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Systems running in production today

We automate the work you shouldn't be doing.

We build custom systems that take repetitive work off your team — reporting, research, follow-ups, data entry — and keep them running every day, on their own.

30 min · no pitch · you keep the written plan either way

a client's pipeline, unattendedrunning
06:00Source 240 accounts matching the ICPdone
06:08Research each one, enrich against 6 sourcesdone
06:31Draft a first line specific to each accountdone
06:44Score and drop 61 poor-fit accountsdone
07:02Classify overnight replies: 4 interested, 2 laterdone
09:00Founder opens the inbox. Four conversations waiting.

Ran unattended overnight. No one touched a spreadsheet.

350K+

exam questions generated across a course library at Koenig Solutions

5,000+

accounts researched and enriched, unattended, at Koenig Solutions

Live

GPS-verified daily store checklists, in pilot for Super Donuts since May 2026

The problem

You have tried the tools. The work is still done by hand.

the same job, today6 manual handoffs
POS exportsomeone's laptopWhatsAppa spreadsheetanother spreadsheetowner asks again
pipeline

Outbound is one person, fifty emails, and a spreadsheet.

a rep's whole week
knowledge

Answers buried in ten thousand documents. Search finds keywords.

asked and re-answered daily
throughput

Output at a volume you cannot hire for.

the ceiling on growth
reporting

Three hours a day compiling numbers that already exist.

every single morning

Selected work

Systems in production, running unattended

In production for our clients

Super Donuts · Multi-outlet F&BLive pilot
GPScheck instampedcapturehead officereviewor returnapprove

Built at Koenig Solutions

Edtech · retrieval350K+ questions
8,000coursesindexretrieveLLMgenerate350K+questions
B2B · outbound5,000+ accounts
ICPsource6 sourcesenrichper accountwriterepliestriage
Sales opsFixed-scope build
inboundrequestdraftedquoteautofollow uproutedrep

The output

What a daily sheet can look like

daily-pulse · 12 Aug
Net sales, yesterday₹5,53,100+3.4% vs last Tue
Reconciled100%cash · UPI · card
Compiled by06:22unattended
Outlet performance
OutletNet salesΔStatus
Koramangala₹1,42,800+8%on target
Indiranagar₹1,18,240+2%on target
HSR Layout₹96,110−11%below target
Whitefield₹1,07,650+5%on target
Jayanagar₹88,300−14%below target
Last seven days
MonTueWedThuFriSatSun

Saturday peak — staffing flagged for review.

An illustration of the kind of daily sheet we build. Sample figures and outlet names, not a client's.

The deal

Half up front. The rest only when it works.

We agree the scope and the number at the audit, before anything is built. Half is due to start; the balance only once the system has run correctly for fourteen days in a row. If we can't deliver what we scoped, the deposit comes back.

  • Fixed before it startsThe audit sets the scope and the price. No hourly billing and no surprise invoices — if you add to the scope later, we price it and you agree it before anything is built.
  • Fourteen days of proofThe balance falls due after two weeks of correct running, not on handover.
  • Built in your accountsYour credentials, your database, your workspace. We never hold the keys.
  • Documented for anyoneA runbook covering what runs when, what it touches, and how to stop it.

If you stop working with us tomorrow, nothing stops working — and any competent developer can pick it up from the documentation.

Fit

When this is worth doing — and when it isn't

Worth doing
  • You are already running: real customers, real volume, a team feeling the load
  • You can name the process that is breaking
  • The work happens often enough that removing it changes someone's week
Not yet
  • Pre-launch and still deciding what the product is — automation is not your bottleneck yet
  • The process changes every time it runs, so there is no pattern to build against
  • You want someone to pick the tools and hand you a strategy deck

Questions

The things people actually ask

What happens if it breaks after handover?

Every workflow ships with error handling, retries and alerting, so we find out before you do. Anything that breaks in the first fourteen days we fix regardless — that is the acceptance window, and the balance is not due until it runs clean. After that, fixing breakage in what we built is covered for as long as the monthly is running, and is never billed as new work.

What if you become unavailable?

Everything runs in your accounts, on your credentials, with a written runbook. Nothing is hosted with us and nothing depends on a key only we hold. If we vanished, your systems would keep running and another developer could take over from the documentation.

We already have some automations in Zapier, Make or spreadsheets. Can you fix those?

Often yes, and it is usually cheaper than starting again. The audit will say plainly whether the existing setup is worth repairing or worth replacing.

Whose accounts and credentials does this run on?

Yours. We work inside your workspace and your API keys throughout. You can revoke our access at any point without anything stopping.

How is this priced?

A fixed build price agreed at the audit — half to start, half after fourteen days of correct running — then a monthly amount covering running it, monitoring it and maintaining it. The API and hosting run on your own accounts and bill to you directly; the audit tells you what that should cost before you commit. Priced on the outcome, never on hours. You have the number before anything is built.

Do we have to commit to the monthly?

No. You can take the build, the documentation and the credentials and run it yourself. The monthly exists because most clients would rather someone else watched it.

Who actually does the work?

The people who map your workflow are the people who deliver the system — there is no handover to a team that never spoke to you. We use AI tooling heavily for implementation, which is why this costs a fraction of an agency build and ships in weeks rather than quarters. What we are accountable for is that it works, that it is documented, and that it is yours.

Who builds it

We start by learning how your operation actually runs, then build the smallest system that takes the work off your team.

Vaibhav Aggarwal

Founder · vaibhav@ergara.com

Previously built retrieval, question-generation and outbound systems at Koenig Solutions.

Built with

Clauden8nPythonConvexPostgrespgvectorApifyGoogle Workspace

Find out what you shouldn't be doing.

30 minutes, no pitch, and a written plan you keep either way.

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