Hands-on across the stack.
Frontier-lab models, open-source weights, local inference. Agents, MCP, orchestration. Voice, image, video, audio, code. Production work in each, picked deliberately per task.
Breadth and depth
Eleven areas where we have shipped production work. Open any row to see the sub-areas, the tools we use, and where the depth actually lives.
No single-modality blinders. We pick the modality that matches the job, run it end to end, and keep the receipts. Everything below has shipped in a real client context or on our own stack.
Text and reasoning
Long-context synthesis, extraction, classification, agentic planning.
- Claude Opus 4.6
- GPT-5.4
- Gemini 2.5 Pro
Voice
Inbound triage, outbound follow-up, real-time transcription into structured handoffs.
- Mic capture + diarization
- Intent extraction
- CRM handoff
Image
Brand imagery, product renders, and vision tasks used inside agent loops.
- Generation
- Vision input for agents
Video
Short-form clips, edits, and synthetic b-roll. Review pipelines with human sign-off.
- Short-form generation
- Cut-and-caption workflows
Audio and music
Voiceover, podcast-style audio, music beds for ad creative.
- Voice cloning (consented)
- Music beds
Code
Generation, refactor, test, and review loops running inside agent harnesses.
- Claude Code
- Codex
- Cursor
Avatars and 3D
Talking-head avatars and 3D scene assets for pitch and sales material.
- Talking-head avatars
- 3D scene assets
Operator background, applied to AI.
Biomedical engineering and enterprise sales
Started college in biomedical engineering. Carried the lab habits forward: measure before you move, instrument everything, keep the protocol tight.
Sales and operations at scale
Eight years running the full sales motion inside a public company. Saw the systems behind enterprise selling, the pace of operations, and where most enterprises lose execution.
Multiple businesses across services and software
Started, built, and operated companies across marketing, software, and AI. Direct exposure to every layer of running a business, from intake to payroll to shipped product.
AI-first agency, founder-led
An agency built around agents from day one. Founder-led delivery for small and mid-sized businesses in the Lehigh Valley and nationwide by remote.
Lab programs and user research.
We participate in early-access and user-research programs run by these labs. Not a partnership claim, an operational reality.
Anthropic
User research and early-access programs.
OpenAI
User research and beta programs.
Early access to AI product programs.
Perplexity
Insider programs and feedback cycles.
Picking the right tier for the job.
Most AI work confuses the model with the harness with the environment. The model is the brain, the harness is the body, the environment is the world it operates in. Most failures live in the harness or the environment, not the model.
We diagnose before we prescribe. Until we see the actual failure happen, we are guessing. Logs, traces, and receipts beat opinions.
Less is more with agents. The smaller the surface area, the more reliable the loop. We start tight and expand only when the receipts justify it.