Agentic AI & LLM Systems Specialist

Creator Campaign Command

Five bounded roles turn a campaign objective and budget into an evidence-linked creator plan, then stop before outreach or spend.

Proof: LangGraph, FastAPI, 5 roles, 3 scenario shapes, objective-sensitive ranking, approval gate

Marketing Revenue Assurance

Ten bounded specialists reconcile advertising delivery, CRM state, funnel movement, and collected cash, then propose a recovery plan without changing any external system.

Proof: LangGraph, FastAPI, 12 of 12 golden scenarios, 31 tests, 81.93 percent coverage, 25 Postman assertions, signed serverless approval receipts, Docker and PostgreSQL acceptance

Source: Private implementation repository

Deal Rescue and Forecast Truth

Twelve bounded stages compare seller confidence with exact buyer language, stakeholder coverage, and dated commitments, then stop at a sales manager decision.

Proof: LangGraph, FastAPI, 12 of 12 golden deal states, 53 tests, 83.97 percent coverage, 28 live Postman assertions, PostgreSQL checkpoint restart proof, 0 external mutations

Source: Private implementation repository

Creative Learning OS

Eleven bounded stages separate attributable creative signal from sample, audience, placement, funnel, lag, fatigue, and data-quality confounds, then stop before publishing or changing spend.

Proof: LangGraph, FastAPI, 13 of 13 golden scenarios, 68 tests, 82.76 percent coverage, 18 evaluation measures, 34 production Postman assertions, PostgreSQL checkpoint restart proof, 0 platform mutations

Source: Private implementation repository

LanguageMix Studio

Timed English scripts become distinct Urdu, Roman Urdu, or Arabic review packages with voice register, safety checks, and native-language approval.

Proof: FastAPI, 3 source scenarios, 3 locale routes, 3 registers, 27 meaningful combinations

Agentic Systems Evaluation Lab

A live black-box evaluator tests deployed systems for contracts, evidence, approval gates, boundaries, idempotency, and latency.

Proof: 3 target systems, 7 weighted checks, 4 baseline and fault scenarios, arbitrary URLs blocked

Content Performance Forecaster

A reproducible historical baseline returns forecast ranges, confidence, cohort fallback, and input sensitivity before publication.

Proof: 500 licensed records, 400 training rows, 100 holdout rows, versioned ridge models, no LLM claim

Revenue Signal Graph

Seven bounded agents convert fragmented account evidence into an explainable qualification, speed-to-lead decision, and human-reviewed action proposal.

Proof: LangGraph, FastAPI, PostgreSQL path, 12 of 12 golden scenarios, 31 tests, 85.30 percent coverage, 18 Postman assertions, $0 replay inference

Source: Private implementation repository

Creator & Talent Campaign OS

Twelve bounded stages test audience authenticity, campaign fit, conflicts, rights, safety, historical evidence, budget, and concentration, then stop at a campaign manager decision.

Proof: LangGraph, FastAPI, 13 of 13 golden scenarios, 70 tests, 85.38 percent coverage, 18 evaluation measures, 34 production Postman assertions, PostgreSQL checkpoint restart proof, 0 external writes

Source: Private implementation repository

Agentic Systems Gateway

A deterministic policy gateway gives nine deployed systems free replay, visitor-owned NVIDIA NIM or OpenRouter access, signed receipts, and an evidence-qualified evaluation registry without exposing an owner-funded model key.

Proof: FastAPI, fixed provider allowlist, HMAC receipts, 85 tests, 18 of 18 evaluation measures, 40 production Postman assertions, PostgreSQL restart proof, persistent themes, 0 production 5xx

Source: Private implementation repository