Enterprise Intelligence
We build production-grade AI systems that integrate directly with your business logic — from autonomous support agents to internal copilots, document intelligence pipelines, and forecasting engines. Every model we ship comes with evaluation harnesses, observability, and a clear cost-per-call story so the business knows exactly what it owns.
Capabilities under this practice
Domain-tuned LLM Agents
Multi-step agents grounded in your data with tool use, retries, and full audit trails.
Retrieval-Augmented Generation
Hybrid semantic + keyword retrieval pipelines tuned for precision on enterprise corpora.
Workflow Automation
Replace repetitive cognitive tasks — triage, classification, summarisation — at fleet scale.
Eval & Observability
Golden datasets, regression suites, and per-trace cost & latency dashboards.
A clear three-phase rhythm
Diagnose
Identify the highest-leverage workflows and define success metrics.
- Opportunity map
- Baseline metrics
- ROI model
Prototype
Ship a working vertical slice against real data with stakeholders in the loop.
- Functional MVP
- Eval harness
- Cost projection
Productionize
Harden, secure, and scale into your stack with monitoring and human-in-the-loop.
- Production deploy
- Runbooks
- Team enablement
The stack behind the work
What changes after we ship
- Replace 60–80% of manual triage with auditable agents.
- Cut analyst time-to-insight from hours to minutes.
- Standardize quality across distributed teams.
You'll get the most out of this if
- Operations teams drowning in repetitive cognitive work
- Support orgs wanting first-line automation with escalation safety
- Analytics teams needing AI copilots over proprietary data
Answered before you ask
Do you train custom models or use foundation models?
Both — we start with frontier models for speed, and fine-tune or distill where unit economics or latency demand it.
How do you keep our data private?
We deploy in your VPC where required, support BYO-key encryption, and never train on your data without explicit contract.
Other practice areas
Let's build
something inevitable.
Tell us what you're building. We reply to every credible brief within one business day with a path forward — and an honest read on whether we're the right fit.