Turn messy operations into agent-ready systems.
Most companies bolt AI onto workflows that were never designed for it. The result is theater: more drafts, more pilots, no leverage. The fix starts with legibility: workflows structured enough for agents to execute real work, with human gates and evals where they matter.
AI pilots keep stalling for the same three reasons.
Demos that never become systems
Impressive prototypes die in handoff because nobody owns the workflow they were supposed to change.
Work that lives in people's heads
If an agent can't understand the workflow, it can't improve it. Undocumented handoffs are invisible to automation.
Tools everywhere, context nowhere
Scattered tools without a shared context layer force humans to stay the glue. Automation starts after legibility.
Start with a diagnostic, not a transformation program.
The Agent-Ready Diagnostic
A short, fixed-scope engagement that maps your highest-leverage workflow, scores it for agent-readiness, and hands you a build plan you own, whether or not the build happens here.
- Workflow map of one revenue-critical process: inputs, context, decisions, handoffs
- Agent-readiness score with the gaps that block automation today
- Bounded first build: one agent lane with human gates and eval checks
- ROI baseline so results get measured, not narrated
Four phases. Working software at every step.
Assess
Map the workflow, surface the bottlenecks, score agent-readiness. Days, not months.
Build
One bounded agent lane (first drafts, routing, triage) with human gates designed in.
Deploy
Into the real workflow, next to the people who run it. No parallel sandbox theater.
Measure
Evals and regression checks on every run. ROI in throughput and error rates, not vibes.
Measured outcomes, not testimonial wallpaper.
Engagement outcome metric - reference pending decision on anonymization.
Throughput / cycle-time result - engagement reference TBD.
Hours returned to the team weekly - engagement reference TBD.
Book a Diagnostic.
One call. Bring your messiest workflow and leave with a clear read on whether agents can run inside it.