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  • AI systems engineering
  • Production rescue
  • Architecture advisory

AI Engineered to Hold Up.

We build and harden AI systems for real-world business demands.

Start an architecture reviewSee what we build
SchematicThe same rising load, put through two systems.Load1.0x
Two request paths compared under the same loadThe first path sends a request straight to a model and returns a response. The second sends the same request through a gate, a retrieval step, the model, a validator, and a fallback path before returning a response. As load rises, the first path drops requests and the second continues to complete them.RequestModelResponseShipped without an architectureRequestGateRetrievalModelValidateResponseFallbackEngineered for production
Lane AShipped without an architecture
Completed0Dropped0
Lane BEngineered for production
Completed0Dropped0

01Services

Four engagements, in the order we are usually needed. Most work starts with the second or the third, because most systems that reach us have already been built once.

SVC 01Build

AI systems engineering

Agents and AI systems built around a workflow your business already runs.

  • Architecture
  • Retrieval design
  • Tool and API design
  • Evaluation harness
Read the full service
SVC 02Audit

Production rescue and hardening

For products that are live and breaking, or built and stuck before launch.

  • Security audit
  • Load and scale
  • Cost control
  • Incident review
Read the full service
SVC 03Advisory

Strategy and architecture advisory

A short, paid engagement that happens before anyone writes code.

  • Feasibility
  • Cost model
  • Build sequence
Read the full service
SVC 04Supporting

Software engineering

Web applications, internal systems, APIs, and mobile apps.

  • Web applications
  • Internal systems
  • APIs
  • Mobile
Read the full service

02Sample work

33 engagements delivered, named and described. Three of them here, the rest on the work page.

Lead DeveloperProduction

Jali Global Tech

An integrated mobile app math game for kids with AI built into it end to end: question generation, personalised recommendations, and improvement tips as the child plays.

Lead DeveloperProduction

Genesis Logistics

Internal logistics operations tooling built to track everything the business runs on in one place: finance, client accounts, and reporting, alongside day-to-day logistics operations.

Lead DeveloperProduction

African Joy Dairy

Built end to end for a dairy producer: the public e-commerce site with WhatsApp order integration and live delivery tracking, and the internal tooling behind it that runs production, sales, and expense management.

See all 33 engagements

03Track record

Twenty plus systems shipped across individual, corporate, and government clients, in sectors where downtime and bad data have a direct cost.

Engagements delivered

33

30 of them running in production. Every one is named on the work page.

Client types

03

Individual founders, corporate teams, and government adjacent bodies.

Sectors

05

Each with its own failure mode.

Sectors worked in

Agriculture, fintech and mobile money, logistics, education, and the public sector. Each one breaks differently.

See the record

Tell us what you are building, or what is breaking.

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