Applied AI
AI Enablement
- Idea to evaluated production pilot
- 6wkIdea to evaluated production pilot
- Typical deflection on document-heavy workflows
- 70%Typical deflection on document-heavy workflows
- Throughput on manual review processes
- 3xThroughput on manual review processes
Capabilities
What this actually involves
Opportunity mapping
We audit your workflows for the tasks where language and vision models genuinely outperform rules — and tell you plainly where they do not.
Retrieval architecture
Grounding models in your own documents and data with chunking, embedding and reranking strategies tuned to your corpus, so answers cite real sources.
Evaluation harnesses
Golden datasets, automated scoring and regression gates in CI. You get a number that tells you whether a prompt or model change made things better.
Guardrails and governance
PII redaction, prompt-injection defence, human-in-the-loop escalation and full audit logging for regulated environments.
Deliverables
What you receive
- AI opportunity assessment with ranked, costed use cases
- Working pilot measured against a baseline
- Evaluation suite and quality dashboard
- Production integration with fallback behaviour
- Cost and latency monitoring per request
- Team enablement workshops
Typical stack
Ideal for
- Teams with a stalled AI proof of concept
- Document, ticket or claim-heavy operations
- Businesses with proprietary data they cannot yet query
Common questions
What clients ask first
Will our data be used to train third-party models?
No. We deploy against enterprise API tiers with training explicitly disabled, and for sensitive workloads we can run open-weight models entirely inside your own cloud account.
How do you stop the model making things up?
Retrieval grounding with mandatory citation, confidence thresholds that route low-certainty cases to a human, and an evaluation suite that catches regressions before release.
What does it cost to run?
We instrument cost per request from day one and design caching, routing and model-tiering to control it. You see a projected monthly running cost before committing to production.
Start the conversation
Need ai enablement?
Let's talk specifics.
Six questions gets you a recommended package, an indicative timeline and a technology plan. No sales call needed to get a useful answer.
- Reply within 4 business hours
- No cost, no obligation
- NDA on request before you share anything