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Software and AI consulting, Nairobi

Software and AI your business can run on.

OTBLABS is a team of engineers, data scientists and solution architects. We put AI to work inside the systems you already use, from Odoo and Zoho to M-Pesa and custom platforms, and we stay accountable for the results.

Start with a two-line brief

What do you need help with?

Message preview

Hello OTBLABS, I'm looking for help with: an AI assistant for our customers. Can we set up a call?

Prefer a full brief? Use the project form

We build on and integrate with

  • Odoo
  • Zoho CRM
  • SAP Business One
  • M-Pesa Daraja
  • OpenAI and Anthropic APIs
  • Open-source LLMs
  • Python and PyTorch

Where we usually come in

Most of our engagements start with one expensive, repetitive problem. These three come up most often.

Your team re-types the same data every day

Invoices, delivery notes, M-Pesa statements and spreadsheets copied by hand into another system. We automate the extraction, matching and posting, and keep a person in the loop where judgement matters.

Customers wait hours for answers you already have

Policies, price lists and order status live in documents and databases. An AI assistant on WhatsApp or your website can answer accurately from your own data, and hand over to staff when it should.

Your ERP holds the data, but nobody gets answers from it

Odoo, Zoho or SAP Business One have years of history. We connect AI to them so managers can ask questions in plain language and get forecasts, alerts and reports without waiting on IT.

How an engagement runs

Three stages, each with a clear deliverable and a decision point, so you never commit to more than you have seen work.

  1. 2 weeks, fixed fee

    Assess

    An AI readiness audit of your processes, data and systems. You get a ranked list of use cases with expected value, cost and risk, and a delivery plan you can take to your board.

  2. 6 to 12 weeks per release

    Build

    A cross-functional squad takes the first use case from pilot to production. You see working software in a demo every week and sign off each milestone.

  3. Ongoing

    Run

    We monitor accuracy, cost and uptime, retrain and improve, and support your users under an agreed service level. Or we hand over to your team with full documentation.

Platforms we have shipped

Live products built and run by our team.

View all work

Remwise, education technology

AI tutoring that adapts to every Kenyan learner

Students learn at different speeds, but classrooms and revision material move at one pace. Remwise needed a tutor that adjusts to each learner and stays aligned with the Kenyan curriculum.

  • Adaptive learning paths that respond to each student's answers
  • AI tutoring grounded in curriculum-aligned content
  • Progress tracking and performance reports for parents
  • Next.js
  • Python
  • PyTorch
  • MySQL
Visit Remwise

Jabali Entertainment, events and ticketing

Event ticketing with M-Pesa checkout and QR entry

Event organisers were juggling posters, manual payment confirmations and paper guest lists. They needed one platform to announce events, take payment and check guests in at the gate.

  • Event publishing and management for organisers
  • M-Pesa STK Push checkout with automatic confirmation
  • QR code tickets verified at the door, with live sales reporting
  • React
  • Node.js
  • MongoDB
  • M-Pesa Daraja
  • AWS
Visit Jabali Entertainment

Ready for your procurement and security review

Large organisations need more than good code. This is how we work on every engagement.

Confidential by default

NDAs before discovery. Personal data handled in line with Kenya's Data Protection Act, 2019, with access limited to the people on your project.

One accountable lead

A named delivery lead owns your engagement, runs weekly demos and reports progress against the agreed scope and budget.

You own what we build

Source code, models, prompts and documentation are yours. Every project ends with a handover your own team can run with.

Support you can plan around

Support agreements with defined response times, monitoring and maintenance windows, so the system keeps working after launch.

AI with guardrails

Every AI feature ships with evaluation tests, human review where it matters, usage limits and cost tracking.

Fits your existing stack

We integrate with the ERP, CRM, payment and identity systems you already run, rather than asking you to replace them.

Questions buyers ask us

How much does a project cost?

The AI readiness audit is a fixed fee agreed upfront. Build projects are quoted per milestone after the audit or a discovery call, so you know the cost of each release before it starts. Most first releases fall between KES 500,000 and KES 5 million depending on scope.

We are not sure AI is right for us. Where should we start?

Take the free AI readiness check on this site, then book the audit. If the audit shows that a simpler automation or a better report will deliver more value than AI, we will tell you.

Is our data safe if we use AI models?

We choose models and hosting based on how sensitive your data is. Options include enterprise APIs that do not train on your data, private cloud deployments and open-source models running in your own environment.

Can you work with our in-house IT team?

Yes. Many engagements are joint teams. We follow your code review, security and release processes and leave your engineers able to maintain the system.

Do you work outside Kenya?

Yes. We are based in Nairobi and work with clients across East Africa and beyond, remotely and on-site when needed.

Tell us what you are trying to fix

Send a short brief and a senior consultant will reply within one business day with next steps, an honest view on feasibility, and a rough timeline.

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