RAG development · Kenya
RAG development services in Kenya
Mobile-first, low-bandwidth products with mobile money built in, from a senior team on overlapping hours.
Clarigo Infotech builds retrieval-augmented generation (RAG) systems: AI search and assistants that find the right information in your documents, databases and knowledge base, then answer with sources. RAG keeps answers accurate and current without retraining a model, and respects who is allowed to see what.
Kenyan companies most often hire us for fintech and mobile-money apps, healthcare and AI.
10+
Years of delivery
600+
Projects delivered
20+
Countries served
25-30
Days to a live MVP
Get a free consultation
Tell us what you need. A senior engineer replies within one working day.
Mobile-first and built for real conditions
African businesses need products that work on any phone and any connection, with mobile money and local payments built in.
Works on any connection
Lightweight apps and sites that stay fast on slow networks and older phones.
Mobile money and local payments
M-Pesa, Flutterwave, Paystack and card payments integrated.
Overlapping hours
Two and a half to four and a half hours from India, so most of the day overlaps.
Cost-effective delivery
Senior engineers at offshore rates with full code ownership.
What we build with RAG
Chat with your documents
Ask questions across PDFs, policies, manuals and contracts and get answers with citations.
Enterprise knowledge assistants
One place for staff to find answers across Google Drive, SharePoint, Confluence and more.
Customer support answers
Grounded answers for support teams and chatbots, drawn from your help centre and product data.
Search over structured data
Combine document search with SQL and APIs so answers include live numbers.
Permission-aware retrieval
Users only get answers from content they are allowed to see.
Evaluation and tuning
Test sets that measure retrieval and answer quality, and tuning until they pass.
How we approach RAG development
Why RAG instead of fine-tuning
Fine-tuning changes how a model writes; RAG changes what it knows at the moment it answers. For most business questions RAG is cheaper, easier to update and easier to audit, because every answer points to its source.
Getting retrieval right
Quality depends on how documents are cleaned, split, embedded and searched. We use hybrid search (keyword plus vector), re-ranking and metadata filters, and test retrieval separately from the final answer.
Keeping it current and secure
Connectors keep the index in sync as documents change, and access rules from your source systems are applied at query time so nobody sees what they shouldn't.
Measured, not guessed
We build a test set of real questions with expected answers and track accuracy, citation quality and 'I don't know' rates, so you can see improvement and catch regressions.
Remote, but close to Kenya
Time-zone overlap
Kenya is two and a half hours behind India, so our working days overlap for most of the day.
Kenya's Data Protection Act 2019
We design to Kenya's Data Protection Act: lawful processing, consent, security controls and data-subject rights, and we sign NDAs before work starts.
Billing
Invoices in Kenyan shillings (KES) or US dollars. Typical senior rates are $25 to $49 (USD) per hour, or a fixed price for a defined scope.
Industries we work with in Kenya
Kenyan startups and businesses use us for fintech and mobile-money integrations, healthcare software and AI, designed to the Data Protection Act.
Mobile money and fintech
M-Pesa made mobile payments the default for most customers. We build AI agents, assistants and automation around these workflows.
Agriculture
Tea, coffee and flower exporters adopt agtech and traceability. AI here usually means faster reporting, fewer manual steps and better customer replies.
Logistics
Mombasa port serves East Africa through tracking platforms. We start with one costly process and automate it end to end.
Tourism
Safari operators sell to international travellers online. We build AI agents, assistants and automation around these workflows.
Your working day with us
Our team's hours, in Kenyan time
07:30–17:00
Monday to Friday
Overlap with your working day
09:00–17:00
About 8 hours every day
Daily stand-up
09:30
Kenyan time, plus written updates every evening
Local platforms and setup
Messaging channels
Languages
Local payments
Data hosting
Nearest: AWS Africa (Cape Town) or Europe (Frankfurt), in your own cloud account, so data stays where your rules require.
How it works
Week 1: discovery and design
We agree the use case, success measures and data, and show you a clickable design.
Weeks 2-3: build and integrate
We build, connect it to your systems and data, and demo working software every week.
Week 4: test and launch
We test with real cases, add monitoring and guardrails, then go live.
After launch: improve and scale
The same engineers keep tuning quality, cost and features as usage grows.
See what we've built
Try it yourself, free
Free browser tools from our team. No sign-up needed.
RAG development services: questions from Kenya
Do you work with companies in Kenya?+
Yes. Clarigo Infotech works with companies across Kenya, including Nairobi, Mombasa, Kisumu, as part of clients in 20+ countries. Kenyan companies most often hire us for fintech and mobile-money apps, healthcare and AI. We work remotely from India with one in-house team.
What time-zone overlap do we get from Kenya?+
Kenya is two and a half hours behind India, so our working days overlap for most of the day.
How do you handle Kenya's Data Protection Act 2019?+
We design to Kenya's Data Protection Act: lawful processing, consent, security controls and data-subject rights, and we sign NDAs before work starts.
Which currency do you bill in, and what does it cost?+
We bill in Kenyan shillings (KES) or US dollars. Senior engineers typically cost $25 to $49 (USD) per hour, and fixed-scope projects such as an MVP in 25 to 30 days are quoted after a free consultation.
Where will our data be hosted?+
Usually in Nearest: AWS Africa (Cape Town) or Europe (Frankfurt), or wherever your data rules require. Everything runs in your own cloud account, so you stay in control.
Do you support WhatsApp?+
Yes. Customers in Kenya often prefer WhatsApp and SMS and Facebook Messenger, so we connect chatbots, notifications and support flows to them.
Do you work with mobile money and fintech companies?+
Yes. Mobile money and fintech is one of Kenya's key sectors, and we build AI agents, assistants and automation around these workflows.
Which data sources can you connect?+
PDFs and Office files, Google Drive, SharePoint, Confluence, Notion, websites, help centres, databases and APIs. We add connectors so the index stays up to date.
Will people see documents they shouldn't?+
No. We apply the same permissions as your source systems at query time, so each user only gets answers from content they can access.
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