Services

Four service lines. One team.

Everything below is delivered by the same group of senior people — so an automation project can grow into a dedicated team, a build can hand off to maintenance, or a single specialist can turn into a whole squad, without a new vendor conversation.

AI & workflow automation

Most businesses don’t need an AI strategy. They need one repetitive, document-heavy process to stop eating their team’s week. We map the process first, then build LLM-driven workflows — invoice and email triage, document extraction, approval routing, assistants over your own data — one process at a time, with a human in the loop until the numbers say otherwise.

Typical engagements

Process analysis: where the hours go, what can be automated, and what should stay manual
Automating an inbox: classify, extract, route and draft replies for a shared mailbox
Document pipelines: contracts, invoices, forms → structured data → your system of record
Internal assistants grounded in your SOPs, tickets or knowledge base
Evaluation and guardrails for an AI feature a vendor already sold you

Stack: Anthropic and OpenAI APIs, Python, Node, Postgres, vector search where it earns its place.

Custom web & application development

Web applications, customer and partner portals, internal tools and the integrations between them. We build on mainstream stacks deliberately, so your own team — or any competent vendor — can take the code over later. No proprietary frameworks, no lock-in.

Typical engagements

A customer or vendor portal replacing email-and-spreadsheet workflows
Internal operations tools: dashboards, approvals, scheduling, inventory
Modernizing a legacy PHP, .NET or jQuery application without a big-bang rewrite
Mobile-responsive front ends over existing back ends

Stack: React, Next.js, Node, Python/Django, .NET, Postgres, MySQL; AWS and Azure.

Data, integration & modernization

The unglamorous work that makes everything else possible: getting systems to talk to each other, moving data out of places it shouldn’t be, and building the reporting layer people actually open.

Typical engagements

REST and webhook integrations between CRM, ERP, accounting and line-of-business systems
Data migrations with reconciliation reports, not just “it ran”
Reporting and dashboards (Power BI, Metabase, custom) over a cleaned-up data model
E-commerce platform integrations: orders, inventory, fulfilment, payments

Stack: SQL, Python, dbt, Airflow or cron where cron is enough, Power BI, Metabase.

Team augmentation & dedicated teams

When the work is clear but the people aren’t there, we supply them. Individual developers, consultants and specialists who join your team on contract — on-site, hybrid or remote — or a named, managed group working as an extension of your team on a monthly engagement. You interview the people; we handle the sourcing, the contracts and the continuity.

How it works

You define the role or the team; we propose named people and you interview them
Monthly billing per person, with notice terms you can live with
A single iLexicon lead owns communication, priorities and quality
Your tools, your repositories, your standards

Good for: filling a specific skill gap (SAP, database, cloud, data, QA), sustained product work, maintenance of systems we or others built, and backlogs that never make it to the top of an in-house team’s list.

Have a project in mind?

Tell us what you’re trying to do. We’ll reply within two business days with an honest read on scope, timing and cost.