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Practice 01 · AI & Automation

Quietly capable AI systems for operations that were built by humans, for humans.

We build the kind of AI that pays for itself in the first quarter — copilots, RAG systems, and workflow bots that remove the tedious 40% of your team's day without upending their tools.

What we build

From focused agents to full automation stacks.

Every AI engagement starts with the same question: "What decision or task, done a hundred times a week, deserves to be automated?" We then build the smallest capable system to solve it.

  • Custom AI agents & copilots

    Internal chat interfaces trained on your data, tools and voice.

  • Retrieval-augmented generation (RAG)

    Answers grounded in your policies, tickets, contracts or CRM.

  • Workflow & back-office automation

    Zapier, n8n or bespoke — whichever removes the most drudgery per rupee.

  • Document & email intelligence

    Auto-parse invoices, quotes, contracts and inbound leads.

  • Evaluation & safety harnesses

    Guardrails, human-in-the-loop review, cost + quality dashboards.

AI automation
Where we've shipped

Six months. Three deployments. Real numbers.

A short list of AI systems we've put into production for logistics, healthcare and financial services teams over the last two quarters.

Freightbrain

Dispatcher copilot

68% auto-resolution of inbound rate emails. Freed 3 dispatch FTEs in one quarter.

Ledgerly

Loan-doc extraction

Custom OCR + LLM pipeline processing 12,000 documents per week with 99.1% accuracy.

CareGrid

Triage assistant

A patient-intake copilot that reduced no-show rates by 73% across 40 clinics.

Start small, ship fast

A 4-week AI pilot that pays for itself.

Fixed scope, weekly demos, honest reporting. We identify the highest-leverage automation in your operation and get it into production before the quarter ends.

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AI pilot