AI agentsReal outcomes.

We build the AI your business runs on

Chapter 02 What we build

Six ways we drive measurable outcomes.

We sell operating-metric improvements — not features, not scope. Every engagement is tied to a business result.

    Chapter 03 How we work

    Production agents in weeks, not months.

    1. I Wk 01–02

      Discovery sprint.

      We map the workflow, tools, handoffs, and hidden team knowledge. Then we turn it into agent-ready context. 1-2 weeks, fixed scope.

      • Workflow audit
      • Tribal-knowledge extraction
      • Eval harness
    2. II Wk 03–06

      Build & deploy.

      We build on your existing stack. Agents run in sandbox, pass evals on real data, then deploy with monitoring from day one.

      • Sandbox-first
      • Canary rollout
      • Day-one observability
    3. III Wk 07+

      Optimise & handoff.

      We tune with production data, improve cost per outcome, and hand over the runbooks, docs, and evals. You own everything.

      • Cost-per-outcome tuning
      • Runbooks
      • Full handoff
    Chapter 04 Proof of work

    Real outcomes, real numbers.

    Case 01 Support automation

    Meritrac.

    Voice AI automating student support during high-stakes assessments across India.

    • Voice agents
    • Verified-KB grounding
    • India · 24/7
    80% calls automated
    +34bps NPS lift
    62% cost reduction
    Case 02 Engineering & FinOps

    Amazon SmartCommerce.

    Coding agents, knowledge bases, and autonomous FinOps monitoring embedded across the org.

    • Background agents
    • FinOps autonomy
    • Forward-deployed
    50% agent adoption lift
    38% cloud cost down
    4wks to impact
    Chapter 05 Engage

    Tell us what's slowing you down.

    Direct line

    Let's talk outcomes.

    Tell us what's slowing your team down. We'll show you what an AI agent can do about it — usually within a week.

    Response
    24hturnaround
    First impact
    4 wkstypical
    Engagement
    Forward-deployed engineer

    We respond within 24 hours · No spam, ever.