Day 0Week 1
Scope and signed engagement
We agree the cost line, the volume, the integration points, and the success measure. The fee is set as a defined portion of the saving. The thirty-day clock starts when the engagement letter is countersigned.
AI for the work that drains your margin
We BuildA.I. SystemsThat Reduce Costs & Drive Revenue
AI agents that take over your highest-volume functions, running continuously at a lower cost than the teams they augment. Built for regulated industries, covered by our thirty-day guarantee, priced so the savings fund the build.
Business Experience Since 199810+ Years in Digital Systems & AutomationMillions Generated Through Online VenturesMember of the Hashgraph Association
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Trusted by
Hundreds of businesses across South Africa
PropertyFinanceLegalHealthcareRetailHospitalityLogisticsTechnologyProfessional ServicesSaaS
What We Build
Three ways we replace expensive work with AI
Start with the right use case, automate the repetitive work, and deploy agents where they earn their keep. Pick the shape that fits, or tell us the function and we will recommend one.
Not sure which fits? Tell us the function, we will recommend the shape.
Request a ProposalIndicative Scope
Our Agents Live in Your Systems & Replace Your Cost Lines
Where Impart agents are typically deployed, in the volumes that justify the build.
ZAR scoped // POPIA scoped // SAST timestamped
First-line customer support
~3,000 tickets/month
ZA-CPT // EN, AF, isiZulu
Document review and triage
~600 documents/week
POPIA scope
Inbound lead qualification
~200 leads/day
ZA-CPT // multilingual
Invoice and PO processing
~1,200 invoices/month
POPIA scope // SARS aligned
Compliance audit preparation
Quarterly cycle, eight days reduced to one
ZA-regulated
Internal research and reporting
~40 reports/week, six hours each to forty-five minutes
Tenant-private
Indicative ranges // Real engagements scoped to the cost line they replace
Tell us your cost line
Scoped proposal back inside one business day
How We Engage
From function to system, fast
Six clear steps from scope to run, on three concentric rings of the engagement. Audit, Build, Operate. Fixed scope, fixed price, thirty-day guarantee on every outcome.
How We Engage
From function to system, fast
Six clear steps from scope to run, on three concentric rings of the engagement. Audit, Build, Operate. Fixed scope, fixed price, thirty-day guarantee on every outcome.
Stage 01 // AUDIT
- 01
Scope
DAY 1–3We define the single function or cost line the engagement replaces. Specific, measurable, with a baseline number we work against.
- 02
Audit
DAY 4–7We run the operations audit against that function. Data readiness, current cost, integration surface, POPIA posture, build versus buy.
Stage 02 // BUILD
- 03
Design
DAY 8–12We specify the system. Model choice, data flow, integration points, handover rules, governance, audit logging. Signed before a line of code gets written.
- 04
Build
DAY 13–22We build inside your environment. Daily progress, weekly reviews, no month-six pivots. KPIs tracked from day one.
Stage 03 // OPERATE
- 05
Handover
DAY 23–28Your team takes the dashboards and the decisions. We document everything, train your operators, and stay on through early production.
- 06
Run
ONGOINGContinuous improvement against the KPIs we locked at scope. Monthly retainer if you want us on, clean exit if you do not. Thirty-day guarantee on every outcome.
WHY IMPART // THE FIFTEEN PERCENT THAT SHIPS
A.I. work that actually goes live.
Cost line // Fixed scope // Thirty-day proof
Most enterprise AI initiatives stall before they reach production. The reasons are almost never the model. They are data readiness, integration complexity, governance, and the wrong delivery partner. In South Africa, add POPIA compliance, local hosting, and regulated industries that most international consultancies have never worked with.
Impart is built for the fifteen percent that make it to production. We engage on fixed scope, work against the cost line the system replaces, and stand behind the outcome with a thirty-day guarantee. If the system is not earning its keep inside thirty days of production, we keep working for free until it is.
Priced against the work we replace.
Every engagement is scoped around a specific function and its current cost. Our fee is a defined portion of the saving, paid once the system is producing. The build funds itself.
The Industry DefaultHow Impart Works
- Pilots that sit in a deck for twelve months and never shipProduction systems in under thirty days
- Cross-border data transfer that exposes you under POPIAPrivate AI inside your tenancy, in the Azure South Africa region
- Junior consultants reading from an international playbookSenior practitioners who have delivered enterprise AI before
- Generic frameworks that never touch your real systemsIntegration with your CRM, telephony, and document libraries
- Hourly billing with no ceiling and no accountabilityFixed-scope engagements priced against the cost line they replace
- Partners flown in from Dubai or London for the pitchLocal senior team, senior practitioners on every engagement
Thirty-Day Guarantee
What thirty days looks like
From scope to first cost line replaced, in the thirty days the guarantee covers.
Day 0
Day 10
Day 20
Day 30
Day 10Week 2
First system in your tenancy
By the end of the first ten days an Impart engineer has stood up the system inside your tenancy, connected the data foundations, and shipped the first internal-only build. The system is wired to the cost line and the audit log is on.
Day 20Week 3
First production traffic
The system is in front of real volume. Calls, tickets, documents, or invoices are running through it. Outputs are reviewed by the named engagement lead alongside your operator. Tuning happens in daily cycles against the success measure.
Day 30Week 4
Cost line replaced or we keep going
If the system is earning its keep against the success measure, the engagement transitions to ongoing operations. If it is not, we keep working until it does, at no further cost. This is the guarantee, written into the engagement letter.
Engagement letter terms apply // Real timing scoped per cost line
Web & Digital
The rest of the digital stack, when you need it
Every service we offer has been rebuilt with AI at the core. Websites, ecommerce, apps, SEO, paid, content, branding, chatbots. You get a modern digital agency capability, delivered at AI speed, priced below what a traditional agency would quote for the same scope. The AI is not marketing on top of legacy work. It is in the build, in the product, and in the math of how the engagement pays for itself.
In Motion
Watch the work
A.I. content production, A.I. SEO, A.I. app development. Tap any tile for the service.
AI Operations
We stay on the system after it goes live
A production AI system is a living thing. The model behaviour shifts, the data it runs on evolves, the volume changes. The work that matters most happens in the months after handover, tuning the system against real outcomes.
Our retainer clients see the strongest returns because the system compounds. Monthly engagement, no minimum term, clean exit whenever the value stops matching the fee.
Named Engagement Lead
One senior practitioner who owns your system end to end. They took it through scope, they took it through build, they stay through operations.
Retainer
Continuous Tuning
Models drift, data moves, volumes spike. We retune prompts, update retrieval sets, and adjust routing rules against your live KPIs every month.
Retainer
Governance and Audit
Security patching, access controls, audit log review, and POPIA compliance posture checks. Reported monthly in plain language, formal annually.
Retainer
Direct Line to the Team
WhatsApp and email to the engagement lead, not a ticket queue. Response measured in hours during business days, not business weeks.
Retainer
Field Reports
Recent operator notes
Anonymised summaries of engagements in flight or recently shipped. Filler until client legal sign-off lands.
- ENGAGEMENT // 2026-Q1
JSE-listed operator. Inbound customer-service queue running through an Impart agent for three months. Three languages, human handoff for anything the model is not confident on, audit log on by default.
Cost line replaced from headcount to system, full guarantee window cleared.
- ENGAGEMENT // 2026-Q1
Regulated insurer. POPIA-safe document review pipeline triaging incoming submissions into four queues and routing the high-risk subset to a senior reviewer. Region-bound hosting, audit trail tested.
Eight weeks to first production traffic. Throughput up four times.
- ENGAGEMENT // 2026-Q2
SA logistics group. Inbound lead qualification across three languages, replacing the front-line of an SDR pod for the inbound channel. Calendar bookings handed straight to the engagement lead.
Six-week build. Production traffic from Day 30.
- ENGAGEMENT // 2026-Q2
Enterprise medical aid. Private model deployment inside Azure South Africa North for a clinical-policy chatbot. No cross-border data transfer. Tenant-private inference end to end.
POPIA posture audited before scope. Build window opens 2026-05.
Anonymised summaries. Real named case studies replace this when client legal sign-off lands.
Insights
Field notes from the work
Request a Proposal
Tell us the function you want to replace
Share the work that drains your margin. We'll come back inside one business day with a scoped proposal and the cost line it replaces.
- RESPONSEwithin one business day
- PICKED UP BYan Impart engagement lead
- ARRIVES ASa scoped proposal, costed against the cost line