Portfolio

Production AI systems.

A curation of deployed AI systems, each representing a specific constraint in scalability, reasoning, or automation solved through strict engineering execution.

Stockpile screenshot
Agentic InventoryLive Build

Stockpile

The ImpactShip inventory automations safely at scale with budget control built in.

Architectural Approach

  • Validate every write path
  • Gate AI actions by rules

Build Notes

Fail-closed outputs, auto-repair, async processing for long jobs.

Next.jsTypeScriptFastAPIPythonPostgreSQLUpstash RedisVercel EdgeTogether AI
Commercial Proposal Engine screenshot
Enterprise Sales AILive Build

Commercial Proposal Engine

The ImpactProduce finance-grade proposals with consistent ROI logic and clean structure.

Architectural Approach

  • Separate math from drafting
  • Enforce schema and template

Build Notes

Spend caps, retries, strict parsing for repeatable exports.

Next.jsTypeScriptTailwind CSSFastAPIPythonPydanticUpstash RedisTogether AI
Cognitive Security Engine screenshot
Risk & Compliance AILive Build

Cognitive Security Engine

The ImpactTurn contracts into clause-level risk signals and edit-ready recommendations.

Architectural Approach

  • Anchor findings to clauses
  • Score worst-case exposure

Build Notes

Traceable outputs, safe degradation, throttling for resilience.

Next.jsTypeScriptTailwind CSSFastAPIPythonPydanticUpstash RedisTogether AI
Sentinel screenshot
Energy IntelligenceLive Build

Sentinel

The ImpactGet instant answers from live energy telemetry, ready for action.

Architectural Approach

  • Convert questions to queries
  • Return verified aggregates

Build Notes

Aggregates computed server-side, spend controls enforced before runs.

ReactTypeScriptRechartsFastAPIPythonPostgreSQLTimescaleDBRedisTogether AI
Blackletter screenshot
Legal Tech AILive Build

Blackletter

The ImpactGenerate cited legal memos with traceable source support.

Architectural Approach

  • Pull primary sources live
  • Link every claim to authority

Build Notes

Authority separated from analysis for fast review and auditability.

ReactViteTypeScriptFastAPIPythonCourtListener APIUpstash RedisTogether AI
MedIntel screenshot
MedTech ResearchLive Build

MedIntel

The ImpactProduce structured clinical briefs from live PubMed retrieval.

Architectural Approach

  • Force structured extraction
  • Enforce rate and spend caps

Build Notes

SpaCy extraction with deterministic fallback for stable outputs.

ReactViteTypeScriptFastAPIPythonSpaCyNCBI E-UtilitiesRedisTogether AI
Clearworth screenshot
Financial IntelligenceLive Build

Clearworth

The ImpactExecute finance actions from natural language with auditable calculations.

Architectural Approach

  • Interpret intent into actions
  • Compute totals deterministically

Build Notes

Anti-loop safeguards and spend caps for predictable automation.

Next.jsTypeScriptDexie.js (Local-First)FastAPIPythonscikit-learnProphetSQLiteTogether AI
Highground screenshot
Market IntelligenceLive Build

Highground

The ImpactConvert competitor websites into structured intel your team can use.

Architectural Approach

  • Extract fields first
  • Route tasks by complexity

Build Notes

HTML cleaning pre-model, schema-checked output, quota enforcement.

Next.jsTypeScriptNode.jsExpressCheerioWebSocketsRedisTogether AI
Arcadia screenshot
EdTech InfrastructureLive Build

Arcadia

The ImpactGenerate lesson plans that follow pedagogy constraints at scale.

Architectural Approach

  • Apply pedagogy rules upfront
  • Enforce payload and rate limits

Build Notes

Validation schemas and safety limits for deployment-grade reliability.

Next.jsTypeScriptTailwind CSSFastAPIPythonCustom Agent RoutingRedisTogether AI
Brand Strategy Engine screenshot
Identity ArchitectLive Build

Brand Strategy Engine

The ImpactTurn brand inputs into differentiated positioning and usable writing rules.

Architectural Approach

  • Map competitors and tradeoffs
  • Output rules as structure

Build Notes

Schema checks and sanitizers keep output consistent across surfaces.

Next.jsTypeScriptTailwind CSSFastAPIPythonPydanticUpstash RedisTogether AI