Turn your most repetitive work into a factory that runs itself.
Darklight finds the one process eating your team, then builds a lights-out factory of AI agents to run it. 24/7, no humans in the loop. It starts with a fixed-scope audit.
A dark factory for your most repetitive work.
Your inputs flow in. Agents run the whole process end to end. Finished work flows out. Lights out, no humans in the loop.
Reads
Pulls every input and normalizes it.
Decides
Runs your rules and judgment.
Acts
Writes the output and ships it.
You know which work should run itself. Getting it built is the hard part.
Every team has one process that eats hours and never ends. Here is why it never actually gets automated.
Hire for it
More headcount for work a person should not be doing. Slow to hire, slow to ramp.
Outsource it
A BPO or contractors. Cheaper hands on the same manual process, not fewer hands.
Buy a generic tool
A chatbot or a no-code flow. Breaks on the edge cases, and nobody owns it.
Duct-tape it yourself
Your team wires up scripts between real work. It rots in six months.
From audit to lights-out.
Find the work worth automating
We map your operations and pick the one process bleeding the most hours. You get a build-ready blueprint. Fixed price, about a week.
Build the factory
We build 1 to 3 production agents that run the process end to end. Fixed price, agreed before we start a thing.
It runs without you
The factory runs 24/7 with every step logged. We hand it over, or we keep it running for you.
You see the whole factory before we build a thing.
Every engagement opens with the Blueprint. The process, the volume, the hours it eats, the agents we would build, and what it costs to run. Yours to keep, whether you build with us or not.
See nine factories we built- Company
- B2B FinTech · Series B · 60 staff
- Owner
- Theodora K., VP Operations
- Camplight
- Boris D., 14 yrs production systems
- Process
- Triage inbound credit applications, done by hand today.
- Reads every application and pulls the credit data.
- Scores it against your written policy.
- Auto-decides the clear ones, routes the rest.
- Logs every decision with its reasoning.
- About 70% handled with no human touch.
- Median decision under 8 seconds.
- Roughly 5 people of capacity freed.
Nine factories. Running in the dark.
Anonymized at client request. Each one runs a process that used to need people.
Then it just runs. While you sleep.
Once the factory is live, it runs the process around the clock. Every action logged, the odd exception surfaced for a human, you in control. This is one month in.
See the math- Process
- Triage inbound credit applications.
- Company
- B2B FinTech · Series B · 60 staff
- Mode
- Lights-out. No humans in the loop.
| Metric | Target | Live | Status |
|---|---|---|---|
| Handled, no human | ≥70% | 78% | Pass |
| Median decision | <8s | 5.4s | Pass |
| Exceptions surfaced | — | 2.1% | Routed |
About 5 people of capacity freed. The process runs without anyone watching it. Your team does the work only a human should.
Same work, three ways. One of them runs itself.
| Hire a person | Generic AI tool | Darklight factory | |
|---|---|---|---|
| Time to live | Weeks to hire and ramp | Live fast, breaks faster | Audit in a week, factory in weeks |
| What you get | One more salary | A brittle flow nobody owns | 1 to 3 agents, owned and logged |
| Runs when | 9 to 5, with sick days | Until it breaks | 24/7, lights-out |
| Cost | €50K+/yr, loaded | Cheap, then costly | Fixed audit, fixed build |
| Who fixes it | You hire again | You do | We do, or you keep the code |
Send us the process that's eating your team.
We reply with whether it's a fit for a factory, usually within a day. If it is, the next step is a fixed-scope audit. No SDR, no deck.
- A senior engineer reads this, not a bot.
- Fixed-scope audit. You keep the blueprint either way.
- No production access. Synthetic data is fine.
- Two builds a month. Limited slots.
Got it. We'll be in touch.
A Camplight senior reads this. Reply within 1 business day. If it doesn't fit, we tell you in two sentences and save you the call.
If you don't hear back, ping camplight.net/contact-us/.