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chilaquil

Custom AI for businesses Your processes, run by AI. Under your control.

We build custom agents, automations and models that connect to your systems, work with your data and hand off to your team when it matters.

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Assessment
$0
AI modules
6
Reply time
< 24 h
agent://accounts-payableSample run
Illustrative example of an accounts payable agent: it receives a batch of invoices, reads the CFDI files, validates the tax ID and status with the SAT, reconciles against purchase orders, sends a price mismatch to human review and, once approved, posts the entry to the ERP.

Connects to what you already use

  • ERP
  • CRM
  • WhatsApp Business
  • Company email
  • SAT · CFDI
  • SQL databases
  • Spreadsheets
  • Custom APIs
01 / Solutions

Six modules. Zero off-the-shelf solutions.

Each module is designed around how you actually operate and combines with the others. You decide what to automate first; we measure whether it paid off.
  • M-01

    AI agents for operations

    They run complete tasks —capture, validate, follow up— and escalate to a person when something doesn’t add up.

    In →
    emails, tickets, orders
    Out →
    tasks resolved and logged
  • M-02

    Document automation

    Reading and validating CFDI invoices, contracts and case files, with traceability for every extracted field.

    In →
    XML, PDF, scans
    Out →
    validated data in your system
  • M-03

    Knowledge assistants

    They answer with the source cited, drawing on your manuals, policies and internal knowledge bases.

    In →
    manuals, policies, wikis
    Out →
    answers with references
  • M-04

    Predictive analytics

    Models trained on your history to anticipate demand, risk or churn, explained in business language.

    In →
    sales, inventory, collections
    Out →
    forecasts and alerts
  • M-05

    AI inside your systems

    We connect models to your ERP, CRM and WhatsApp so AI works where your team already works.

    In →
    your current systems
    Out →
    the same systems, more capable
  • M-06

    AI-powered digital products

    Web platforms and mobile apps with AI at their core, built with the same engineering discipline as always.

    In →
    a product idea
    Out →
    web and mobile in production
02 / Method

A delivery pipeline, not a black box.

  1. Diagnosis

    We map processes, data and systems to find where AI delivers a measurable return.

    Output: opportunity map + business case

  2. Prototype

    We test with your real data and measure accuracy before investing in scale.

    Output: working prototype + metrics

  3. Production

    We integrate with your systems with security, monitoring and access control from day one.

    Output: live solution + documentation

  4. Operation

    We measure, tune and expand. Production support during business hours, with priority on critical incidents, and improvement every cycle.

    Output: periodic reports + roadmap

03 / Control

Full control. Zero black boxes.

Every solution ships with an explicit operating policy: where the data lives, who approves what and how it is audited. No fine print.

Per-user licenses
0
Of the code is yours
100%
operating-policy.ymlRead only
  1. deployment: your_cloud | private_infrastructure
  2. data: stays_under_your_control
  3. human_review: on_for_critical_decisions
  4. audit_log: every_action_traceable
  5. evaluation: continuous_with_your_real_cases
  6. ownership:
  7. source_code: client
  8. models: client
  9. documentation: complete
  10. # no hidden dependencies, no per-seat licenses
04 / Use cases

What it looks like in your operation.

Three illustrative scenarios where a custom solution earns its place. In every project we define up front what will be measured.
  • Example_01Finance

    Automatic validation of supplier invoices

    An agent reads each CFDI, validates it with the SAT, reconciles it against the purchase order and only escalates exceptions.

    Measured →capture time per invoice

  • Example_02Operations

    An assistant that answers with internal policies

    Your team asks in plain language and gets the answer with the exact reference from the manual or policy.

    Measured →questions escalated to supervisors

  • Example_03Sales

    Demand forecasting to restock on time

    A model trained on your sales history anticipates stockouts and suggests when and how much to reorder.

    Measured →idle inventory and stockouts

05 / FAQ

What people usually ask us.

No. The diagnosis includes reviewing where your data lives and what shape it is in. If it needs work before we build, we include it in the plan and tell you up front.

We design every solution so your data stays under your control: we deploy it in your cloud or on private infrastructure, with access control and an audit log of every action.

Yes. We connect AI to your ERP, CRM, email, WhatsApp or databases through their APIs, so your team keeps working in the tools they already know.

For well-defined projects we work on a fixed price, with a detailed quote after the diagnosis. For ongoing development or evolving requirements, we offer time-and-materials arrangements. Transparent pricing, no hidden fees.

Yes. Upon final payment you receive full ownership of the source code, models, assets and documentation, along with repository access and deployment instructions.

Yes. We provide production support during business hours, with priority response to critical incidents, and offer maintenance packages covering monitoring, model tuning, security updates and new features.
06 / Let’s start

Which process do you want to stop doing by hand?

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© 2026 Chilaquil · Made in Mexico

Custom artificial intelligence solutions, made in Mexico for companies that run seriously.