Services
Four services, one standard: every engagement ends with something running: a validated roadmap, a deployed system, an automated workflow, or a team that can operate all of it without us.
The highest-leverage two to three weeks you can spend on AI. We map your workflows, data, and systems against what current AI can reliably do, and give you a ranked, costed plan.
What you walk away with
Typically 3–5 use cases with projected impact, effort, and payback period, not a 40-item wishlist.
Where your data isn't ready, where a vendor tool beats a custom build, where AI simply isn't the answer yet.
Sequenced phases, estimated costs, and the metric each phase is accountable for moving.
Design, build, and deployment of AI systems around your data and your stack, engineered the way we engineer our own products: with evals, guardrails, observability, and a rollback plan.
Internal assistants and customer-facing features built on frontier models for drafting, analysis, and decision support, grounded in your data and tuned against your quality bar.
Your documentation, contracts, tickets, and tribal knowledge made queryable, with citations, access control, and answer quality you can measure. This is the engine behind Dewstack's SmartDocs, productised for your data.
Systems that don't just answer, but do: triaging, researching, and executing across your tools, with human approval gates where the stakes require them and full audit trails everywhere.
Support and service automation that resolves rather than deflects: chat and voice interfaces that know your business, escalate gracefully, and get measurably better over time.
Typical targets
The unglamorous work with the fastest payback. We redesign repetitive knowledge work around AI, keeping humans on judgement calls and taking them off copy-paste.
Every automation ships with monitoring, failure handling, and a clear escalation path, because an automation your team can't trust is worse than no automation at all. Where the honest answer is "a script, not a model," that's what we build.
AI systems aren't fire-and-forget. Models change, costs drift, quality decays quietly. We make sure yours keeps earning its keep, with your team in control.
Hands-on enablement for the people who'll use and maintain the systems, from prompt craft to eval-driven iteration. Built for your tools and your use cases, not generic workshops.
Usage policy, data-handling rules, model selection criteria, and review processes that let your organisation move fast on AI without gambling on it.
Ongoing monitoring of quality, cost, and drift; model upgrades and prompt maintenance; a monthly report your leadership actually reads. Us on retainer, so your team doesn't need a new department.
Engagement Models
We price each engagement against its scope after a consultation, no surprise day rates, no open-ended retainers you didn't ask for. Most clients move through these three stages.
Fixed-scope, fixed-price assessment and roadmap. The lowest-risk way to find out what AI is actually worth to your business.
2–3 weeks · Fixed price
A scoped build with a defined deliverable, deployed to real users. Milestone-based pricing tied to working software, not hours logged.
4–12 weeks · Milestone-based
Continuous improvement, new use cases, and managed AI operations, a senior AI team on tap without the headcount.
Monthly · Cancel anytime