
  • Buyer proof is weakRequests invoices, contracts, delivery records, customer references or a buyer pack.
  • Compliance is staleIdentifies which documents need updating and what evidence is still missing.
  • Pricing is weakPrepares a pricing lesson, marks the assessment and assigns an applied pricing task.
  • Close to the next tierShows exactly which levers still need to be cleared to move up.
The working rhythm

It supports the work, not just the conversation.

From onboarding to buyer readiness, Mothusi AI guides each part of the rhythm and writes the result back to the record.

  • 01

    Weekly mentoring

    A regular rhythm of guidance and follow-through, shaped by the Growth Record - not a generic script.

    • Reviews what changed and what was completed
    • Tracks the blocked lever and overdue tasks
    • Creates tasks, requests evidence, recommends learning
    • Flags the business for human mentor review
  • 02

    Monthly check-ins

    Structured monthly updates that build the Growth Record instead of being treated as admin.

    • Revenue, customers, cash flow and operations
    • Team capacity, compliance and learning progress
    • Risks, wins, blockers and evidence uploaded
    • Becomes a live business-health signal
  • 03

    Upload review

    Uploaded documents become useful, connected evidence - not files sitting in a folder.

    • Identifies the document type and what it relates to
    • Checks whether it is complete, current or stale
    • Flags what is still missing and what to follow up
    • Triggers human review when needed
  • 04

    Custom content

    Support content created around the actual gap the Growth Record shows - not a generic catalogue.

    • Pricing lesson and applied task after a failed assessment
    • Cash-flow exercise and evidence checklist
    • Buyer-pack guide and proposal structure
    • Funding-pack checklist and use-of-funds prompt
  • 05

    Learning support

    Learning that connects back to business movement, working inside the Learning Management engine.

    • Generates assessments and marks open responses
    • Identifies weak areas and creates follow-up lessons
    • Assigns applied tasks and reviews outputs
    • Connects results to MGS levers as evidence
  • 06

    Funding readiness

    Preparing the evidence layer before formal review - Mothusi AI does not make the funding decision.

    • Identifies missing financial records
    • Requests bank statements or management accounts
    • Builds a draft funding pack and use-of-funds note
    • Flags unresolved readiness gaps for a reviewer
  • 07

    Buyer readiness

    Helping SMEs prepare for real commercial opportunities, tied to the Buyer Readiness lever.

    • Prepares a buyer pack and improves descriptions
    • Requests invoices, contracts or delivery records
    • Helps structure a proposal and summarise proof
    • Explains why the business is not yet buyer-ready
One engine, two views

The same engine output, read differently.

For SMEs

A clearer path through support. Mothusi AI answers the most practical question in the programme: what should I do next?

  • Understand your current tier and weak levers
  • Complete weekly mentoring actions and monthly check-ins
  • Prepare documents and packs, and review uploads
  • Work through the learning that closes your gaps
  • Understand why evidence is missing
  • Prepare for funding, buyers or programme review
For programme teams

Live intelligence across the cohort - a practical operating view, not just a list of records.

  • See which SMEs are stuck and which levers are blocked
  • Spot who missed check-ins and which uploads need review
  • Find businesses close to readiness
  • Know which SMEs need mentor attention
  • See which interventions are not producing movement
  • Watch issue clusters emerging across the cohort
Programme intelligence

Daily SME activity becomes programme insight.

Because Mothusi AI works through the Growth Record, individual actions become useful programme signals. That is how daily work becomes measurable progress.

  • A weekly mentoring sessiona task
  • A monthly check-ina risk signal
  • An uploaded documentevidence
  • A failed assessmenta custom lesson
  • A completed taska lever movement
  • A lever movementa dashboard update
  • A cohort patternan intervention decision
Capabilities

What Mothusi AI supports.

  • Guidance

    • Next actions
    • Plain-language explanations
    • Programme requirements
    • Evidence guidance
    • Multilingual support
    • Tier and lever explanations

  • Mentoring

    • Weekly check-ins
    • Task review
    • Blocker tracking
    • Evidence requests
    • Mentor prompts
    • Human escalation

  • Monthly reporting

    • Guided monthly updates
    • Revenue and customer changes
    • Risk and blocker capture
    • Document and evidence prompts
    • Business-health updates
    • Programme reporting inputs

  • Evidence

    • Upload review
    • Document interpretation
    • Evidence matching
    • Freshness checks
    • Missing-item flags
    • Follow-up requests

  • Learning

    • Custom lessons
    • Assessments
    • Open-response marking
    • Gap explanation
    • Applied tasks
    • Learning evidence

  • Readiness

    • Funding packs
    • Buyer packs
    • Use-of-funds notes
    • Customer proof
    • Financial evidence requests
    • Compliance preparation

  • Programme intelligence

    • Cohort blockers
    • Stuck SMEs
    • Lever patterns
    • Evidence gaps
    • Intervention signals
    • Reporting inputs
Trust and control

Intelligence inside an institutional system.

Mothusi AI uses the MGS framework as its operating structure - the shared standard plus the programme overlay - so each SME gets guidance that is both comparable and relevant. It guides, captures, explains and prepares the work without removing institutional control.

  • The Growth Record remains the source of truth.
  • Evidence can carry different confidence levels.
  • Programme teams review sensitive outputs and approve evidence.
  • Teams manage interventions and decide where human judgement is required.
  • Context comes through platform records, retrieval and controlled prompts.
  • SME data is not used to train the underlying foundation model.
See Mothusi in action

Six conversations. One growth record underneath.

Each scene below is the same business owner. Watch how a single question turns into a marketplace storefront, a buyer-ready proposal, repositioned offers, a verified evidence pack, a clear next-tier plan, and a matched support pathway - all writing back to the same record.

1 of 6

Ask for more customers. Mothusi gives you a live marketplace storefront.

Mothusi
Mothusi Online
RELATED ENGINES

Engines that compound with this one.

02

MGS Framework

A global SME maturity and evidence framework that institutions can read and cite.

Read the engine 04

Programme Management

Design programmes around stage transition, issue clusters, target levers, and proof of movement.

Read the engine 05

Learning Management

A full enterprise learning engine - courses, assessments, AI tutoring and workplace evidence - connected to the Live Growth Record and MGS levers.

Read the engine 03

Funding

Manage funding programmes end to end - setup, publishing, applications, screening, IC memos, approvals, awards, contracts, payments and monitoring - while SMEs apply from their Live Growth Record.

Read the engine 06

Network & Marketplace

A managed ecosystem layer: member types, permissions, SME storefronts, opportunity matching, introductions and partner activity - all built on verified Growth Records.

Read the engine
GET STARTED

Put intelligence inside the SME journey.

Mothusi AI gives SMEs a clearer path through support and gives programme teams a live view of what needs attention. A platform briefing covers the AI engine, Growth Record grounding, MGS lever guidance, weekly mentoring, monthly check-ins, upload review, custom content, reporting workflows and programme controls.

Book a platform briefing Talk to our team Back to Platform overview

From business support to measurable enterprise development. Across sectors, countries, and real operating environments.