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AI Services

From $500Advisory: $200/hr, or 5-hour block at $175/hr ($875/mo)

AI readiness, implementation, training, and custom agent systems designed to drive measurable business outcomes.

Operating-system mark · indigo bindu

Operating-system mark · indigo bindu

What this solves

  1. 01Unclear AI priorities and tool selection
  2. 02Low team confidence in real-world AI usage
  3. 03No governed architecture for AI agents

Three layers, one agent stack.

Anatomy

Three layers, one agent stack.

Every agent we ship is a combination of a model, an ability layer, and the surface it runs on.

Model
Claude, GPT, Gemini, and local open-source weights. The brain. We pick per job and keep the cost curve honest with caching and batching.
Ability
Retrieval, memory, tool use, voice, and vision. The body. What the agent can read, recall, call, hear, and see inside a bounded loop.
Surface
Web, MCP servers, email, phone, CRM, and Notion. The environment. Where the agent meets your customers, your team, and your systems of record.

What you get

Readiness assessment and opportunity map
Setup and integration of AI stack
Training, guardrails, and deployment plans

How the engagement runs

Click any phase to see what ships

Proof

  • Agent systems with explicit escalation rules
  • Training frameworks that reduce AI misuse

Recent work, sampled

3 artifacts
Agent run receipt
Tool-call transcript
MCP server dashboard

Breadth and depth

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

Lab programs

Anthropic

User research and early-access programs.

OpenAI

User research and beta programs.

Google

Early access to AI product programs.

Perplexity

Insider programs and feedback cycles.

Why this matters

Principles

Model, harness, environment

Most AI work confuses the three. 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.

Diagnose before you prescribe

Until we see the actual failure happen, we are guessing. Logs, traces, and receipts beat opinions. The fix usually sits one layer away from where the symptom showed up.

Start tight, expand on receipts

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.

6 options

Packages

Pick one to start. We can resize or combine later if the work calls for it.

AI Readiness Assessment

$500 one-time

Businesses exploring practical AI adoption

1 week

  • 90-minute discovery session
  • Current workflow and tooling review
  • AI opportunity map
  • Prioritized recommendations report

AI Setup & Configuration

$1,500–$3,000 one-time

Teams ready to implement AI tools with expert setup

1–2 weeks

  • AI tool selection and setup
  • Integration with current stack
  • Prompt engineering and workflow configuration
  • Documentation and walkthrough

AI Training & Enablement

$2,000–$4,000 one-time

Organizations that want team confidence and repeatable adoption

2–3 weeks

  • Custom training curriculum
  • Live workshops
  • Hands-on exercises
  • Prompt library and references
  • 30-day follow-up support

Starter Agent

$3,000–$5,000 one-time

Businesses needing one focused production agent

2–3 weeks

  • Single-purpose agent (intake, FAQ, scheduling)
  • Connection to 1–2 data sources/tools
  • Deployment and launch support
  • Testing and refinement

Pro Agent

$7,500–$12,000 one-time

Teams requiring multi-step reasoning and integrations

4–6 weeks

  • Multi-tool AI agent
  • Knowledge base ingestion and retrieval
  • Automation triggers and guardrails
  • Analytics dashboard

Agent System

$15,000–$25,000+ one-time

Businesses scaling AI across multiple workflows

6–10 weeks

  • Multi-agent orchestration
  • Cross-platform data pipelines
  • Human-in-the-loop approval workflows
  • Ongoing tuning and advisory option

Ready to scope ai services?

Thirty-minute working call. You leave with a direction, fit or not.

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