Enterprise knowledge assistants
Grounded assistants over policies, docs, tickets and product data.
What this service covers
Grounded assistants over policies, docs, tickets and product data.
Every enterprise knowledge assistants engagement starts from your actual operating context — the systems in play, the constraints, and the outcome that would make the work worth doing. We design the shape of the engagement from that starting point rather than shipping a fixed methodology.
Where this typically fits
- Inside a broader ai & automation programme with existing systems and stakeholders.
- As a standalone engagement when the problem is well scoped and the outcome is measurable.
- Bundled with managed support when the workload needs to run reliably after go-live.
What we need from your side.
Short list. If any of these are missing, discovery is where we help you land them.
Named business owner
Someone on your side who can make decisions during delivery — not chase four sign-offs.
Access to the systems in play
Read-only at first; production access at cutover under least-privilege.
Realistic timeline
Real change work does not happen in two weeks. We'll say what a fair window looks like.
Sign-off on the scope
A written scope-of-work with what is in, what is out, and what triggers a change request.
From discovery to a workload that keeps improving.
- 012–4 wks
Discover
Current state, systems, users and constraints — plus the enterprise knowledge assistants success criteria.
- 022–3 wks
Design
Target architecture, integrations and change plan. Trade-offs made explicit.
- 034–16 wks
Deliver
Short, inspectable increments. Weekly written updates. Risk surfaced early.
- 04Ongoing
Operate
Managed run if the workload needs it. Otherwise a clean handover.
- 05Ongoing
Optimise
Measurement + iteration. The loop closes and starts again.
How every enterprise knowledge assistants engagement runs.
- Send a senior practitioner to every discovery and delivery call.
- Publish a scope-of-work with success criteria before we quote.
- Ship in short, inspectable increments — never a big-bang reveal.
- Integrate with what you already run rather than replacing on principle.
- Flag risk the moment it surfaces, not at the last weekly.
- Hand over documentation and runbooks you can actually operate.
- Sell a platform we cannot deliver in production.
- Promise ROI numbers detached from a specific engagement.
- Farm the delivery to a junior team after signing.
- Claim certifications, partnerships or clients we have not verified.
- Bury change requests inside billable line items.
- Publish stock photos of people who never worked here.
Related child services.
Purpose-built agents that read, decide and act inside your operational systems.
Voice, chat and WhatsApp agents that resolve issues and escalate cleanly.
Structured extraction, validation and workflow across documents at scale.
Data, security and evaluation groundwork so AI can ship safely.
Enterprise knowledge assistants — common questions.
Close the loopExplore enterprise knowledge assistants for your team.
Send us a short note about the problem. We come back with a plain-language read of the engagement — not a sales pitch.