Start your AI journey.
Or make the one you've got cost less.
Whether you are launching your first internal AI tool or bringing existing models in house, BAI installs a secure, cost optimized inference and retrieval stack inside your own infrastructure cloud or on prem. Your models, your servers, your data. No per token metering.
Illustrative example
Monthly cost at 50M tokens processed
Based on a representative RAG + inference workload. Actual savings depend on model size, traffic pattern, and hardware we'll size a real number for your workload.
Why AI teams are moving workloads off metered APIs
Per token pricing looks cheap on a slide and expensive on an invoice. As usage grows, so does the bill and you're paying it whether or not you actually need a frontier model for the task.
Costs scale with usage
The more your product succeeds, the more you owe a third party for every request it serves.
Latency you don't control
Every request leaves your network and comes back. That round trip is now part of your product's speed.
Data leaves your perimeter/your cloud network
Prompts, documents, and user data pass through someone else's servers a problem the moment you have a customer who asks where their data goes.
How BAI gets installed
The same product, installed on your infrastructure. Not a hosted API you rent from us, and not a custom build.
First AI system, installed
Don't have an AI program yet? We install BAI directly inside your network and set it up against the data you already have .
Inference optimization retrofit
We apply speculative decoding, layer pruning, and KV cache optimization to the models you already run cutting compute cost and raising throughput on hardware you already own.
Self-hosted retrieval & RAG
Hybrid retrieval wired directly into your own document stores, databases, or knowledge base running entirely inside your network, with no query ever leaving it.
Migration & integration
We move inference workloads off metered APIs and onto your own runtime without breaking the product already built on top of them including older Java and Spring Boot systems.
Who it's for
Any team whose AI bill is starting to shape their product roadmap.
New AI Adopters
Teams ready to deploy their first private, scalable AI capabilities without getting trapped in unpredictable per token pricing.
See it in action
Field operations, without internet. Crews out in the field can capture and process data on the spot, even somewhere with no signal at all nothing waits for a connection to come back.
AI native companies
Startups whose inference cost grows in lockstep with their user base, and who'd rather own that cost curve than rent it indefinitely.
See it in action
Plug and play AI backend. Drop BAI into your core product pipeline to handle heavy contextual queries locally. Deliver domain specific AI capabilities to your users without incurring per token API bills that scale up as your user base grows.
Enterprise AI programs
Internal platform and data teams running copilots, search, or automation who need those tools to work without routing sensitive company data through a third party.
See it in action
Logistics routing. Split second routing decisions run locally on your own hardware, so a slow or dropped connection never holds up a delivery truck.
Legal contract review. Contracts get reviewed on your own servers, so client confidential terms never leave the firm it's fine if it takes a bit longer to think it through.
Regulated & public sector
Financial institutions, government bodies, and examination councils, where "the data can't leave the building" isn't a preference it's a requirement. Early deployment experience with organizations in banking, government, and education in Kenya.
See it in action
Financial auditing. Checks records against your own policies with nothing sent outside it can even run fully disconnected from the internet.
Medical record intake. Reads and organizes patient records without a single call ever leaving the building, meeting compliance rules that don't allow outside processing.
Point it at whatever your business already has
You don't need to clean up your files first or hire someone to prepare your data. BAI reads the things your company already produces recordings, documents, scanned paperwork, web pages and turns them into something your team can ask questions of, in plain language.
- • Meeting recordings and call audio, transcribed and made searchable.
- • Video, the same way training material, recorded interviews, site walkthroughs.
- • Word docs, PDFs, PowerPoint decks, spreadsheets, and email threads.
- • Website and internal wiki pages, pulled straight from a URL.
- • The paperwork every company deals with scanned forms, invoices, and contracts read and structured automatically.
What can go in
Already running RPA bots? We connect to them directly, so the unstructured documents your bots already touch and store become searchable too instead of sitting in a folder no one queries.
Our pricing philosophy
No per token metering, ever. You pay a fixed setup cost to install the stack and a flat maintenance fee to keep it running not a bill that grows every time your product gets used more. Early partners lock in a reduced rate for the life of their contract.
Get on the early pricing list
Tell us about your workload and we'll size a real cost comparison for your traffic not the illustrative one above.
Get in touch
Registered entity
BAI Private Limited
Nairobi, Kenya