AI agents that do the work.

Teams of AI agents with their own tools, memory and human oversight, built to run every day without drama.

use cases

Where agents pay for themselves

Four places where most businesses lose hours, and where an agent starts winning them back within weeks.

sales

Never miss a lead again

  • Instant replies on your site, SMS and email
  • Lead qualification and scoring against your criteria
  • Meetings booked straight into calendars
  • Follow-ups sent on schedule
support

Answers in seconds, 24/7

  • Grounded answers from your docs, with citations
  • Order status, bookings and refunds resolved end to end
  • Ticket triage, summaries and routing
  • Escalation to a human with full context attached
operations

Paperwork that files itself

  • Invoices sent, reconciled and chased
  • Data synced between CRM, books and inventory
  • Weekly reports written and delivered automatically
  • Order and fulfillment updates without copy-paste
back office

Intake without the inbox

  • Forms, documents and contracts drafted for review
  • Appointments scheduled, confirmed and rescheduled
  • Onboarding checklists run to completion
  • Audit and compliance logs kept current
what we build

Replace busywork with a team of agents

A single agent is easy to demo and hard to trust. We build systems: teams of agents with their own tools, memory and clear rules for when a person takes over.

Multi-agent orchestration

A planner hands work to specialist agents for sales, support and operations. Each one gets its own tools and memory, so even a complex setup stays predictable.

planner / workertool scopesmemoryhandoffs

Support & sales agents

Answer in seconds on your site, in SMS and email. Qualify leads, book appointments, upsell, and pass the conversation to a person when it matters.

Knowledge & RAG

The agent answers from your contracts, docs and tickets, and shows the source next to every claim.

Automations & integrations

Leads get routed, invoices go out, reports arrive on schedule. Your CRM, payments and inbox finally behave like one system.

n8nZapierMCPHubSpotStripe

Evals, guardrails & monitoring

Every agent ships with an eval suite, tracing, rate limits, spend caps and an escalation path. You see everything it does.

architecture

Engineered like infrastructure

Requests come in through your channels, actions go out to your systems, and a person can step in at any point. All of it can run on your own servers.

Reliability

Retries, fallback models, tests on every change and tracing for every step. If something breaks, you hear about it right away.

Security

Scoped tool access, audit logs, PII controls, your infrastructure or ours. The agent can only touch what you allow.

Control

Approval gates for risky actions, instant escalation to a person, spend caps and a kill switch. You stay in charge.

models & deployment

Any model. Your rules.

We pick the model for the task and switch providers automatically if one fails. When data can't leave the building, we run open-source models on your own hardware.

hosted frontier models
Claudeanthropic · reasoning
GPTopenai · generalist
Geminigoogle · multimodal
Mistralmistral ai · efficient
open source · runs on your gpus
Llamameta · open weights
Qwenmultilingual · open
DeepSeekreasoning · open
Ollama / vLLMlocal runtimes
orchestration & tooling
LangGraphagent graphs
MCPtool protocol
LiteLLMmodel routing
n8nworkflow glue
local & air-gapped

Your data stays home

The full stack on your servers or private cloud: local models via Ollama and vLLM, a self-hosted knowledge base, zero third-party calls. Built for clinics, legal and finance. Data never leaves your network.

self-learning loop

Agents that get better

Every conversation feeds the test suite: failures become test cases and improvements ship monthly. Each change is approved by a person, measured and easy to roll back.

security monitoring

Every action is watched

Prompt-injection checks, PII redaction, scoped credentials, spend caps and anomaly alerts, plus a full audit trail of every action the agent takes.

security

Security, by construction

An agent that can act needs stricter rules than software that only displays information. Everything below ships with every system by default.

scoped access

Least privilege by default

Each tool gets its own credential with the narrowest possible scope. The agent cannot touch systems you haven't allowed, because there is no master key.

approval gates

Humans sign the risky moves

Payments, refunds, deletions and anything else you flag wait for a one-click human approval. Everything below the threshold flows automatically.

audit trail

Every action, on the record

A full trace of every step: what the agent read, decided and did, with timestamps and inputs. You can export it any time.

data protection

Your data stays yours

Encryption in transit and at rest, personal data redacted before anything reaches a model, and your data never trains anyone's models. If that is still too much, we deploy on your servers.

threat monitoring

Attacks are expected

Prompt-injection checks on every input, alerts on unusual behavior, rate limits and spend caps. Suspicious sessions get frozen and escalated.

kill switch

Stop everything, instantly

One switch pauses every agent, revokes tool access and preserves the state for review. It works at 3 a.m. too.

GDPR-aligned practices · deployment on your infrastructure available · quarterly access reviews on operations plans

process

From workflow map to production

Fixed scope, weekly demos, no discovery theater. This is how every engagement runs.

/01

Map

A 30-minute intro call and a workflow audit. We find the hours worth saving and fix the scope and quote within 48 hours.

/02

Pilot

A working agent on your data in 2–3 weeks: one channel, an eval suite from day one, a demo every week.

/03

Integrate

CRM, calendar, payments and inbox wired in, with approval gates, an audit log and a kill switch.

/04

Operate

Monitoring, tracing and monthly improvements under SLA. You see everything the agent does.

Ready to hand off the busywork?

Intro call today, workflow map and a fixed quote within 48 hours.

Start a project