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KeklikTechnologies

Data · Automation · Systems

Get the data.
Automate the work.
Own the system.

The unglamorous middle of a business — where data lands, work happens, and records live.

We do three things for companies that run on data: pull it from the platforms it lives on, automate the work that happens next, and build the software your team opens every morning. Small team, and you talk to the engineer building it.

Start a projectHow we work
Plate 01 · stack
  1. Sourcesexternal

    The web, documents, devices, and the systems you already run.

  2. Extractioncapability 01

    Managed scraping into a schema that does not drift between runs.

  3. Automationcapability 02

    Bounded agents and workflows, evaluated before they touch anything.

  4. Systemscapability 03

    The operational software your team actually works in each day.

  5. Operationsyours

    Decisions, reporting, and the work itself — which stays yours.

Where the three capabilities meet

What we do

Three things, done properly.

Buy one or all three. Most clients start with data and add automation once the feed has proved itself.

01

Data extraction

The data you need, from the platforms it lives on.

Managed web scraping — property, marketplaces, directories, reviews, search, news, and social — delivered as clean records on your schedule.

PlatformsLinkedInGoogleLeboncoinIdealistaAutoScout24Trustpilot+26 more
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02

Automation

A process that runs itself — and says so when it cannot.

Agentic AI and workflow automation, built to survive production: bounded, evaluated, observable, and reversible.

Services and templatesReview responseLead enrichmentCandidate sourcingContent operationsDocument intakeSupport triageEstate audit
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03

Systems

Software shaped to one organisation's actual operations.

Custom operational software — school, clinic, venue, and production management — built around how the work is really done.

SystemsSchoolsClinicsVenuesProduction
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What arrives

Decisions, not rows.

Collection is the cheap part. What we deliver is cleaned, deduplicated, checked, and summarised at the level you decide at — the same output our automation then acts on. This one is a real run from last week.

Worked sample · real data

Dentists, central Chicago

  1. Rows collected143
  2. Unique places−43100
  3. Open for business−199
  4. Practices−693
48
Verified contacts
40/93
Book online
15
On the shortlist
Google Maps · collected 30 Sep 2026 · cleaned by Keklik
How the cleaning works

Practice brief

Dentists, central Chicago

30 Sep 2026
93 practices

  1. 01

    Online booking is the gap. 40 of 93 practices take appointments online. In Heart of Chicago and Armour Square it is 1 of 16.

  2. 02

    A ready shortlist. 15 practices are well reviewed — 4.5★ or better on 100+ reviews — and still take no online bookings.

  3. 03

    One area runs hot on complaints. On the Near West Side 28% of all reviews are one-star, against 4% in the Loop.

AreaPracticesBook online1★ share
Chicago Loop1510/154.1%
South Loop1510/154.0%
South Side125/128.4%
Near West Side112/1128.2%
Heart of Chicago81/84.9%
Armour Square80/813.7%
West Loop53/53.2%
Pilsen53/52.6%
South Lawndale41/48.3%

Shortlist of 15 attached · 48 verified contacts

Why teams pick us

No account managers, no lock-in.

Four things clients tell us are different about working with a small engineering team rather than an agency.

01

You talk to the engineer

The person who scopes your project is the one who builds it. No account layer, no questions relayed through somebody who has to check.

02

Written scope, agreed price

You know what gets built and what it costs before anything starts. The same document is what we get judged against at the end.

03

It keeps working

Platforms change without warning. Noticing that and fixing it is part of the service, not a change request with a new invoice.

04

You own all of it

Data, schemas, documentation, and source code. Staying with us should be a decision you keep making, not one you cannot reverse.

Want the longer version — how projects are scoped, priced, and handed over?

How we work

Blog

Recent writing.

All articles
24 Mar 2026 · 3 min

The spreadsheet is the specification

The document a team maintains by hand is a more accurate description of how an organisation works than any requirements gathering will produce. Read it first.

2 Mar 2026 · 4 min

The step that should not be an agent

Most automation projects fail on the steps where a model was used to do something an if-statement would have done better, cheaper, and identically every time.

17 Feb 2026 · 4 min

Why your scraper returns fewer rows every month

Extraction rarely fails loudly. It degrades, keeps returning data, and the loss only becomes visible once somebody makes a decision on the thinner version.

Next step

Tell us what is not working.

Send the problem, not a specification. We will tell you whether it is a data problem, an automation problem, a software problem, or none of the three — and we will say so if we are the wrong people for it.

Start a projectRead the approach