AI agents that do the work, not just talk about it.
We design, build and run AI agents that take real actions inside your systems: approving, routing, reconciling and escalating. Senior AI engineers in your standup within 72 hours.
- 48–72 HOURS
- TOP 3% ENGINEERS
- 100% REPLACEMENT
Gartner predicts 40% of enterprise apps will feature task-specific AI agents by the end of 2026, up from less than 5% in 2025 (Gartner, Aug 2025). The teams that win will not be the ones with the best demo. They will be the ones whose agents are safe to switch on. That means clear permissions, tested behaviour on real cases, and a record of every decision. Most agent projects stall at the pilot because nobody trusts them enough to give them real access. We build for that trust from the first week.
- 48–72hfrom first call to engineers in your standup
- Top 3%of applicants, vetted for the work
- 100%replacement guarantee on every hire
What we build.
Single-task agents
one job, done end to end (triage, approvals, data entry, reconciliation). We start here because a narrow agent is easy to test and easy to measure.
Multi-agent systems
specialised agents that hand work to each other with clear rules. An orchestrator decides who does what, and nothing moves without a log entry.
Human-in-the-loop flows
agents act on routine cases and escalate the rest with full context, so the reviewer sees what the agent saw and why it stopped.
Tool and API integration
agents that read and write to your CRM, ERP, ticketing and data stack, using scoped service accounts and not shared logins.
Guardrails and observability
permissions, audit logs and dashboards so you can see every decision, replay it and switch the agent off in minutes.
Who this is for.
An operations lead whose team makes the same approval or routing decision hundreds of times a week.
A CTO who has a working agent demo and cannot get security or compliance to sign off on production.
A COO running three or four disconnected tools, with people copying data between them.
A founder who wants one agent live this quarter without hiring a full AI team.
A product team adding agent features to an existing platform and needing engineers who have done it before.
How we work.
Scoping call (30 minutes): the workflow, the systems, the decisions you want automated.
Matched AI engineers within 48 to 72 hours. You interview and you choose.
Build in short cycles, starting with one workflow that pays back fast.
Hand over runbooks, monitoring and ownership, or keep a dedicated squad.
What you get.
A written permission map: what each agent may read, change and escalate.
Working agents connected to your real systems, not a sandbox copy.
A test set built from your past decisions, including the awkward ones, and a pass-rate report for each release.
An audit log and a simple dashboard showing volume, escalations and overrides.
Runbooks for on-call, rollback and the kill switch.
A named owner on your side and a weekly review routine.
- Top 3% of applicants
- Start in 48–72 hours
- Dedicated account manager
- 100% replacement guarantee
Typical timeline.
Smaller single-agent projects can run shorter. Multi-agent builds usually run longer. We will tell you after scoping.
- 01
Week 1
map the workflow, pull a sample of past decisions, agree the rules and the escalation points.
- 02
Weeks 2 to 3
build the first agent against read-only access. Compare its decisions with what people actually did.
- 03
Weeks 4 to 6
switch on write access for low-risk cases, add the human review queue, tune on the misses.
- 04
Weeks 7 to 8
widen coverage, finish monitoring and runbooks, hand over or move into a support retainer.
Proof
For a founder-led ethical AI platform we built consent-driven onboarding, identity verification and revenue-sharing dashboards. For a global hardware manufacturer we automated warranty and service-tag verification with zero manual checks.
Yes, for routine cases. We set a confidence and risk threshold. Below it, the agent acts. Above it, a person approves. You can tighten or loosen the line as the numbers come in.
Related work and reading.
LET'S TALK. Start now.
Tell us what you're building. We'll come back with a plan and matched, pre-vetted engineers.
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