Agentic AI
systems for small & mid-sized teams.
We design, build, and deploy AI agents that perceive, reason, and act inside your business, on your servers or in your cloud: closing tickets, qualifying leads, and processing documents while you sleep.
Three ways we put agents to work.
We map your operations, find the bottlenecks where agents earn back hours, and produce a prioritized roadmap with realistic ROI math — not slideware.
We design and ship production agents — perceive your data, reason over your rules, act on your tools (Slack, CRM, ERP, custom APIs), with humans-in-the-loop where it counts.
Once an agent's live, it needs guardrails, evals, and an owner. We monitor, retrain, and upskill your team so AI compounds inside your business — not ours.
Big-company AI
without the
big-company
overhead.
Most AI vendors are built for the Fortune 500. We're built for the team of 30–500 that needs results in 90 days, not three quarters.
Specialists in agents, not "AI in general"
Multi-step tool-using agents are our practice — perception, planning, execution, evaluation. We've shipped them in production, not just lab demos.
SME economics, fixed scopes
We size projects for SME budgets and fixed-fee phases. No 18-month enterprise procurement cycle. First production agent typically ships in 6–10 weeks.
Quantified outcomes or we don't ship
Every engagement has a measurable target — hours saved, response time, conversion lift. We baseline on day one and report against it on day ninety.
On-prem and air-gapped, when needed
Open-source LLMs, your hardware, your data — never leaves the building. Compliance-ready for finance, healthcare, and regulated SME ops.
Agents shipping
real outcomes.
Sales automation agent for a 180-person retail group.
over 90 days
On-prem private LLM for a regulated finance SME.
compliance audit passed
Dispatch agent saving 5 hours per shift, every shift.
per week
Knowing what to
automate is the
real challenge.
A four-step engagement — designed for SME timelines and SME budgets, with checkpoints you actually attend.
Discovery & strategy
Two-week deep-dive into your tools and workflows. Output: a prioritized automation map with sized ROI and a fixed-fee build proposal.
Onboarding & access
We set up shared project tooling and the data & tool access the agent needs — read-only first, write access only after evals pass.
Iterative build
Two-week sprints, weekly demos. Every agent change goes through an evaluation harness before it touches production.
Launch & operate
Soft-launch with humans-in-the-loop, phased rollout, and a 90-day operate contract while we hand over to your team.
SMEs that bet on agents,
and won.
We were skeptical about integrating AI into a small business. 2M made it surprisingly simple. The tools they shipped transformed our operations — efficiency and accuracy in ways we couldn't imagine.
The training program was a game-changer. Our team can use agents effectively, saving us significant time and resources. Customer service is top-notch — always ready to support.
Their software integrated seamlessly with our existing systems and let us analyze data and make decisions with unprecedented accuracy. Highly recommended for any business looking to leverage AI.
Ready to put
an agent on it?
30 minutes. We'll listen to your bottleneck, sketch the agent that solves it, and tell you honestly if it's worth building. No deck, no pitch.