FlowSentry
Detect workflow failure patterns and prepare an evidence-based operational digest.
Stack Python · n8n · Ollama
Fourteen public projects: four with source code you can read, and ten public prototypes. Each one says what its job is and where a person makes the decision.
Demonstrations use their own stated sample or replay data. A demonstration is separate from a customer deployment and its measured business results.
A client implementation starts with its own source systems, permissions, acceptance cases and operating owner. Those conditions are defined and tested before any production use.
Source projects link to their GitHub repository. Prototypes link to a demonstration where one is currently available.
14 projects
Detect workflow failure patterns and prepare an evidence-based operational digest.
Stack Python · n8n · Ollama
Classify support tickets and prepare knowledge-based drafts for human approval.
Stack FastAPI · SQLite · Streamlit
Explore a schema-aware analyst with a restricted, read-oriented SQL workflow.
Stack Python · DuckDB · Ollama
Turn documents into structured records with validation and explicit failure handling.
Stack Python · Pydantic · OCR
Turn a campaign brief into a ranked creator plan that stops at human review.
Demo link on request.
Propose culturally reviewed multilingual copy while preserving source meaning and approval.
Demo link on request.
Reconcile advertising, CRM, funnel, and collected-cash evidence before acting on a revenue signal.
Compare seller confidence with buyer evidence and dated commitments before a forecast decision.
Separate a useful creative signal from audience, placement, lag, and data-quality confounds.
Check campaign fit, rights, safety, history, budget, and concentration before selecting a roster.
Provide an inspectable gateway for replay, model access boundaries, and release evidence.
Exercise API contracts, evidence references, approval gates, and failure behavior across deployed examples.
Demo link on request.
Explore a historical forecasting baseline with ranges, cohort context, and input sensitivity.
Demo link on request.
Turn fragmented account evidence into a qualification decision and a human-reviewed action proposal.
Demo link on request.
A 30-minute call with Ahmad. Share the process, your current tools and the part that is getting stuck, and you leave with a plan. Any implementation is agreed separately.
Book a workflow mapping call