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For teams

Your team is already using AI. Make sure it knows enough to answer well.

Your employees are already using AI — for client work, internal docs, decisions that end up in deliverables. WithContxt reads each prompt before it's sent and asks for the missing context, against rules you set for your team. We never read what they typed. Just that the rules ran.

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A practice older than business

Every breakthrough starts with a better question.

IKEA · 1956
They didn't ask how to make furniture cheaper.They asked:
What if the customer assembled it?
Netflix · 2007
They didn't ask how to ship DVDs faster.They asked:
What if there were no DVDs?
Apple · 2007
They didn't ask what features the next phone should have.They asked:
What if a phone was actually a computer?
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None of these were smarter than their peers. They reframed the question.

That discipline used to live in a few rare individuals. Most teams never had access to it.

WithContxt makes it systematic — across every team, every prompt, every day.

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Six ways teams use WithContxt
I.

Healthcare orgs

Clinics, hospitals, telehealth. WithContxt sits inside the EHR or patient portal — coaching staff prompts and patient questions before the AI answers. Custom rules per specialty: oncology gets drug-interaction-heavy rules, OB-GYN gets the FemTech module by default.

BAA · Per-seat or per-critique
II.

Pharma & life sciences

Med affairs, regulatory, clinical, market access teams use enterprise AI heavily. The cost of a wrongly-framed prompt isn't a bad day — it's a label deviation, a regulatory finding, a misinterpreted study. Custom rules per function.

SSO · Audit trail · On-prem available
III.

Research & knowledge work

Consulting firms, equity research, R&D, audit, journalism, internal strategy. Where the AI's output isn't a draft — it becomes the deliverable someone signs their name to.

What goes wrongA junior analyst asks AI for the size of a niche market. AI confidently returns a figure with a citation that doesn't exist. The number lands in the deck, the deck lands with the client, the client's analyst spot-checks — gone. The root cause is always the same: the question had no methodological frame.

WithContxt codifies the firm's methodology — analytical frame, unit of analysis, evidence standard, recall vs summarize — so every prompt is shaped into the question a senior partner would have asked first.

Per-seat · Custom rule pack · Audit trail · IP-safe
IV.

Law firms & legal aid

Associates use AI for research and drafting. Bad prompts produce confident wrong answers — wrong jurisdiction, outdated case law, mismatched matter type. Custom rules: jurisdiction, role, matter type, deadlines, counsel status.

Per-seat · Audit log · Matter-tagged
V.

Insurance & member services

Members ask vague questions and get generic answers, then call. WithContxt sits in front of the chatbot and asks for plan, state, procedure code, network status — before the bot answers. Call-center deflection is the metric.

White-label · Per-member-year · Per-critique
VI.

Internal AI use, broadly

Employees pasting customer data, financial figures, draft contracts into ChatGPT and Claude. WithContxt catches PII and missing-context simultaneously. Browser extension via MDM, Slack and Teams bot for ad-hoc reviews.

SSO · DLP-friendly · Department rule packs
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What the org product adds.

  1. 1.
    Custom rule packs
    Pin or unpin WithContxt's defaults. Add organization-specific rules — compliance, brand voice, vocabulary, internal policies.
  2. 2.
    SSO and audit log
    Every coached prompt logs a timestamp, the rule pack version, and which severities fired. Never the prompt content.
  3. 3.
    Aggregate analytics
    "38% of pediatrics prompts needed weight context this week." A coaching signal for the org — not surveillance of any individual.
  4. 4.
    BAA, DPA, SOC 2
    Table-stakes for healthcare, finance, and EU deployments. Available on the Pro and Enterprise tiers.
  5. 5.
    White-label
    For patient and customer-facing deployments where WithContxt sits in your brand, not ours.

Run a 30-day pilot.

Bring your own AI tools. We bring the coaching layer. No prompt content leaves your environment, no data is used for training.

Talk to us