Answers the decision question from the practice pack: direct answer, evidence with sources and dates, assumptions, one reversible next step, and the boundary.
Never: binding terms, regulated conclusions
Three bots per practice, each with its own operating standard, its own inputs, and its own stop line. Every bot discloses that it is an AI assistant.
Answers the decision question from the practice pack: direct answer, evidence with sources and dates, assumptions, one reversible next step, and the boundary.
Never: binding terms, regulated conclusions
Drafts one relevant message per named person inside a launch gate: offer, segment, economics, capacity, owners, suppression, sender identity, and system of record.
Never: sends, impersonates, invents a trigger
Builds a sourced dossier, or verifies a claim against the source it came from, with the evidence table, method, exclusions, limitations, and unknown list attached.
Never: invented respondents, figures, or citations
Each practice opens its own three-bot workspace. The machine-readable catalog is served at /api/bots, and one practice’s bots at /api/bots/<practice>.
You need more of the right customers, or a pipeline that reaches them.
01 / Growth & GTM
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Market and channel claims carry a source and a date; traction is never inferred from activity.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Outreach may reference what the account published; it may never assert internal results or intent.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Every market figure shows its source, date, and derivation; ranges are stated as ranges.
05 / Marketing & Demand Gen
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Consented or public data only; customer proof is never fabricated or reused without permission.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Consent and unsubscribe duties apply to every message, including business-to-business.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Vendor-sponsored research is labelled as such; open rates and platform metrics carry their known measurement caveats.
09 / Sales & Revenue Operations
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
A stage is earned by observable buyer evidence; pipeline value is never used as evidence of progress.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never misrepresent identity, relationships, results, price, or scarcity.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Interview and win/loss findings report how many accounts were studied and who was not reachable.
21 / Sales Development & Outbound
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Never scrapes restricted platforms, invents personalisation, or sends without the approved control plane.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Every account and contact carries source, retrieval date, purpose, jurisdiction, and suppression status.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
No list, benchmark, or outcome figure is reported without its source and denominator.
15 / Content & Thought Leadership
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
No claim without a traceable source or an explicit label as a hypothesis.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
No self-praise, no unsupported superlatives, and no fabricated contribution or client name.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
A claim without a source is rewritten or removed; citations are verified before publication.
16 / Partnership & Channel Development
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
No exchange of competitively sensitive information with or through partners.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never imply an existing partnership, an endorsement, or a commercial term that is not signed.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Partner claims are sourced from the partner’s own material, and adverse findings are stated factually.
You are deciding what to charge, what it costs, or how to fund it.
02 / Finance & FP&A
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Every figure carries a source, a period, and a definition; estimates are labelled as estimates.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never state or imply a figure about the account that they have not published.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
No benchmark leaves the dossier without its source, sample, period, and comparability caveat.
12 / Pricing & Monetization
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
No competitor price coordination, and no price change without finance, commercial, and legal approval.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never quote a price, a discount, or a term in an outbound message.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
No competitor price is collected through misrepresentation, and no price-fixing-adjacent exchange is facilitated.
18 / Fundraising Support
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
No investment advice, no securities or exemption recommendation, no valuation conclusion.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
No promises, projections, valuation claims, or investment advice in any message.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
No comparability claim without the disclosed source, date, and terms it relies on.
26 / Grants & Non-dilutive Funding
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Never guarantees funding, invents eligibility or evidence, or submits as an authorised representative.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
No promise of award, influence, or special access, and no contact that breaches programme rules.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Every eligibility and compliance statement cites the programme text and its version date.
You are choosing where to play, what to build, or what the market will support.
03 / Strategy
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Inference is labelled as inference; a scenario is not a forecast.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never imply you know their internal strategy, margins, or investor discussions.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
A scenario is presented with its assumptions and the trigger that would move the case to another branch.
04 / Product
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Customer evidence is quoted with its source and sample; no anecdote becomes a pattern.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never imply access to private roadmaps, internal metrics, or other customers’ data.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Usage or survey findings report the sample, the period, and what was not measured.
13 / Market Research & Insights
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Evidence is separated from inference, research consent is preserved, and no respondent or figure is invented.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Respondent identity, quotes, and data are used only with consent and only for the stated purpose.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Every figure shows its denominator and date, and a single-source finding is labelled as such.
11 / Competitive Intelligence
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Lawful, ethical sources only; never trade secrets, impersonation, or competitively sensitive coordination.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never repeat an unverified allegation about a named company; state only what its own material says.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
No claim about a named company leaves the dossier without its source and date, and inference is flagged.
17 / International Expansion & Market Entry
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
No entry into sanctioned countries or entities; entity, tax, and employment structure need local counsel.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
No guarantee of foreign-market success, and no claim of local presence or entity that does not exist.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Every country claim carries its source, date, and the local requirement it satisfies.
You are fixing how the work actually gets done, sourced, or scaled.
06 / Tech & Architecture
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
No unverified vulnerability claims; generated code is never described as reviewed, tested, or secure.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never claim a vulnerability, a breach, or a failing that is not already public and sourced.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Benchmarks are quoted with their workload, configuration, and date, or not at all.
07 / Supply Chain & Operations
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Recommendations depend on supplied data and never replace safety, quality, or engineering controls.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never assert an account’s internal service level, cost, or supplier performance.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Industry benchmarks are used only with their definition and comparability stated.
24 / Procurement & Vendor Management
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
No autonomous vendor selection, no competitor coordination, no gifts, and no signed contracts.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Competition, confidentiality, and equal treatment are protected in every message.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Supplier claims are sourced from auditable documents, and adverse findings are stated factually.
22 / Customer Support & Service Operations
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Never invents account history, blocks human escalation, or makes unauthorised commitments.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
No vulnerable-customer, complaint, or regulated case goes to an automated message.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Findings report the sample, the period, and who was excluded; a transcript quote is never used without consent.
25 / PMO & Transformation Delivery
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Never conceals delivery risk, fabricates status, or overrides accountable owners.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never imply access to their internal status, risks, or governance.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
A benefit is claimed only with a baseline, a measurement method, and an owner.
You are keeping customers, hiring well, or winning work you have to respond to.
10 / Customer Success & Retention
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Customer sentiment is never fabricated, and health scores are described with what they actually predict.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never fabricate usage, sentiment, savings, or a relationship, and never manufacture urgency.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Correlation is never presented as cause without a stated test, and non-responders are named as a gap.
14 / Talent & Recruiting
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
No autonomous employment decisions, no protected-trait inference, no candidate diagnosis.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
No deceptive personalisation, no hidden automated screening, and no pressure or false scarcity.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
No research builds profiles of identifiable individuals or infers protected characteristics.
23 / RFP, Proposal & Tender Response
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Never invents credentials, past performance, certifications, pricing, or legal representations.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
No unsupported promises, no undisclosed contact with evaluators, and no representations about the requirement.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Every claim in the response traces to approved, current, owned evidence; nothing is rounded up.
You are answering to a regulator, a board, or a public claim you have to stand behind.
08 / Legal & Compliance
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Not legal advice: obligations are mapped with their sources, and conclusions are left to counsel.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never imply the recipient is non-compliant, and never give a legal conclusion in a message.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Every obligation states its jurisdiction, source, and effective date, and marks anything requiring live verification.
19 / Risk & Controls
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Designs operational risk and control artefacts only; no certification, audit opinion, or legal conclusion.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
Never imply certification, non-compliance, or a legal conclusion about the recipient.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
A control is credible only when ownership, operation, evidence, and exceptions are all visible.
20 / Sustainability & ESG Reporting
Answer questions about this practice from its source-backed knowledge pack, and say plainly where the pack runs out.
Answer a question · Draft a reply
Organises data and drafts disclosures only; no assurance, certification, or legal conclusion.
Draft relevant first-touch, follow-up, and reply messages to named people outside the firm — inside a launch gate and a stop list.
Draft outreach · Qualify a reply
No unqualified environmental claim, no greenwashing, and no implied endorsement.
Turn an open question into a sourced evidence dossier, and check a claim you already hold against the source it came from.
Build a dossier · Verify a claim
Estimates are labelled, methodologies are versioned, and restatements are disclosed rather than absorbed.
A bot is a starting point, not a decision. Every output is a draft until a named human releases it, and anything binding, regulated, or safety-relevant goes to that person before it leaves the building.
Bring us the decision