Hard problems
get three reasoners.
A senior team never works a hard problem in one head. It splits along the lines that matter, then argues until the pieces agree.
Signal
A · reads the signal
Sorts a real fault from a noisy KPI, the way an engineer ignores the alarm that always cries wolf.
History
B · reads the past
Weighs what the fix cost last time, and whether it held.
↳ checks the signal against the last time
Risk
C · reads the risk
Bounds what a change can break. A single neighbor cell, or half the region.
↳ weighs what history cost
↳ stress-tests the read
None of them acts alone. When the three reads conflict, the problem escalates. Nothing executes.
They build it
together.
Three specialists draft one change order, live.
Pulling the fault history. This signature has a twin from last winter.
Confirmed. One sector, nothing upstream. Writing the cause.
Same blast radius as the winter fault?
Then the bound is one sector, auto-rollback armed. Writing it in.
Window opens at 02:00, no crew on the floor. Writing the schedule.
Carrier fault on cell 4417. Same signature as the winter incident.
One sector exposed. Auto-rollback armed if KPIs regress.
Tonight, 02:00 to 02:40. No crew on the floor.
K. Tanaka · Ops Lead
The agents write the order. The signature is never theirs.
Pick a vertical.
Watch it work.
The council drafts the fix. Now watch a full run, from first signal to sign-off.
Chapter 01
The spike
A quiet Tuesday spike crashes a sector during evening peak. D/fault pulls the history (what worked before, what didn't, who fixed it last time) before the first alert escalates.
Chapter 02
The war room
Marcus runs the war room with a team of senior engineers who never sleep. Root-cause hypotheses, the vendor's own runbook, and load-balancing options are on the table in minutes.
Chapter 03
The fix
A live heatmap surfaces. D/fault drafts the parameter change with full lineage, ready for change management. Marcus approves, and the sector settles within minutes.
Why our agents earn the keys.
Domain Fine-Tuning
Trained on your tickets, runbooks and post-mortems, not a generic model's guess.
Knowledge Graphs
Your specs and tribal knowledge, in one graph you can query.
Compounding Memory
Fix something at 2am and the whole fleet knows the pattern by morning.
Governance & Trust
Every decision logged and replayable. The trail an auditor will actually accept.
The platform.
One scan.
For investors and operators
Autonomous operations is the category. We're defining it.
- Live in telecom and semiconductor, not demos
- Moat: every deployment compounds, agents get smarter on the customer's own data
- Next: energy and defense
Your best engineer, multiplied, never off shift.
- Pilot in weeks, on one painful workflow
- Your data never leaves your perimeter
- Every action logged and approvable
Make autonomy
your d/fault.
Tell us what's breaking. We'll reply within 24 hours.