OUR SERVICES
From “what if”
to working.
Sales, sourcing, voice, embodied agents, multimodal knowledge, and physical AI. Custom solutions built around revenue, productivity, and the cost of delivering your service.
Illustrative applications, visualised with AI.
/01 · Turn customer intent into the next sale.
AI sales & multimodal ordering
Make buying easier for your customers and handling demand easier for your team. Build sales agents around your catalogue, pricing, and commercial process—from the first product question to a reviewable order or qualified opportunity.
- Multimodal B2B ordering with catalogue matching and price checks
- Sales conversations, lead qualification, proposals, and human handover
- Interactive AI livestream presenters that respond to live audience questions

WHAT THIS COULD LOOK LIKEA retailer sends a photo of a product list or a voice note. The agent identifies the requested items, matches the catalogue, and prepares an itemised basket for review. A configured sales assistant can handle enquiries outside office hours.
We design for around-the-clock service where supported, with monitoring and escalation. Livestream formats—including TikTok where appropriate—depend on market, account access, platform requirements, and human supervision.
/02 · Keep purchasing and production moving.
AI supply sourcing
Connect operational needs to a clear sourcing process. An agent can identify material shortages, contact approved suppliers through connected channels, extract quotation details, and compare offers against your requirements.
- Inventory and material-shortage workflows
- Structured quote extraction and supplier comparison
- Approval routing, purchase-order preparation, and audit records

WHAT THIS COULD LOOK LIKEA production plan reveals a shortage. The agent requests quotes, compares price, quantity, specifications, and delivery dates, then prepares the next step for an authorised buyer.
Use your approved suppliers and purchasing rules. People retain control of budgets, commitments, exceptions, and final approvals.
/03 · Meet customers where they are.
Voice & messaging agents
Build agents that listen, respond, and help people complete a defined task. Connect phone calls, web voice, SMS, or WhatsApp to the knowledge and systems your business uses.
- Real-time voice with interruptions and tool use
- English and Kiswahili requirements, tested with your users
- On-device voice for selected tasks without internet

WHAT THIS COULD LOOK LIKEA customer calls to ask about a service, checks availability, and leaves a booking request. An SMS agent can make selected services accessible from ordinary phones.
Offline voice is scoped around the device, local models, and information available. SMS still needs mobile network coverage.
/04 · A face. A voice. A useful presence.
Embodied AI & video agents
Give your business a conversational presence people can see and speak with. Combine an on-screen avatar, voice, approved knowledge, and business tools in one experience.
- Conversational avatars and branded digital hosts
- Website, kiosk, and display experiences
- Session privacy and handover to a real person

WHAT THIS COULD LOOK LIKEA hotel lobby host could explain facilities, answer visitor questions, and route a service request. A website guide could help customers find the right product.
We design around the space, device, languages, and the point where a member of your team should take over.
/05 · From a request to a result.
Custom AI agents
Move beyond a chat response. Build agents that gather information, make plans, work across APIs and business applications, and keep track of a task until its agreed outcome is reached.
- Tool-using and multi-agent workflows
- Business-system and browser integrations
- Permissions, approvals, audit trails, and recovery

WHAT THIS COULD LOOK LIKEAn operations agent could detect a stock shortage, request supplier quotes, compare responses, and prepare a purchase order for approval.
We define what the agent can do, what needs approval, and how exceptions return to your team.
/06 · Talk to what your business knows.
Multimodal knowledge & RAG
Make knowledge useful across formats. Retrieval-augmented generation (RAG) connects an assistant to relevant company information, from PDFs and spreadsheets to diagrams, recordings, and video libraries.
- Search and question answering across approved sources
- Document extraction and multimodal indexing
- Source references, video timestamps, and access controls

WHAT THIS COULD LOOK LIKEA staff member could ask how a process works and receive an explanation linked to a manual, a diagram, or the relevant moment in a training video.
We test retrieval and answer quality against real questions, respect source permissions, and define when the system should say it does not know.
/07 · Intelligence beyond the screen.
Physical AI & connected systems
Bring perception and decision support into physical operations. We scope systems that observe conditions, combine sensor information, and interact with approved equipment through controlled interfaces.
- Computer vision and sensor-driven intelligence
- Connected-device and machine-control integrations
- Feasibility pilots with hardware testing and human override

WHAT THIS COULD LOOK LIKEA farm assistant could bring together field observations and sensor readings, recommend the next action, and coordinate approved irrigation controls where the equipment supports it.
Physical systems start with a bounded pilot. Device compatibility, operating limits, overrides, and real-world validation are part of the scope.
/08 · Turn expertise into a product.
AI products & custom software
Create software where AI is part of the experience and the operating workflow. We bring product design, application engineering, integrations, and AI together in a coherent system.
- AI-powered applications and customer portals
- Personalization, recommendations, and predictive tools
- Evaluation, deployment, documentation, and handover

WHAT THIS COULD LOOK LIKEA service company could turn a repeatable assessment into a digital product, combining its expertise with guided intake, automated preparation, and expert review.
We agree on the product boundary, data requirements, running costs, and ownership before implementation.
AI-NATIVE TRANSFORMATION
Rethink the business.
Not just the task.
What if your expertise could become a digital service? We help businesses explore how AI can change the way they operate, serve customers, and create value—from the first workflow to a connected operating model.
For a service business, that could mean turning repeatable work into software-supported delivery: guided customer intake, automated preparation, expert review, and a product clients can use directly.
We assess data, workflows, people, and economics together. Quality, cost per completed task, and the effort required from your team are part of the evaluation.
For startups and service businesses
Build a repeatable product, show how delivery scales, and make your operating economics easier to understand. That can support a stronger growth and investment story; funding, acquisitions, and software-like margins still depend on the business itself.
Map the expertise
Design the service
Connect the work
Test the economics
A CLEAR FIRST ENGAGEMENT
Start with one workflow worth improving.
Show us where customers get stuck or your team loses time. We assess the process, information, and integrations, then recommend a focused pilot before a larger build.
Discuss your workflowNo technical brief needed. Scope and fees agreed before work begins.- 01
Map the opportunity
A clear problem, current workflow, and the people it affects.
- 02
Define a pilot
A focused scope, required integrations, and points for human review.
- 03
Agree what success means
Measures of quality, time, and cost, with an implementation proposal.
EXPLORE A SAMPLE WORKFLOWInvoice checks and human review
An illustrative, rules-based workflow with fictional invoices in TZS. This sample does not call an AI model.
01 Choose a scenario
Sample Supply Co.
Sample supplier · Amounts in TZS
| Description | Qty | Amount |
|---|---|---|
| Packaging cartonsTZS 4,000 each | 20 | TZS 80,000 |
| Delivery within DarTZS 40,000 each | 1 | TZS 40,000 |
Sample amounts only. No tax or payment processing.
02 Check & route
The details matter.
Compare the amounts and check the sample records. See what needs a second look.
This sample uses fixed checks and fictional records. Nothing is uploaded, sent, or saved.
Explore your workflowBEFORE WE BEGIN
Good questions.
Clear answers.
The practical details matter.
YOUR NEXT STEP
Bring us the idea.
Let’s build what’s next.
A new experience for your customers. A smarter way to operate. An entirely new product. Let’s explore what AI could do for your business.
Start a projectNo technical brief needed.