AI-Built Client Portals, Quotes and Invoicing for Data Analytics Consultancies
Mythex lets a data analytics consultancy build its own operating tools by describing them: a client portal that tracks access requests and sign-offs, quotes priced by phase with the assumptions written in, milestone and retainer invoices that carry the client's PO number, and a dashboard of utilisation and project burn. You can also build reusable client-facing dashboards and metric glossaries to hand over.
Where an analytics consultancy loses time and margin
Analytics engagements follow a familiar arc: discovery, a wait for read-only credentials, pipeline work, dashboards, handover, then a trickle of change requests. The waste sits in predictable places. Access requests stall in the client's IT queue while the clock runs. A source turns out dirtier than anyone admitted, and the project burns past its sold days without a change request. Invoices bounce back from accounts payable over a missing purchase order number. And each new client gets a dashboard rebuilt from nothing because there is no reusable base. A consultancy also needs to remember which warehouse and BI tool every client and prospect runs, because that is how buyers choose who to hire.
- Access requests tracked per source, with an owner and a date
- Quotes split by phase, with assumptions about sources and data quality
- Milestone and retainer invoices with PO number, legal entity and cost centre
- Burn per engagement against days sold
- Each client's and prospect's data stack on record
- A reusable dashboard and metric glossary for handovers
What you can build for data analytics consultancies
A client portal with the access checklist at the top
Each client's stakeholders see only their engagement: workstreams, milestones, deliverables awaiting sign-off and meeting notes. The first thing on the page is the access checklist, one line per source with who owns the request and when it was asked for, so the delay is visible to the person who can clear it. After handover the same portal takes requests for new metrics.
Build a client portal for my analytics consultancy. Each client logs in to see their engagement only: a data access checklist (source, owner, date requested, granted yes/no), milestones with sign-off, deliverables and meeting notes. After handover, clients can submit change requests.
Quotes priced by phase, with assumptions in writing
Build quotes from discovery, build, handover and optional support, each with days and a rate from your rate card by role. List the assumptions on the quote itself: number of sources, who provides access, expected data quality. A visible data clean-up line and an expiry date mean a later change request is a conversation, not a dispute.
Make a quoting app for my data consultancy. Quotes have phases (discovery, build, handover, support) with days and a role-based rate card, an assumptions list (number of sources, data quality, client provides access), an optional data clean-up line and a 30-day expiry.
Milestone and retainer invoices accounts payable accept
Store the client's PO number, legal entity and cost centre once, and every invoice pulls them in. Milestone invoices show the percentage due at each stage of the statement of work. Retainer invoices list days used against the allowance, and licences bought on the client's behalf go on separate pass-through lines.
Build invoicing for my analytics consultancy. Client records hold PO number, legal entity and cost centre, used on every invoice. Support milestone invoices against a statement of work, monthly retainers showing days used of the allowance, and pass-through lines for software licences.
Utilisation and burn, with a warning at 80 percent
Track billable days against available days per consultant by week, and days spent against days sold per engagement. A project passing 80 percent of its days before the final milestone gets flagged, which is the moment to raise a change request. Weighted pipeline sits next to confirmed revenue for the quarter.
Create an internal dashboard for my consultancy: utilisation per consultant by week, burn per engagement (days spent vs sold) with a warning above 80% before the last milestone, and weighted pipeline next to confirmed quarterly revenue.
A CRM that remembers every client's data stack
Record the warehouse, BI tool and main source systems on every lead and client. After a project on a particular stack, filter for prospects who run the same one and send the relevant case study. Pipeline stages run from discovery call to signed statement of work, and retainers carry renewal dates.
Build a CRM for my data analytics consultancy. Each account records warehouse, BI tool and source systems, the relationship owner and past projects. Pipeline stages: discovery, scoping, proposal, SOW signed. Flag retainers renewing in the next 60 days and let me filter accounts by stack.
A metric glossary to leave behind at handover
One page per metric with a plain-English definition, how it is calculated, its source, owner and refresh frequency, and an approval step before a new definition goes live. Offered as a deliverable, it ends the arguments about what counts as an active customer.
Build a metric glossary app: each metric has a name, plain-English definition, calculation, source system, owner, refresh frequency and where it is used. Filter by source and owner, and require approval before a new or changed definition is published.
Client data and confidentiality
Your portal and tools hold client names, project notes and sometimes credentials. Keep each client's stakeholders limited to their own engagement, never store passwords or keys in notes, and record access as a status rather than the secret itself. Leave real client figures out of case studies and screenshots unless you have written permission. Put a short statement on your website about how you handle client data, because buyers ask.
- One login scope per client
- Access tracked as granted or not, never the credential
- Written permission before showing client numbers
Stop rebuilding the same client dashboard
Most analytics engagements end with a similar set of views: a revenue trend, a funnel, a cohort table, a KPI row. Build one client-facing dashboard template in Mythex and ask it to copy and adapt it per engagement, connected to a CSV or the data the client provides. You start each project from a working base and spend your days on the client's real question.
Questions
Can each client see only their own project?
Yes. Ask for client logins scoped to their own engagement, and Mythex builds the access rules so one client never sees another's deliverables or notes.
Can I build client-facing dashboards with it too?
Yes. Mythex can build a dashboard on data you load, such as a CSV export, and publish it for the client. Keep a template project and adapt a copy for each engagement.
Does it connect to our warehouse or BI tool?
Mythex builds full-stack apps with their own database, and on Pro you can edit the code to call other services. For most consultancies the simplest start is loading exported data rather than a live warehouse connection.
Do I need to code?
No, you describe the app in chat. If your team prefers, the code editor and terminal are there, with editing, export and GitHub on Pro.
What does it cost?
Free has no card requirement and includes daily credits and publishing. Pro is $25 a month with more credits, code editing, export, GitHub and a custom domain.
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