the hub for finance, analytics and ai
Corporate training, consulting, AI agent development and applied analytics for finance, credit risk, treasury, audit and AI-integration teams across Zimbabwe, South Africa and the wider SADC region.
Hublyt is a specialist corporate training and consulting firm focused on finance, credit risk, treasury, audit, forensic analytics, artificial intelligence integration and agentic AI agent development. We help institutions strengthen technical capability, improve decisions and translate complex methods into controlled, usable workflows. Every engagement combines practical demonstrations, realistic datasets and post-programme implementation support.
Our academies build capability inside your team. Where you need the work delivered directly, our consulting practice builds it for you, validated and ready to use.
Generic AI tools don't know your data, your controls or your workflow. We build agents that do, so your team spends less time on repetitive analysis and more on judgment calls.
We scope the workflow you want automated, build the agent around your data and process, test it against real cases, and hand it over with documentation your team can build on.
Institutions carry regulatory and provisioning risk when credit models are outdated, undocumented or never independently checked. We build and validate models against IFRS 9 and Basel expectations.
We start with your data and existing methodology, not a template. Models are built or validated against your portfolio, back-tested, documented to audit standard, and handed over with full model documentation your team can maintain.
Interest rate and liquidity risk sit on every balance sheet. We build models that give treasury teams a clear, defensible view of both.
We map your balance sheet structure and existing ALM process first, then build the model around it, calibrate behavioural assumptions to your actual deposit data, and stress-test before handover.
Most finance teams have the data. Few have it working for them. We build reporting and analytics systems that turn raw data into decisions, on a schedule you don't have to chase.
We audit your current data sources and reporting pain points, design the dashboard or pipeline around your existing systems, build and test it against real data, then train your team to maintain it.
Applied credit-risk capability across the model lifecycle: IFRS 9 modelling, PD, LGD and EAD, credit scorecards, model validation, governance, monitoring and stress testing.
Practical programmes in treasury management, asset and liability management, liquidity risk, ICAAP and ILAAP, FP&A, financial modelling and forecasting, and AI-enabled finance workflows.
Practical data analytics for institutional decision-making: data cleaning and preparation, exploratory analysis, dashboards and reporting, and AI-assisted analytics workflows.
Design, build and deploy agentic AI agents for finance workflows: task automation, tool-using assistants and multi-step agent orchestration wired into your existing systems.
Updated as new cohorts open. Enquire via WhatsApp to check dates and pricing for any course.
Leave with a complete, auditable ECL Calculation Engine, built to run again every month. Delegates direct Claude Code across staging, PD, LGD, EAD, competing risk, and validation, replacing manual spreadsheet cycles with a repeatable, agentic workflow.
One raw account file, three parameters, fully built. Delegates direct Claude Code through a PD scorecard, an LGD model, and an EAD model, complete with the validation and documentation a credit committee expects.
Build a complete, validated credit scorecard from raw core banking and alternative data. Claude Code profiles the data, engineers features, builds the Weight of Evidence scorecard, and documents every decision, from raw file to deployment-ready output.
Turn mobile money, airtime, and alternative borrower data into a validated MFI credit scorecard. Claude Code builds the feature set, prevents data leakage, and develops the scorecard, ready for borrowers with no formal credit history.
Build the full liquidity, IRRBB, FTP, and ALM model stack using natural language prompts in Claude Code. Liquidity gap ladders, LCR/NSFR calculators, NMD behavioural models, EaR and EVE sensitivity, all generated, tested, and interpreted live.
Apply agentic AI across cash flow forecasting, liquidity management, working capital, FX and interest rate exposure, and treasury reporting. Every session pairs a short concept briefing with a hands-on build on the treasurer's own questions.
Build driver-based budgets, rolling forecasts, variance analysis and board-ready reporting packs using natural language prompts in Claude Code. Delegates move from raw actuals to a live FP&A model, tested, documented and ready for month-end.
Run forensic investigations, journal and payment testing, statistical red-flag detection, and financial statement fraud analysis, through Claude Code. You ask the question in plain English, the agent plans, codes, and reports, you review, interpret, and approve.
A structured path from AI-assisted Excel foundations through financial analysis to driver-based, AI-powered finance models, built entirely inside Excel with Claude generating and explaining every formula, lookup, and check.
Tell us who's coming and which programme, and we'll confirm dates, pricing and next steps by email.
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We build AI workflows for real business needs.
We combine AI with deep finance and analytics expertise.
Solutions fit your processes, data and team.
We help you move from AI ideas to working solutions.
Clarify the business problem, participant roles, current systems, data environment, governance context and expected outputs.
Configure the programme, cases, datasets, templates and demonstrations around the client's operating reality.
Facilitate practical learning with guided exercises, discussion, feedback and reusable workplace tools.
Support implementation through clinics, workflow guidance, model review, monitoring and agreed follow-up actions.
Talk to Hublyt about an in-house cohort, advisory assignment, AI agent project or annual learning partnership. We'll price it around your team and scope.