AI Agent Development Services We Offer in Accra
Agent demand in Accra concentrates in four areas. Customer service automation for Fido, Zeepay, Hubtel, expressPay, and the digital arms of GCB, Ecobank, Stanbic, ABSA, Fidelity, and Access Bank Ghana, where the agent handles tier-one chat in five local languages and escalates to a human in a documented handoff. KYC and onboarding workflows where the agent extracts data from Ghana Card images, validates against the National Identification Authority register where permitted, drafts follow-up correspondence, and routes to a compliance officer for sign-off. Mobile-money reconciliation across MTN MoMo, Vodafone Cash, and AirtelTigo Money settlement files, where the agent matches transactions, flags exceptions, and writes a daily summary. And cocoa exporter operational reporting for Cargill, Olam, and Barry Callebaut Ghana operations, where the agent compiles weekly volume, EUDR compliance status, and Cocobod licensed buyer reconciliation from upstream IoT feeds.
Our AI Agent Development Development Process
Discovery starts remotely with the operator's Greater Accra team, run from Chandigarh in the Ghanaian morning where the two working days overlap almost completely. We document existing systems honestly, including the WhatsApp Business support workflow and the Excel reconciliation file that most fintechs still run in production. Build sprints are two weeks with an evaluation harness in place before the first agent loop ships, not after. Pre-production runs a red-team week with adversarial prompts in Twi, Ga, Pidgin, and Hausa (we bring in native speakers of those languages for this; foundation model performance in those languages is the single most-underestimated risk for African fintech agents). Bank of Ghana cyber directive 2018 controls, FIC AML Act reporting alignment, and Data Protection Commission DPA 2012 documentation ship with the agent, not as a future task. Staged rollout includes shadow mode where a human reviewer sees agent output before customers do, plus a documented manual fallback for the days MTN data or ECG power is unreliable.
Process Discovery
1-2 WeeksWe sit with the people doing the work in {city} and record the real process — including the exceptions they handle by instinct, which are exactly what kill naive automations.
Tool Surface Design
1-2 WeeksEvery system the agent touches gets a typed, permission-scoped tool with its own rate limit and rollback path. The agent gets a narrow set of verbs, never raw admin access.
Build & Evaluate
3-6 WeeksThe agent is built alongside its evaluation suite from day one, using real tasks from your business with verified outcomes. Every change is scored before it ships.
Shadow Mode
2-3 WeeksThe agent runs against live traffic but commits nothing. We compare its proposed actions to what your team actually did and tune until agreement is high enough to trust.
Staged Autonomy & Run
OngoingAutonomy is released by risk band — reversible actions first, irreversible ones keeping a permanent human gate. Then we monitor completion rate, escalations, latency and spend.
Technologies We Use for AI Agent Development
Default stack: Anthropic Claude Sonnet and Opus on AWS Bedrock af-south-1 Cape Town for primary inference, OpenAI GPT-4 family through Azure OpenAI when the client is Microsoft-centric, Cohere Command R+ when sovereignty constraints push to Canadian or African endpoints, self-hosted Llama 3 or Mistral on g5 instances in af-south-1 when the regulator (Bank of Ghana or Securities and Exchange Commission Ghana) requires no US-hyperscaler inference path. Agent orchestration runs on LangGraph, OpenAI Agents SDK, or Anthropic's tool-use patterns depending on team familiarity. Evaluation runs through Promptfoo and Ragas in CI with Twi, Ga, Ewe, Pidgin English, and Hausa probe sets. Observability runs through Langfuse self-hosted on af-south-1 or Helicone. Equinix MN1 Accra is the interconnect for sub-50 ms back to Lagos when a cross-border agent calls a Nigerian counterparty.
Other Services We Offer in Accra
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