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Writer AI implementation partner

Put Writer AI to work where the answers have to be right.

We implement Writer for finance, operations and compliance teams: trusted company knowledge, connected systems, and the access controls, review steps and audit trail that make AI safe to use in regulated work.

  • permission-aware answers
  • human review on low confidence
  • every answer cited
  • every action logged
policy-desk.logsimulated
  • 09:41:02askquestion from finance.ap · Teams
  • 09:41:02accessscope ok · finance / UAE policies only
  • 09:41:03retrieve3 passages · T&E Policy v4.2 §3.4, §6.1
  • 09:41:04teamsanswer sent · 2 citations · confidence 0.92
  • 09:41:04auditevent e41c07 written

Where Writer earns its place first

Three use cases that pay back in one team.

Start where people lose hours looking for an approved answer, reviewing a document pack, or drafting in language legal has already signed off.

Policy answer desk

Finance, procurement and HR questions answered from approved policies, with the exact clause cited. Anything unclear goes to a named reviewer.

Who uses it
Accounts payable, procurement, people teams
What stays human
Exceptions, low-confidence answers, policy changes

Document pack review

Contracts, KYC files and vendor onboarding packs checked against your checklist. Missing items and exceptions are flagged for a person to decide.

Who uses it
Compliance, legal operations, vendor management
What stays human
Every approval and every rejection

Controlled drafting

Client letters, credit memos and internal papers drafted from approved sources in approved language, then reviewed before anything leaves the building.

Who uses it
Finance, relationship and operations teams
What stays human
Final wording and sign-off

Policy desk · interactive demo

Ask it something. Watch the controls work.

Each answer is limited to what the person asking is allowed to see, cites its source, and goes to a human reviewer when confidence is low.

Illustrative demo using fictional sample policies. It is not connected to Writer or to any client data.

How we implement

From one workshop to a team that relies on it.

One use case, one team, real users, measured results. Then we decide together what earns the next rollout.

  1. Use-case workshop

    Half-day working session

    Rank use cases by value and risk, map the knowledge sources and who owns them, and agree how success will be measured.

  2. Controlled pilot

    One team · live in weeks

    Connect approved sources, configure permissions and review thresholds, and put it in front of real users with the audit trail switched on.

  3. Scale and hand over

    Rollout · runbook · support

    Extend to the next team, train owners and reviewers, and hand over a runbook your people can operate without us.

Controls are the product

Built to pass your security review, not work around it.

Enterprise AI stalls when security and compliance aren’t convinced. We design the controls in from day one and document them for your reviewers.

access

Permission-aware knowledge

Answers draw only on sources the person asking is entitled to see, mapped to your existing groups.

cite

Cited or escalated

If an answer can’t be traced to an approved source, it isn’t given. The question goes to a person instead.

review

Human review thresholds

Low-confidence and high-consequence topics route to named reviewers with the evidence attached.

audit

Full audit trail

Who asked, what was retrieved, what was answered and who approved it, retained to your policy.

boundary

Clear data boundaries

Connected sources, retention and regional requirements are agreed and written down before go-live.

own

Named owners, off switch

Every assistant has a business owner, a technical owner and a documented way to switch it off.

Our practices are built on identity, privileged-access, Zero Trust and ERP programs delivered inside large organizations. That discipline shapes every Writer implementation we run.

How we handle security →

Start here

Writer AI use-case workshop

A focused working session with your finance, operations or compliance leads, so you end with a decision, not a slide deck.

Book the workshop

Commercial, resale and partner terms are subject to the applicable agreement.

You leave with

  • A ranked shortlist of Writer use cases for your team
  • A map of knowledge sources, owners and access rules
  • The review and audit controls your security team will ask for
  • A pilot plan with success measures and a go/no-go date