AI applications & integrations
We design AI applications and integrate models into the software you already run — so they can read your data, use your tools and get real work done, safely.
New products and features where AI does the work, not just the talking.
Bring language models into the product you already have — no rewrite, no lock-in to a single model vendor.
AI that touches customers, money or records has to be accountable. We build that in from day one.
Related work
Voice agents that turn intent into action.
An AI voice agent platform where each use case ships as a pack — prompt, policy, adapter and test conversations. A tool gateway executes actions over MCP and webhooks, enforces policy on every call, and keeps an audit log.
ElevenLabs · MCP · Webhooks · Agents as code
A 60-second understanding of Kenya’s audit reports.
A mobile-first civic data tool that turns dense Auditor General reports into plain-language summaries. Reports move through a pipeline — detected, extracted, AI-processed, human-reviewed, published — and every finding links back to a verbatim quote and page in the source PDF.
Document AI · Review workflow · Mobile web
Yes. Most of our AI work is integration: connecting a model to your existing database, APIs and user roles so it works inside the product your customers already use.
We are model-agnostic and choose per use case — commercial LLM APIs, open-weight models, and speech platforms for voice agents — balancing quality, latency, cost and where your data is allowed to go.
Agents only act through tools we define, each behind a policy check and an audit log. High-impact actions require human approval, and every use case ships with tests that are re-run on each change.
We configure providers so your data is not used for training wherever that option exists, and we can keep sensitive processing on infrastructure you control.
Tell us what you’re building — a new product, an AI feature, or a system that needs rescuing. We’ll reply with honest next steps.