AI Workflows
Operational AI that actually runs.
Not chatbots. Not demos. Real workflows that replace real work — scoped, built, and shipped into your stack.
Most “AI strategy” ends as a slide deck. We ship a running system, train your team on it, and hand you the keys.
Engagement
Audit · Blueprint · Build · Train
Four phases, one continuous engagement. Most projects move from audit to live system in four to eight weeks.
01
Current workflow audit
We map every manual loop — what runs daily, what breaks, what's duplicated across tools. Output is a system diagram your team can read, not a slide deck.
02
AI implementation blueprint
We pick the three workflows where automation pays back fastest, define the inputs and outputs, and write the integration contract before touching a keyboard.
03
Build, integrate, and launch
Hands-on construction inside your stack. Cloud AI where latency and scale win; local AI when privacy or cost require it. Deployed, monitored, handed over.
04
Coach your staff for adoption
A working system nobody uses is a failed engagement. We run training sessions, write operator guides, and sit with the first week of live runs.
Where it pays back
What we deploy inside teams right now
Six starting points. Each is a fixed-scope engagement on its own, or a node inside a bigger command-center build.
- 01Lead intake + triage automation
- 02Proposal and follow-up workflows
- 03Content and publishing support
- 04Performance reporting loops
- 05Cold outreach systems
- 06Internal tool replacements
Deployment
Cloud where it wins. Local where it matters.
Model choice is a decision, not a default. We pick the smallest viable system — cloud for scale, local for privacy, on-device when offline operation matters.
Cloud
OpenAI · Anthropic · Google
For scale, speed, and frontier capability.
Local
Ollama · llama.cpp
For privacy, cost, and offline operation.
Hybrid
Router + fallback
When the right answer depends on the query.
Case study
What a full build looks like
FAQ
Answers before you commit
Request your free AI workflow audit.
One 45-minute call. One written audit. No obligation to proceed.