Built across domains. Named when clients say so.
Five prior projects, described as patterns rather than case studies. Client names and screenshots appear when clients approve; until then each entry says what was built, what was checked and what it ran on.
- Finance and tax · a US software company, since 2024Talk to your data: plan, query, chart, report
An analyst that takes a plain question, plans the steps, writes and runs the query, renders the chart and writes the report, live. Built multi-tenant on Databricks with a report flow that waits for a person; hosted in production today.
Measured
Whether the plan, the query and the chart answer the question that was asked, and whether the report reads from the numbers it ran. The figures are the client's to publish.DatabricksPlanner agentSQL over the client's dataChart rendererReport writerMulti-tenant
- Engineering platforms · internalAgentic GraphRAG retrieval: graph traversal plus vector search
A retrieval agent that fuses graph traversal with vector search and decides, question by question, when to walk the graph. Built as an internal repository; the retrieval code is ready to adapt to a client's documents.
Measured
Answer correctness on multi-hop questions with the graph on against the graph off, which is the comparison this pattern exists to win.Graph traversalVector indexRetrieval agent
- Professional services · a data-and-AI consultancyDocument digitisation: extraction and transcription from scans
A pipeline that takes scanned PDFs and images, transcribes them, extracts structured fields and chunks the text for retrieval. It is the extraction pipeline the GST reconciliation, contract and knowledge-vault demos are built on.
Measured
Field-level extraction accuracy against ground truth. The figures are the client's to publish.OCRPDF and image pipelineStructured extractionChunker
- Operations and supply chain · a data-and-AI consultancyAgentic process discovery over P2P and O2C event logs
A platform that mines ERP event logs for procure-to-pay and order-to-cash, reconstructs the real process with its variants and bottlenecks, and reasons over the mined statistics rather than raw text to rank where automation would pay off. Golden event-log sets for both processes exist alongside it.
Measured
Checked against the golden P2P and O2C event-log sets: whether the mined process and its bottlenecks match what was seeded. The figures are the client's to publish.Process miningEvent-log normalisationAgents over mined statisticsP2P and O2C golden sets
- Engineering platforms · a US software company, since 2024End-to-end QA automation for an AI product
An end-to-end test suite that drives the product in a real browser through scripted flows, so a change to a prompt or a model is checked against what already worked. It is the regression case the Regression Gate product grows from.
Measured
Pass or fail per scripted flow on every run, and whether a prompt or model change broke something that used to pass.PlaywrightEnd-to-end test suites