Content systems for ambitious media teamsNew York · Remote across the U.S.
Services

Build the system around the content you actually ship.

Our engagements combine strategy, model training, content design, governance, and team enablement. We can improve one production lane or design an integrated cross-channel system.

01 · Discovery

Workflow architecture & AI readiness

We map source material, recurring tasks, channel requirements, reviewers, handoffs, and risk points before recommending automation.

  • Content operations audit
  • Use-case prioritization by effort and value
  • Data and reference-material inventory
  • Implementation roadmap with ownership
02 · Training

Brand language systems

We turn voice guides and past work into structured instructions, approved examples, rejection patterns, and scoring criteria.

  • Voice, vocabulary, and audience rules
  • Editorial boundaries and compliance notes
  • Few-shot example libraries
  • Review rubrics for consistency and accuracy
03 · Social

Social publishing engines

From monthly themes to individual captions, we design channel-aware workflows that stay aligned to campaign objectives.

  • Content pillar and calendar generation
  • Hooks, captions, CTA logic, post variants
  • LinkedIn, Instagram, Facebook, X, TikTok workflows
  • Approval-ready batch production
04 · Images

AI visual production systems

We define aesthetic direction, composition rules, prompt patterns, references, and QA for repeatable visual output.

  • Campaign and lifestyle concepts
  • Thumbnail and social graphic variations
  • Product consistency and exclusion rules
  • Asset naming, sizing, and export conventions
05 · Video

Short-form video & repurposing

We connect ideation, scripting, edit planning, captions, and reuse so long-form source material turns into publishable short-form packages.

  • Concepts and hook banks
  • 30–90 second scripts
  • Shot lists, B-roll briefs, edit notes
  • Clip extraction and platform adaptation
06 · Enablement

Team training, playbooks & governance

We make the system teachable: operators know what to input, reviewers know what to check, and managers know when to retrain.

  • Live role-based workshops
  • Standard operating procedures
  • Quality checkpoints and escalation rules
  • 30 or 60-day optimization support
FAQ

Questions we hear before a pilot.

Usually no. Most clients get better economics by adapting leading models with structured instructions, examples, retrieval, evaluation, and workflow logic. Custom fine-tuning can be considered when the use case justifies it.
Yes. We can design around tools your team already uses when they fit the requirements, or recommend a simpler stack where needed.
A focused pilot can begin with a practical set of approved examples, brand guidance, product information, and reviewer feedback. Larger systems benefit from more structured historical content.
Project-specific ownership is defined in the service agreement. In a standard engagement, clients receive the custom operating materials and content deliverables after full payment, while our pre-existing methods and reusable tools remain ours.

Start with one workflow. Prove it on real content.

Plan a pilot →