Most AI stops at the demo. I ship the rest.
AI implementation and deployment for regulated industries. Data pipelines, knowledge search, task-specific agents, workflow automation, and autonomous dark factory systems.
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# Dark Factory Harness — aktagon.com
# Every agent call is scoped. No exceptions.
agent:
medication-extractor
version:
3.1.0
input:
type:
discharge_summary
schema:
schemas/discharge.json
max_size_kb:
512
model:
id:
claude-haiku-4-5
pinned:
true
temperature:
0
max_tokens:
1024
output:
schema:
schemas/medication-change.json
validate:
strict
tools: []
# extract only — no side effects
approval_gates:
- trigger:
dose_reduction
route_to:
${CLINICIAN_WEBHOOK}
- trigger:
medication_stop
route_to:
${CLINICIAN_WEBHOOK}
- trigger:
new_medication
route_to:
${PHARMACIST_WEBHOOK}
audit:
log_input_hash:
true
log_model_version:
true
log_decision:
true
destination:
audit.aktagon.internal
# The agent thinks freely.
# The harness doesn't.