ergara
Custom AI systems and automation

We automate the work you shouldn't be doing.

We look at how your operation runs first, then build the system that takes the repetitive work off your team, whether that's the morning report, prospect research or chasing follow-ups.

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

an outbound morning, illustratedexample
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.·

An illustration, not a client's data. This is the shape of what we build.

350K+

technical questions generated across 1,500+ courses at Koenig Solutions

5,000+

prospects searched, enriched and segmented at Koenig Solutions

Live

GPS-verified daily store checklists, in pilot at one Super Donuts outlet 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 working through 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

Someone spends every morning compiling numbers that already exist.

every single morning

Selected work

Selected systems and prior work

Delivered and run by Ergara

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

Built at Koenig Solutions

Edtech · generation350K+ questions
1,500+coursesLLMgenerateconsistencycheck350K+questions
Edtech · retrieval8,000+ courses
8,000+coursesmaterialsindexsearchretrievesupportanswers
B2B · outbound5,000+ prospects
prospectssearchsegmentenrichper accountwriterepliesclassify
Sales coordination
inboundleadtrainerassigntime zonesproposelivedashboard

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 before anything is built.
  • Fourteen days of proofThe balance falls due after two weeks of correct running, not on handover.
  • No lock-inHandover is possible, so you are not tied to Ergara to keep the system going.
  • Documented for anyoneA runbook covering what runs when, what it touches, and how to stop it.

If you stop working with us, another competent developer should be able to continue from the documentation.

Fit

Who this is for

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
  • You're pre-launch and still deciding what the product is. Automation isn't 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

Common questions

What happens if it breaks after handover?

Every workflow can include error handling, retries and alerts, so failures are easier to spot. Anything that breaks in the first fourteen days we fix regardless. That's the acceptance window, and the balance isn't 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?

Every system is documented and can be handed over. If we became unavailable, another competent developer should be able to continue 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.

How is this priced?

A fixed build price, agreed at the audit. Half is due at the start and half after fourteen days of correct running. After that there's a monthly fee for running, monitoring and maintaining it. The audit tells you what running costs, such as API usage and hosting, should be 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. Handover is possible, and you can run it yourself from the documentation. The monthly exists because most clients would rather someone else watched it.

Who does the work?

The people who map your workflow are the same people who build the system. There is no handoff to a delivery team that never spoke to you. We use AI-assisted development to move faster, but the standard stays the same: the system must work reliably and be documented.

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

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